AImageLab publications export - 246 publications; author=cgrana

Lumetti, L., Di Bartolomeo, M., Pellacani, A., Anesi, A., Grana, C., & Bolelli, F. (2026). Ontology-Grounded Structured Prediction for Dental CBCT Reporting. International Conference on Medical Image Computing and Computer Assisted Intervention. https://iris.unimore.it/handle/11380/1411068

Lugli, M., Mei, D. A., Imberti, J. F., Vitolo, M., Grana, C., Bolelli, F., & Boriani, G. (2026). Video-Based Remote Photoplethysmography for Atrial Fibrillation Detection: A Systematic Review. IEEE ACCESS. https://doi.org/10.1109/ACCESS.2026.3744545

Vezzali, E., Bolelli, F., Grana, C., Benini, L., & Li, Y. (2026). Enabling 8B Bitwise Autoregressive Image Generation on Edge GPUs. International Conference on Pattern Recognition. https://iris.unimore.it/handle/11380/1400428

Zelelew, Y. A., Borghi, L., Marchesini, K., Lugli, M., Grana, C., & Bolelli, F. (2026). A Public Dataset for Tooth Segmentation in Multi-View Intraoral Photographs. Oral and Dental Image Analysis Workshop. https://iris.unimore.it/handle/11380/1416248

Bolelli, F., Santoli, D., Marchesini, K., Lumetti, L., & Grana, C. (2026). The paper has a GitHub, the GitHub has a README, the README has nothing: Reproducibility Signals for Review Support. International Conference on Medical Image Computing and Computer Assisted Intervention. https://iris.unimore.it/handle/11380/1405368

Morelli, N., Marchesini, K., Santi, D., Grana, C., & Bolelli, F. (2026). A New Multicenter Testicular US Dataset and a Lightweight Cond-UNet for Generalization in US Segmentation. The British Machine Vision Conference (BMVC). https://iris.unimore.it/handle/11380/1416328

Lumetti, L., Tan, Z. Q., Borghi, L., Van Nistelrooij, N., Rosati, G., Addison, O., Li, Y., Vinayahalingam, S., Grana, C., & Bolelli, F. (2026). ToothFairy3: Scaling CBCT Maxillofacial Segmentation to 77 Classes with U-Mamba2. International Conference on Medical Image Computing and Computer Assisted Intervention. https://iris.unimore.it/handle/11380/1405369

Lumetti, L., Rizzo, F., Cremonini, F., Candeloro, E., Luca, L., Grana, C., & Bolelli, F. (2026). Do Multimodal LLMs Understand Intraoral Dental Data? Dataset, Platform, and Baselines. European Conference on Computer Vision -- ECCV 2026. https://iris.unimore.it/handle/11380/1412308

Casari, G., Bolelli, F., & Grana, C. (2026). Histological Brain Imaging Super-resolution with Frequency-guided Diffusion Models. International Symposium on Biomedical Imaging. https://iris.unimore.it/handle/11380/1393628

Bolelli, F., Lumetti, L., Van Nistelrooij, N., Vinayahalingam, S., Di Bartolomeo, M., Marchesini, K., Pellacani, A., Candeloro, E., Rosati, G., Xi, T., Isensee, F., Kirchhoff, Y., Krämer, L., Rokuss, M., Ulrich, C., Maier-Hein, K., Jiang, Y., Liu, Y., Wang, L., ... Grana, C. (2026). Multi-Structure Segmentation in CBCT Volumes: the ToothFairy2 Challenge. MEDICAL IMAGE ANALYSIS. https://doi.org/10.1016/j.media.2026.104095

Pipoli, V., Saporita, A., Marchesini, K., Grana, C., Ficarra, E., & Bolelli, F. (2026). IM-Fuse: A Mamba-based Fusion Block for Brain Tumor Segmentation with Incomplete Modalities. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). https://doi.org/10.1007/978-3-032-04984-1_22

Casari, G., Candeloro, E., Gandolfi, D., Mapelli, J., Bolelli, F., & Grana, C. (2026). CALHippo: Cell Segmentation for Neuronal Density Inference in the Human Hippocampus. Medical Image Computing and Computer Assisted Intervention. https://iris.unimore.it/handle/11380/1411528

Marchesini, K., Carpentiero, O., Del Gaudio, L., Farioli, F., Cucchiara, R., Grana, C., Cuculo, V., & Bolelli, F. (2026). ReportX: The BraTS Clinical Report Dataset. International Conference on Medical Image Computing and Computer Assisted Intervention. https://iris.unimore.it/handle/11380/1411368

Milic, J., Pugliese, A., Belli, M., Lonardi, G. L., Ruffilli, C., Albano, T., Visicaro, M., Ricciardetto, M., Cosmo, P. D., Mussi, C., Gandolfi, F., Mussini, C., Grana, C., & Guaraldi, G. (2026). A multidisciplinary, AI‐supported quality improvement intervention to manage polypharmacy in aging people with HIV. HIV MEDICINE. https://doi.org/10.1111/hiv.70234

Lumetti, L., Pipoli, V., Bolelli, F., Ficarra, E., & Grana, C. (2025). Location Matters: Harnessing Spatial Information to Enhance the Segmentation of the Inferior Alveolar Canal in CBCTs. International Conference on Pattern Recognition (ICPR). https://doi.org/10.1007/978-3-031-78104-9_8

Lumetti, L., Capitani, G., Ficarra, E., Grana, C., Calderara, S., Porrello, A., & Bolelli, F. (2025). U-Net Transplant: The Role of Pre-training for Model Merging in 3D Medical Segmentation. International Conference on Medical Image Computing and Computer Assisted Intervention. https://iris.unimore.it/handle/11380/1380716

Bolelli, F., Lumetti, L., Vinayahalingam, S., Di Bartolomeo, M., Pellacani, A., Marchesini, K., Van Nistelrooij, N., Van Lierop, P., Xi, T., Liu, Y., Xin, R., Yang, T., Wang, L., Wang, H., Xu, C., Cui, Z., Wodzinski, M. M., Müller, H., Kirchhoff, Y., ... Grana, C. (2025). Segmenting the Inferior Alveolar Canal in CBCT Volumes: the ToothFairy Challenge. IEEE TRANSACTIONS ON MEDICAL IMAGING. https://doi.org/10.1109/TMI.2024.3523096

Vezzali, E., Bolelli, F., Santi, S., & Grana, C. (2025). BarBeR - Barcode Benchmark Repository: Implementation and Reproducibility Notes. International Workshop on Reproducible Research in Pattern Recognition (RRPR). https://iris.unimore.it/handle/11380/1366110

Bolelli, F., Lumetti, L., Marchesini, K., Candeloro, E., & Grana, C. (2025). Investigating the ABCDE Rule in Convolutional Neural Networks. International Conference on Pattern Recognition (ICPR). https://doi.org/10.1007/978-3-031-78201-5_7

Pipoli, V., Saporita, A., Bolelli, F., Cornia, M., Baraldi, L., Grana, C., Cucchiara, R., & Ficarra, E. (2025). MissRAG: Addressing the Missing Modality Challenge in Multimodal Large Language Models. IEEE/CVF International Conference on Computer Vision Honolulu, Hawaii. https://iris.unimore.it/handle/11380/1381191

Perliti Scorzoni, P., Giovanetti, A., Bolelli, F., & Grana, C. (2025). Machine Learning-Based Prediction of Emergency Department Prolonged Length of Stay: A Case Study from Italy. International Conference on Intelligent Human Systems Integration: Integrating People and Intelligent Systems (IHSI). https://doi.org/10.54941/ahfe1005823

Vezzali, E., Vorabbi, L., Grana, C., & Bolelli, F. (2025). A Deep-Learning-Based Method for Real-Time Barcode Segmentation on Edge CPUs. International Conference in Computer Analysis of Images and Patterns Las Palmas de Gran. https://iris.unimore.it/handle/11380/1379508

Perliti Scorzoni, P., Giovanetti, A., Bolelli, F., & Grana, C. (2025). Optimizing Resource Allocation in Public Healthcare: A Machine Learning Approach for Length-of-Stay Prediction. International Conference on Pattern Recognition (ICPR). https://doi.org/10.1007/978-3-031-87660-8_1

Bolelli, F., Marchesini, K., Van Nistelrooij, N., Lumetti, L., Pipoli, V., Ficarra, E., Vinayahalingam, S., & Grana, C. (2025). Segmenting Maxillofacial Structures in CBCT Volumes. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). https://doi.org/10.1109/CVPR52734.2025.00494

Borghi, L., Lumetti, L., Cremonini, F., Rizzo, F., Grana, C., Lombardo, L., & Bolelli, F. (2025). Bits2Bites: Intra-oral Scans Occlusal Classification. Oral and Dental Image Analysis Workshop Daejeon, South Korea 27. https://iris.unimore.it/handle/11380/1392748

Lumetti, L., Pipoli, V., Marchesini, K., Ficarra, E., Grana, C., & Bolelli, F. (2025). Accurate 3D Medical Image Segmentation with Mambas. IEEE International Symposium on Biomedical Imaging (ISBI). https://doi.org/10.1109/ISBI60581.2025.10981167

Pipoli, V., Bolelli, F., Sarto, S., Cornia, M., Baraldi, L., Grana, C., Cucchiara, R., & Ficarra, E. (2025). Semantically Conditioned Prompts for Visual Recognition under Missing Modality Scenarios. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). https://doi.org/10.1109/WACV61041.2025.00486

Vezzali, E., Bolelli, F., Santi, S., & Grana, C. (2025). State-of-the-art Review and Benchmarking of Barcode Localization Methods. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. https://doi.org/10.1016/j.engappai.2025.110259

Morelli, N., Marchesini, K., Lumetti, L., Santi, D., Grana, C., & Bolelli, F. (2025). Enhancing Testicular Ultrasound Image Classification Through Synthetic Data and Pretraining Strategies. International Conference on Image Analysis and Processing. https://iris.unimore.it/handle/11380/1381588

Vezzali, E., Vorabbi, L., Grana, C., & Bolelli, F. (2025). Mosaic-SR: An Adaptive Multi-step Super-Resolution Method for Low-Resolution 2D Barcodes. IEEE International Conference on Image Processing (ICIP). https://doi.org/10.1109/ICIP55913.2025.11084637

Lumetti, L., Marchesini, K., Pipoli, V., Ficarra, E., Grana, C., & Bolelli, F. (2025). Taming Mambas for 3D Medical Image Segmentation. IEEE ACCESS. https://doi.org/10.1109/ACCESS.2025.3570461

Li, J., Zhou, Z., Yang, J., Pepe, A., Gsaxner, C., Luijten, G., Qu, C., Zhang, T., Chen, X., Li, W., Wodzinski, M. M., Friedrich, P., Xie, K., Jin, Y., Ambigapathy, N., Nasca, E., Solak, N., Melito Gian, M., Duc Vu, V., ... Salehi, H. (2025). MedShapeNet – a large-scale dataset of 3D medical shapes for computer vision. BIOMEDIZINISCHE TECHNIK. https://doi.org/10.1515/bmt-2024-0396

Carpentiero, O., Marchesini, K., Grana, C., & Bolelli, F. (2025). No More Slice Wars: Towards Harmonized Brain MRI Synthesis for the BraSyn Challenge. BraTS 2025 Lighthouse Challenge,MICCAI Workshop. https://iris.unimore.it/handle/11380/1387848

Bolelli, F., Lumetti, L., Vinayahalingam, S., Di Bartolomeo, M., Van Nistelrooij, N., Marchesini, K., Anesi, A., & Grana, C. (2025). ToothFairy 2024 Preface. https://iris.unimore.it/handle/11380/1380993

Vezzali, E., Bolelli, F., Santi, S., & Grana, C. (2025). BarBeR: A Barcode Benchmarking Repository. International Conference on Pattern Recognition (ICPR). https://doi.org/10.1007/978-3-031-78447-7_13

Rosati, G., Marchesini, K., Lumetti, L., Sartori, F., Balboni, B., Begarani, F., Vescovi, L., Bolelli, F., & Grana, C. (2024). Identifying Impurities in Liquids of Pharmaceutical Vials. International Conference on Pattern Recognition (ICPR). https://iris.unimore.it/handle/11380/1350788

Lumetti, L., Pipoli, V., Bolelli, F., Ficarra, E., & Grana, C. (2024). Enhancing Patch-Based Learning for the Segmentation of the Mandibular Canal. IEEE ACCESS. https://doi.org/10.1109/ACCESS.2024.3408629

Vezzali, E., Bolelli, F., Santi, S., & Grana, C. (2024). BarBeR: A Barcode Benchmarking Repository. International Conference on Pattern Recognition (ICPR). https://iris.unimore.it/handle/11380/1350766

Perliti Scorzoni, P., Giovanetti, A., Bolelli, F., & Grana, C. (2024). Sustainable Use of Resources in Hospitals: A Machine Learning-Based Approach to Predict Prolonged Length of Stay at the Time of Admission. International Conference on Human Interaction & Emerging Technologies (IHIET). https://doi.org/10.54941/ahfe1005520

Bolelli, F., Allegretti, S., Lumetti, L., & Grana, C. (2024). A State-of-the-Art Review with Code about Connected Components Labeling on GPUs. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS. https://doi.org/10.1109/TPDS.2024.3434357

Di Bartolomeo, M., Pellacani, A., Bolelli, F., Cipriano, M., Lumetti, L., Negrello, S., Allegretti, S., Minafra, P., Pollastri, F., Nocini, R., Colletti, G., Chiarini, L., Grana, C., & Anesi, A. (2023). Inferior Alveolar Canal Automatic Detection with Deep Learning CNNs on CBCTs: Development of a Novel Model and Release of Open-Source Dataset and Algorithm. APPLIED SCIENCES. https://doi.org/10.3390/app13053271

Lumetti, L., Pipoli, V., Bolelli, F., & Grana, C. (2023). Annotating the Inferior Alveolar Canal: the Ultimate Tool. International Conference on Image Analysis and Processing (ICIAP). https://doi.org/10.1007/978-3-031-43148-7_44

Bianchi, G., Puliatti, S., Rodriguez, N., Micali, S., Bertoni, L., Reggiani Bonetti, L., Caramaschi, S., Bolelli, F., Pinamonti, M., Rozze, D., & Grana, C. (2023). Artificial intelligence evaluation of confocal microscope prostate images: our preliminary experience. MINERVA UROLOGY AND NEPHROLOGY. https://doi.org/10.23736/S2724-6051.23.05538-6

Pollastri, F., Cipriano, M., Bolelli, F., & Grana, C. (2022). Long-Range 3D Self-Attention for MRI Prostate Segmentation. IEEE International Symposium on Biomedical Imaging (ISBI). https://doi.org/10.1109/ISBI52829.2022.9761448

Bolelli, F., Allegretti, S., & Grana, C. (2022). One DAG to Rule Them All. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. https://doi.org/10.1109/TPAMI.2021.3055337

Cipriano, M., Allegretti, S., Bolelli, F., Pollastri, F., & Grana, C. (2022). Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). https://doi.org/10.1109/CVPR52688.2022.02046

Cipriano, M., Allegretti, S., Bolelli, F., Di Bartolomeo, M., Pollastri, F., Pellacani, A., Minafra, P., Anesi, A., & Grana, C. (2022). Deep Segmentation of the Mandibular Canal: a New 3D Annotated Dataset of CBCT Volumes. IEEE ACCESS. https://doi.org/10.1109/ACCESS.2022.3144840

Bolelli, F., Allegretti, S., & Grana, C. (2022). Quest for Speed: The Epic Saga of Record-Breaking on OpenCV Connected Components Extraction. International Conference on Image Analysis and Processing, Binary is the New Black (and White) Workshop Lecce. https://doi.org/10.1007/978-3-031-13324-4_10

Bolelli, F., Allegretti, S., & Grana, C. (2022). Connected Components Labeling on Bitonal Images. International Conference on Image Analysis and Processing (ICIAP). https://doi.org/10.1007/978-3-031-06430-2_29

Testa, F., Fontana, F., Pollastri, F., Chester, J., Leonelli, M., Giaroni, F., Gualtieri, F., Bolelli, F., Mancini, E., Nordio, M., Sacco, P., Ligabue, G., Giovanella, S., Ferri, M., Alfano, G., Gesualdo, L., Cimino, S., Donati, G., Grana, C., & Magistroni, R. (2022). Automated Prediction of Kidney Failure in IgA Nephropathy with Deep Learning from Biopsy Images. CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY. https://doi.org/10.2215/CJN.01760222

Oniga, D., Cantalupo, B., Tartaglione, E., Perlo, D., Grangetto, M., Aldinucci, M., Bolelli, F., Pollastri, F., Cancilla, M., Canalini, L., Grana, C., Alcalde, C. M., Cardillo, F. A., & Florea, M. (2022). Applications of AI and HPC in the Health Domain. https://doi.org/10.1201/9781003176664-11

Cancilla, M., Canalini, L., Bolelli, F., Allegretti, S., Carrión, S., Paredes, R., Ander Gómez, J., Leo, S., Enrico Piras, M., Pireddu, L., Badouh, A., Marco-Sola, S., Alvarez, L., Moreto, M., & Grana, C. (2021). The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications. International Conference on Pattern Recognition (ICPR). https://doi.org/10.1109/ICPR48806.2021.9411954

Söchting, M., Allegretti, S., Bolelli, F., & Grana, C. (2021). A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes. International Conference on Pattern Recognition (ICPR). https://doi.org/10.1109/ICPR48806.2021.9413096

Bolelli, F., Allegretti, S., & Grana, C. (2021). A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes: Implementation and Reproducibility Notes. International Workshop on Reproducible Research in Pattern Recognition (RRPR). https://doi.org/10.1007/978-3-030-76423-4_9

Mercadante, C., Cipriano, M., Bolelli, F., Pollastri, F., Di Bartolomeo, M., Anesi, A., & Grana, C. (2021). A Cone Beam Computed Tomography Annotation Tool for Automatic Detection of the Inferior Alveolar Nerve Canal. International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP). https://doi.org/10.5220/0010392307240731

Allegretti, S., Bolelli, F., Pollastri, F., Longhitano, S., Pellacani, G., & Grana, C. (2021). Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval. International Conference on Pattern Recognition (ICPR). https://doi.org/10.1109/ICPR48806.2021.9412419

Pollastri, F., Maroñas, J., Bolelli, F., Ligabue, G., Paredes, R., Magistroni, R., & Grana, C. (2021). Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification. International Conference on Pattern Recognition. https://doi.org/10.1109/ICPR48806.2021.9412685

Pollastri, F., Parreño, M., Maroñas, J., Bolelli, F., Paredes, R., Ramos, D., & Grana, C. (2021). A Deep Analysis on High Resolution Dermoscopic Image Classification. IET COMPUTER VISION. https://doi.org/10.1049/cvi2.12048

Wonsang, L., Allegretti, S., Bolelli, F., & Grana, C. (2021). Fast Run-Based Connected Components Labeling for Bitonal Images. Joint 10th International Conference on Informatics, Electronics and Vision (ICIEV). https://doi.org/10.1109/ICIEVicIVPR52578.2021.9564149

Aldinucci, M., Atienza, D., Bolelli, F., Caballero, M., Colonnelli, I., Flich, J., Gómez, J. A., González, D., Grana, C., Grangetto, M., Leo, S., López, P., Oniga, D., Paredes, R., Pireddu, L., Quiñones, E., Silva, T., Tartaglione, E., & Zapater, M. (2021). The DeepHealth Toolkit: A Key European Free and Open-Source Software for Deep Learning and Computer Vision Ready to Exploit Heterogeneous HPC and Cloud Architectures. https://doi.org/10.1007/978-3-030-78307-5_9

Bolelli, F., Cancilla, M., Baraldi, L., & Grana, C. (2020). Towards Reliable Experiments on the Performance of Connected Components Labeling Algorithms. JOURNAL OF REAL-TIME IMAGE PROCESSING. https://doi.org/10.1007/s11554-018-0756-1

Pollastri, F., Bolelli, F., Paredes Palacios, R., & Grana, C. (2020). Augmenting data with GANs to segment melanoma skin lesions. MULTIMEDIA TOOLS AND APPLICATIONS. https://doi.org/10.1007/s11042-019-7717-y

Ligabue, G., Pollastri, F., Fontana, F., Leonelli, M., Furci, L., Giovanella, S., Alfano, G., Cappelli, G., Testa, F., Bolelli, F., Grana, C., & Magistroni, R. (2020). Evaluation of the Classification Accuracy of the Kidney Biopsy Direct Immunofluorescence through Convolutional Neural Networks. CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY. https://doi.org/10.2215/CJN.03210320

Allegretti, S., Bolelli, F., & Grana, C. (2020). A Warp Speed Chain-Code Algorithm Based on Binary Decision Trees. Joint 9th International Conference on Informatics,Electronics and Vision and 4th International Conference on Imaging,Vision and Pattern Recognition,ICIEV and icIVPR 2020. https://doi.org/10.1109/ICIEVicIVPR48672.2020.9306532

Bolelli, F., Allegretti, S., Baraldi, L., & Grana, C. (2020). Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling. IEEE TRANSACTIONS ON IMAGE PROCESSING. https://doi.org/10.1109/TIP.2019.2946979

Allegretti, S., Bolelli, F., & Grana, C. (2020). Optimized Block-Based Algorithms to Label Connected Components on GPUs. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS. https://doi.org/10.1109/TPDS.2019.2934683

Bolelli, F., Cancilla, M., Baraldi, L., & Grana, C. (2019). Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes. International Workshop on Reproducible Research in Pattern Recognition (RRPR). https://doi.org/10.1007/978-3-030-23987-9_7

Allegretti, S., Bolelli, F., Cancilla, M., & Grana, C. (2019). A Block-Based Union-Find Algorithm to Label Connected Components on GPUs. International Conference on Image Analysis and Processing. https://doi.org/10.1007/978-3-030-30645-8_25

Allegretti, S., Bolelli, F., Cancilla, M., Pollastri, F., Canalini, L., & Grana, C. (2019). How does Connected Components Labeling with Decision Trees perform on GPUs?. International Conference on Computer Analysis of Images and Patterns. https://doi.org/10.1007/978-3-030-29888-3_4

Bolelli, F., & Grana, C. (2019). Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs. International Conference on Image Analysis and Processing (ICIAP). https://doi.org/10.1007/978-3-030-30645-8_14

Canalini, L., Pollastri, F., Bolelli, F., Cancilla, M., Allegretti, S., & Grana, C. (2019). Skin Lesion Segmentation Ensemble with Diverse Training Strategies. International Conference on Computer Analysis of Images and Patterns. https://doi.org/10.1007/978-3-030-29888-3_8

Bolelli, F., Baraldi, L., Cancilla, M., & Grana, C. (2018). Connected Components Labeling on DRAGs. International Conference on Pattern Recognition (ICPR). https://doi.org/10.1109/ICPR.2018.8545505

Bolelli, F., Baraldi, L., & Grana, C. (2018). A Hierarchical Quasi-Recurrent approach to Video Captioning. IEEE International Conference on Image Processing, Applications and Systems (IPAS). https://doi.org/10.1109/IPAS.2018.8708893

Bertacchi, S., Al Jawarneh, I. M., Apollonio, F. I., Bertacchi, G., Cancilla, M., Foschini, L., Grana, C., Martuscelli, G., & Montanari, R. (2018). SACHER Project: A Cloud Platform and Integrated Services for Cultural Heritage and for Restoration. EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS). https://doi.org/10.1145/3284869.3284871

Baraldi, L., Cornia, M., Grana, C., & Cucchiara, R. (2018). Aligning Text and Document Illustrations: towards Visually Explainable Digital Humanities. International Conference on Pattern Recognition. https://doi.org/10.1109/ICPR.2018.8545064

Allegretti, S., Bolelli, F., Cancilla, M., & Grana, C. (2018). Optimizing GPU-Based Connected Components Labeling Algorithms. IEEE International Conference on Image Processing, Applications and Systems (IPAS). https://doi.org/10.1109/IPAS.2018.8708900

Bolelli, F., Borghi, G., & Grana, C. (2018). XDOCS: An Application to Index Historical Documents. Italian Research Conference on Digital Libraries. https://doi.org/10.1007/978-3-319-73165-0_15

Pollastri, F., Bolelli, F., Paredes, R., & Grana, C. (2018). Improving Skin Lesion Segmentation with Generative Adversarial Networks. IEEE International Symposium on Computer-Based Medical Systems (CBMS). https://doi.org/10.1109/CBMS.2018.00086

Corbelli, A., Baraldi, L., Balducci, F., Grana, C., & Cucchiara, R. (2017). Layout analysis and content classification in digitized books. Italian Research Conference on Digital Libraries (IRCDL). https://doi.org/10.1007/978-3-319-56300-8_14

Balducci, F., & Grana, C. (2017). Pixel classification methods to detect skin lesions on dermoscopic medical images. International Conference on Image Analysis and Processing (ICIAP). https://doi.org/10.1007/978-3-319-68548-9_41

Manfredi, M., Grana, C., Cucchiara, R., & Smeulders, A. W. M. (2017). Segmentation models diversity for object proposals. COMPUTER VISION AND IMAGE UNDERSTANDING. https://doi.org/10.1016/j.cviu.2016.06.005

Grana, C., & Baraldi, L. (2017). Preface. Italian Research Conference on Digital Libraries (IRCDL). https://iris.unimore.it/handle/11380/1229784

Baraldi, L., Grana, C., & Cucchiara, R. (2017). NeuralStory: an Interactive Multimedia System for Video Indexing and Re-use. International Workshop on Content-Based Multimedia Indexing. https://doi.org/10.1145/3095713.3095735

Baraldi, L., Grana, C., & Cucchiara, R. (2017). A Video Library System Using Scene Detection and Automatic Tagging. Italian Research Conference on Digital Libraries Modena. https://doi.org/10.1007/978-3-319-68130-6_5

Baraldi, L., Grana, C., & Cucchiara, R. (2017). Recognizing and Presenting the Storytelling Video Structure with Deep Multimodal Networks. IEEE TRANSACTIONS ON MULTIMEDIA. https://doi.org/10.1109/TMM.2016.2644872

Apollonio, F. I., Rizzo, F., Bertacchi, S., Dall'Osso, G., Corbelli, A., & Grana, C. (2017). SACHER: Smart Architecture for Cultural Heritage in Emilia Romagna. Italian Research Conference on Digital Libraries (IRCDL). https://doi.org/10.1007/978-3-319-68130-6_12

Balducci, F., Grana, C., & Cucchiara, R. (2017). Affective level design for a role-playing videogame evaluated by a brain–computer interface and machine learning methods. THE VISUAL COMPUTER. https://doi.org/10.1007/s00371-016-1320-2

Bolelli, F., Borghi, G., & Grana, C. (2017). Historical Handwritten Text Images Word Spotting through Sliding Window HOG Features. International Conference on Image Analysis and Processing. https://doi.org/10.1007/978-3-319-68560-1_65

Baraldi, L., Grana, C., & Cucchiara, R. (2017). Hierarchical Boundary-Aware Neural Encoder for Video Captioning. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). https://doi.org/10.1109/CVPR.2017.339

Balducci, F., & Grana, C. (2017). Affective Classication of Gaming Activities Coming From RPG Gaming Sessions. International Conference on E-Learning and Games (Edutainment). https://doi.org/10.1007/978-3-319-65849-0_11

Bolelli, F., Cancilla, M., & Grana, C. (2017). Two More Strategies to Speed Up Connected Components Labeling Algorithms. International Conference on Image Analysis and Processing Catania. https://doi.org/10.1007/978-3-319-68548-9_5

Baraldi, L., Grana, C., Messina, A., & Cucchiara, R. (2016). A Browsing and Retrieval System for Broadcast Videos using Scene Detection and Automatic Annotation. ACM international conference on Multimedia Amsterdam, The Netherlands. https://doi.org/10.1145/2964284.2973825

Baraldi, L., Grana, C., Borghi, G., Vezzani, R., & Cucchiara, R. (2016). Shot, scene and keyframe ordering for interactive video re-use. International Conference on Computer Graphics Theory and Application (GRAPP). https://doi.org/10.5220/0005768706260631

Manfredi, M., Grana, C., & Pellacani, G. (2016). Skin Surface Reconstruction and 3D Vessels Segmentation in Speckle Variance Optical Coherence Tomography. International Conference on Computer Vision Theory and Applications Roma. https://doi.org/10.5220/0005758702340240

Grana, C., Serra, G., Manfredi, M., Coppi, D., & Cucchiara, R. (2016). Layout analysis and content enrichment of digitized books. MULTIMEDIA TOOLS AND APPLICATIONS. https://doi.org/10.1007/s11042-014-2360-0

Grana, C., Bolelli, F., Baraldi, L., & Vezzani, R. (2016). YACCLAB - Yet Another Connected Components Labeling Benchmark. 23rd International Conference on Pattern Recognition (ICPR). https://doi.org/10.1109/ICPR.2016.7900112

Baraldi, L., Grana, C., & Cucchiara, R. (2016). Analysis and Re-use of Videos in Educational Digital Libraries with Automatic Scene Detection. Italian Research Conference on Digital Libraries (IRCDL). https://doi.org/10.1007/978-3-319-41938-1_16

Corbelli, A., Baraldi, L., Grana, C., & Cucchiara, R. (2016). Historical Document Digitization through Layout Analysis and Deep Content Classification. International Conference on Pattern Recognition. https://doi.org/10.1109/ICPR.2016.7900272

Grana, C., & Serra, G. (2016). Guest editorial: Multimedia for cultural heritage. MULTIMEDIA TOOLS AND APPLICATIONS. https://doi.org/10.1007/s11042-016-3379-1

Baraldi, L., Grana, C., & Cucchiara, R. (2016). Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features. ACM on International Conference on Multimedia Retrieval New. https://doi.org/10.1145/2911996.2912012

Ulrich, M., Themstrup, L., De Carvalho, N., Manfredi, M., Grana, C., Ciardo, S., Kästle, R., Holmes, J., Whitehead, R., Jemec, G. B. E., Pellacani, G., & Welzel, J. (2016). Dynamic Optical Coherence Tomography in Dermatology. DERMATOLOGY. https://doi.org/10.1159/000444706

Grana, C., Baraldi, L., & Bolelli, F. (2016). Optimized Connected Components Labeling with Pixel Prediction. International Conference on Advanced Concepts for Intelligent Vision Systems. https://doi.org/10.1007/978-3-319-48680-2_38

Baraldi, L., Grana, C., & Cucchiara, R. (2015). A Deep Siamese Network for Scene Detection in Broadcast Videos. ACM International Conference on Multimedia (MM). https://doi.org/10.1145/2733373.2806316

Baraldi, L., Grana, C., & Cucchiara, R. (2015). Shot and Scene Detection via Hierarchical Clustering for Re-using Broadcast Video. International Conference on Computer Analysis of Images and Patterns Valletta, Malta. https://doi.org/10.1007/978-3-319-23192-1_67

Balducci, F., Grana, C., & Cucchiara, R. (2015). Classification of Affective Data to Evaluate the Level Design in a Role-Playing Videogame. International Conference on Games and Virtual Worlds for Serious Applications (VS-Games). https://doi.org/10.1109/VS-GAMES.2015.7295766

Serra, G., Grana, C., Manfredi, M., & Cucchiara, R. (2015). GOLD: Gaussians of Local Descriptors for Image Representation. COMPUTER VISION AND IMAGE UNDERSTANDING. https://doi.org/10.1016/j.cviu.2015.01.005

Baraldi, L., Grana, C., & Cucchiara, R. (2015). Scene segmentation using temporal clustering for accessing and re-using broadcast video. IEEE International Conference on Multimedia and Expo (ICME). https://doi.org/10.1109/ICME.2015.7177476

Baraldi, L., Grana, C., & Cucchiara, R. (2015). Measuring scene detection performance. Iberian Conference on Pattern Recognition and Image Analysis Santiago de. https://doi.org/10.1007/978-3-319-19390-8_45

Marghoob, A. A., Soyer, H. P., Curiel, C., Dasilva, D., High, W. A., Morrison, L. H., Zirato, J., Kittler, H., Argenziano, G., Braun, R. P., Haenssle, H., Menzies, S. W., Puig, S., Scope, A., Stolz, W., Thomas, L., Zalaudek, I., Malvehy, J., Abedini, M., ... Hoffman-Wellenhof, R. (2015). Standards in dermatologic imaging. JAMA DERMATOLOGY. https://doi.org/10.1001/jamadermatol.2015.32

Borghesani, D., Grana, C., & Cucchiara, R. (2014). Miniature illustrations retrieval and innovative interaction for digital illuminated manuscripts. MULTIMEDIA SYSTEMS. https://doi.org/10.1007/s00530-013-0315-3

Serra, G., Grana, C., Manfredi, M., & Cucchiara, R. (2014). Covariance of Covariance Features for Image Classification. 4th ACM International Conference on Multimedia Retrieval (ICMR). https://doi.org/10.1145/2578726.2578781

Manfredi, M., Grana, C., & Cucchiara, R. (2014). Learning Graph Cut Energy Functions for Image Segmentation. International Conference on Pattern Recognition (ICPR). https://doi.org/10.1109/ICPR.2014.175

Manfredi, M., Grana, C., Calderara, S., & Cucchiara, R. (2014). A complete system for garment segmentation and color classification. MACHINE VISION AND APPLICATIONS. https://doi.org/10.1007/s00138-013-0580-3

Manfredi, M., Grana, C., & Cucchiara, R. (2014). Learning Superpixel Relations for Supervised Image Segmentation. International Conference on Image Processing. https://doi.org/10.1109/ICIP.2014.7025900

A., R., Serra, G., & Grana, C. (2014). Truncated Isotropic Principal Component Classifier for Image Classification. International Conference on Image Processing. https://iris.unimore.it/handle/11380/1060477

Coppi, D., Grana, C., & Cucchiara, R. (2014). Illustrations Segmentation in Digitized Documents Using Local Correlation Features. Italian Research Conference on Digital Libraries Padova. https://doi.org/10.1016/j.procs.2014.10.014

Grana, C., Serra, G., Manfredi, M., & Cucchiara, R. (2013). Image Classification with Multivariate Gaussian Descriptors. International Conference on Image Analysis and Processing (ICIAP). https://doi.org/10.1007/978-3-642-41184-7_12

Grana, C., Borghesani, D., Manfredi, M., & Cucchiara, R. (2013). A Fast Approach for Integrating ORB Descriptors in the Bag of Words Model. Multimedia Content and Mobile Devices. https://doi.org/10.1117/12.2008460

Manfredi, M., Grana, C., & Cucchiara, R. (2013). Automatic Single-Image People Segmentation and Removal for Cultural Heritage Imaging. International Workshop on Multimedia for Cultural Heritage Napoli. https://doi.org/10.1007/978-3-642-41190-8_21

Grana, C., Serra, G., Manfredi, M., Cucchiara, R., Martoglia, R., & Mandreoli, F. (2013). UNIMORE at ImageCLEF 2013: Scalable Concept Image Annotation. Cross Language Evaluation Forum Conference (CLEF). https://iris.unimore.it/handle/11380/968701

Grana, C., Serra, G., Manfredi, M., & Cucchiara, R. (2013). Beyond Bag of Words for Concept Detection and Search of Cultural Heritage Archives. International Conference on Similarity Search and Applications (SISAP). https://doi.org/10.1007/978-3-642-41062-8_24

Fornaciari, M., Prati, A., Grana, C., & Cucchiara, R. (2013). Lightweight Sign Recognition for Mobile Devices. Seventh ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC). https://iris.unimore.it/handle/11380/1021513

Serra, G., Grana, C., Manfredi, M., & Cucchiara, R. (2013). Modeling Local Descriptors with Multivariate Gaussians for Object and Scene Recognition. International Conference on Multimedia (ACM Multimedia 2013) Barcelona, esp. https://doi.org/10.1145/2502081.2502185

Grana, C., Borghesani, D., & Cucchiara, R. (2012). Class-based color bag of words for fashion retrieval. 13th IEEE International Conference on Multimedia and Expo (ICME). https://doi.org/10.1109/ICME.2012.13

Cucchiara, R., & Grana, C. (2012). Special Issue: Recent Achievements in Multimedia for Cultural Heritage - Guest Editorial. JOURNAL OF MULTIMEDIA. https://doi.org/10.4304/jmm.7.2.107-108

Grana, C., Borghesani, D., Santinelli, P., & Cucchiara, R. (2012). Veiling Luminance estimation on FPGA-based embedded smart camera. IEEE Intelligent Vehicles Symposium (IV). https://doi.org/10.1109/IVS.2012.6232154

Grana, C., Borghesani, D., & Cucchiara, R. (2012). A human vs. machine challenge in fashion color classification. European Conference on Computer Vision (ECCV). https://doi.org/10.1007/978-3-642-33885-4_69

Grana, C., Montangero, M., & Borghesani, D. (2012). Optimal Decision Trees for Local Image Processing Algorithms. PATTERN RECOGNITION LETTERS. https://doi.org/10.1016/j.patrec.2012.08.015

Borghesani, D., Grana, C., & Cucchiara, R. (2012). Towards Artistic Collections Navigation Tools based on Relevance Feedback. International Workshop on Multimedia for Cultural Heritage (MM4CH). https://doi.org/10.1007/978-3-642-27978-2_13

Borghesani, D., Grana, C., & Cucchiara, R. (2012). 2D Images Map Warping for Improved User Interaction. International Conference on Pattern Recognition (ICPR). https://iris.unimore.it/handle/11380/766089

Cucchiara, R., Grana, C., Borghesani, D., M., A., & A. D., B. (2012). Multimedia for Cultural Heritage: Key Issues. International Workshop on Multimedia for Cultural Heritage (MM4CH). https://doi.org/10.1007/978-3-642-27978-2_18

Borghesani, D., Grana, C., & Cucchiara, R. (2012). Relevance Feedback as an Interactive Navigation Tool. International Conference on Computer Vision Theory and Applications. https://iris.unimore.it/handle/11380/764089

Grana, C., & Cucchiara, R. (2012). Preface. International Workshop on Multimedia for Cultural Heritage (MM4CH). https://iris.unimore.it/handle/11380/1249076

Grana, C., Calderara, S., Borghesani, D., & Cucchiara, R. (2012). Learning Non-Target Items for Interesting Clothes Segmentation in Fashion Images. International Conference on Pattern Recognition (ICPR). https://iris.unimore.it/handle/11380/766090

Grana, C., Borghesani, D., & Cucchiara, R. (2011). Automatic segmentation of digitalized historical manuscripts. MULTIMEDIA TOOLS AND APPLICATIONS. https://doi.org/10.1007/s11042-010-0561-8

Cattini, S., Grana, C., Cucchiara, R., & Rovati, L. (2011). A low-cost system and calibration method for veiling luminance measurement. IEEE International Instrumentation and Measurement Technology Conference (I2MTC). https://doi.org/10.1109/IMTC.2011.5944133

Vezzani, R., Grana, C., & Cucchiara, R. (2011). Probabilistic people tracking with appearance models and occlusion classification: The AD-HOC system. PATTERN RECOGNITION LETTERS. https://doi.org/10.1016/j.patrec.2010.11.003

Grana, C., Borghesani, D., & Cucchiara, R. (2011). Relevance feedback strategies for artistic image collections tagging. ACM International Conference on Multimedia Retrieval,ICMR'11. https://doi.org/10.1145/1991996.1992041

Decker, H., Grana, C., & Perez, J. (2011). Workshop IMPRESS 2011: Preface. 22nd International Workshop on Database and Expert Systems Applications (DEXA). https://doi.org/10.1109/DEXA.2011.114

Grana, C., Montangero, M., Borghesani, D., & Cucchiara, R. (2011). Optimal Decision Trees Generation from OR-Decision Tables. International Conference on Image Analysis and Processing (ICIAP). https://doi.org/10.1007/978-3-642-24085-0_46

Borghesani, D., Coppi, D., Grana, C., Calderara, S., & Cucchiara, R. (2011). Feature Space Warping Relevance Feedback with Transductive Learning. International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS). https://doi.org/10.1007/978-3-642-23687-7_7

Grana, C., Borghesani, D., & Cucchiara, R. (2010). Improving classification and retrieval of illuminated manuscripts with semantic information. Italian Research Conference on Digital Libraries (IRCDL). https://doi.org/10.1007/978-3-642-15850-6_18

Grana, C., Borghesani, D., Gualdi, G., & Cucchiara, R. (2010). Bag-Of-Words Classification of Miniature Illustrations. International Workshop on Image Analysis for Multimedia Interactive Services,WIAMIS 10 Desenzano del. https://iris.unimore.it/handle/11380/640468

Grana, C., Borghesani, D., & Cucchiara, R. (2010). Decision Trees for Fast Thinning Algorithms. 20th International Conference on Pattern Recognition (ICPR). https://doi.org/10.1109/ICPR.2010.695

H., D., Grana, C., J. C., P., & E., V. (2010). Message from the IMPRESS 2010 Workshop Chairs. International Workshop on Database and Expert Systems Applications (DEXA2010). https://iris.unimore.it/handle/11380/703348

Grana, C., Borghesani, D., & Cucchiara, R. (2010). Surfing on Artistic Documents with Visually Assisted Tagging. ACM International Conference on Multimedia ACM Multimedia 2010,MM'10. https://doi.org/10.1145/1873951.1874216

Borghesani, D., Grana, C., & Cucchiara, R. (2010). Rerum Novarum: Interactive Exploration of Illuminated Manuscripts. International Conference on Multimedia (ACM Multimedia 2010). https://doi.org/10.1145/1873951.1874304

Grana, C., Borghesani, D., & Cucchiara, R. (2010). Optimized Block-based Connected Components Labeling with Decision Trees. IEEE TRANSACTIONS ON IMAGE PROCESSING. https://doi.org/10.1109/TIP.2010.2044963

Grana, C., Borghesani, D., Santinelli, P., & Cucchiara, R. (2010). High Performance Connected Components Labeling on FPGA. Workshops on Database and Expert Systems Applications - First International Workshop on Interactive Multimodal Pattern Recognition in Embedded Systems - IMPRESS 2010. https://doi.org/10.1109/DEXA.2010.57

Decker, H., Grana, C., Perez, J. C., & Vidal, E. (2010). Message from the organizers. https://doi.org/10.1109/DEXA.2010.17

M., B., A., D. B., Serra, G., C., T., Cucchiara, R., Grana, C., & Vezzani, R. (2009). Dynamic Pictorially Enriched Ontologies for Digital Video Libraries. IEEE MULTIMEDIA. https://doi.org/10.1109/MMUL.2009.25

Grana, C., Borghesani, D., & Cucchiara, R. (2009). Connected component labeling techniques on modern architectures. International Conference on Image Analysis and Processing - ICIAP 2009, Proceedings Vietri sul Mare, ita. https://doi.org/10.1007/978-3-642-04146-4_87

Grana, C., Borghesani, D., & Cucchiara, R. (2009). Automatic Analysis of Historical Manuscripts. International Workshop on Pattern Recognition in Information Systems (PRIS). https://iris.unimore.it/handle/11380/622716

Borghesani, D., Grana, C., & Cucchiara, R. (2009). Color features performance comparison for image retrieval. International Conference on Image Analysis and Processing - ICIAP 2009, Proceedings Vietri sul Mare, ita. https://doi.org/10.1007/978-3-642-04146-4_96

Grana, C., & Borghesani, D. (2009). Optimal decision tree synthesis for efficient neighborhood computation. International Conference of the Italian Association for Artificial Intelligence: Emergent Perspectives in Artificial Intelligence, AI IA 2009 Reggio Emilia, ita. https://doi.org/10.1007/978-3-642-10291-2_10

Grana, C., Borghesani, D., & Cucchiara, R. (2009). Picture Extraction from Digitized Historical Manuscripts. ACM International Conference on Image and Video Retrieval Santorini Island, grc. https://doi.org/10.1145/1646396.1646426

Grana, C., Borghesani, D., & Cucchiara, R. (2009). Fast Block Based Connected Components Labeling. IEEE International Conference on Image Processing (ICIP). https://doi.org/10.1109/ICIP.2009.5413731

Grana, C., Borghesani, D., & Cucchiara, R. (2008). Describing Texture Directions with Von Mises Distributions. International Conference on Pattern Recognition. https://doi.org/10.1109/icpr.2008.4761821

Grana, C., Borghesani, D., Calderara, S., & Cucchiara, R. (2008). "Inside the Bible": Segmentation, Annotation and Retrieval for a New Browsing Experience. International ACM Conference on Multimedia Information Retrieval,MIR2008,Co-located with the 2008 ACM International Conference on Multimedia,MM'08 Vancouver,British. https://doi.org/10.1145/1460096.1460158

Grana, C., Daniele, V., Pellacani, G., Seidenari, S., & Cucchiara, R. (2007). Network patterns recognition for automatic dermatologie images classification. Medical Imaging 2007: Image Processing. https://doi.org/10.1117/12.708212

Grana, C., & Cucchiara, R. (2007). Linear Transition Detection as a Unified Shot Detection Approach. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. https://doi.org/10.1109/TCSVT.2006.888818

Grana, C., Vezzani, R., Borghesani, D., & Cucchiara, R. (2007). Compressed Domain Features Extraction for Shot Characterization. International Workshop on Knowledge Acquisition from Multimedia Content (KAMC). https://iris.unimore.it/handle/11380/591994

Grana, C., Vezzani, R., & Cucchiara, R. (2007). Enhancing HSV Histograms with Achromatic Points Detection for Video Retrieval. ACM International Conference on Image and Video Retrieval (CIVR). https://doi.org/10.1145/1282280.1282327

Cucchiara, R., Grana, C., & Vezzani, R. (2007). Semi-automatic Video Digital Library Annotation Tools. Third Italian Research Conference on Digital Library Systems (IRCDL). https://iris.unimore.it/handle/11380/592297

Grana, C., M., D., & Cucchiara, R. (2007). Similarity-Based Retrieval with MPEG-7 3D Descriptors: Performance Evaluation on the Princeton Shape Benchmark. International DELOS Conference Pisa, ita. https://doi.org/10.1007/978-3-540-77088-6_30

M., B., A., D. B., C., T., Grana, C., Vezzani, R., & Cucchiara, R. (2007). Sports Video Annotation Using Enhanced HSV Histograms in Multimedia Ontologies. International Workshop on Visual and Multimedia Digital Libraries Modena, ita. https://doi.org/10.1109/ICIAPW.2007.43

Grana, C., Borghesani, D., & Cucchiara, R. (2007). Video Shots Comparison using the Mallows Distance. International Workshop on Multimedia Data Mining and Management. https://doi.org/10.1109/DEXA.2007.142

M., B., A., D. B., C., T., Grana, C., & Cucchiara, R. (2007). Dynamic Pictorial Ontologies for Video Digital libraries Annotation. International Multimedia Conference,MM'07 - Workshop on the Many Faces of Multimedia Semantics,MS'07. https://doi.org/10.1145/1290067.1290076

Seidenari, S., Pellacani, G., & Grana, C. (2007). Early Detection of Melanoma by Image Analysis. https://iris.unimore.it/handle/11380/782689

Grana, C., Vezzani, R., & Cucchiara, R. (2007). Prototypes Selection with Context Based Intra-class Clustering for Video Annotation with Mpeg7 Features. International DELOS Conference Pisa, ita. https://doi.org/10.1007/978-3-540-77088-6_26

Grana, C., Vanini, D., Seidenari, S., Pellacani, G., & Cucchiara, R. (2007). Network patterns recognition for automatic dermatoscopic images classification. Medical Imaging 2007 San Diego (CA) U.S.A. https://iris.unimore.it/handle/11380/464377

Seidenari, S., Grana, C., & Pellacani, G. (2007). Colour clusters for computer diagnosis of melanocytic lesions. DERMATOLOGY. https://doi.org/10.1159/000098573

M., B., A., D. B., C., T., Grana, C., & Cucchiara, R. (2006). MOM: multimedia ontology manager. A framework for automatic annotation and semantic retrieval of video sequences. Annual ACM International Conference on Multimedia (MM). https://doi.org/10.1145/1180639.1180809

Grana, C., Cucchiara, R., Pellacani, G., & Seidenari, S. (2006). Line Detection and Texture Characterization of Network Patterns. International Conference on Pattern Recognition Hong Kong. https://doi.org/10.1109/ICPR.2006.764

Grana, C., Pellacani, G., & Seidenari, S. (2006). Practical Color Calibration for Dermatoscopic Images. https://iris.unimore.it/handle/11380/591890

Grana, C., Pellacani, G., Seidenari, S., & Cucchiara, R. (2006). Distance transform for automatic dermatologic images composition. Medical Imaging 2006: Image Processing. https://doi.org/10.1117/12.653314

Grana, C., Vezzani, R., Bulgarelli, D., Gualdi, G., Cucchiara, R., M., B., C., T., & A., D. B. (2006). PEANO: Pictorial Enriched Annotation of Video. Annual ACM International Conference on Multimedia (MM). https://doi.org/10.1145/1180639.1180812

Cucchiara, R., Grana, C., D., B., & Vezzani, R. (2006). A semi-automatic video annotation tool with MPEG-7 content collections. ISM 2006 - 8th IEEE International Symposium on Multimedia. https://doi.org/10.1109/ISM.2006.12

Cucchiara, R., Grana, C., Prati, A., & Vezzani, R. (2006). A Distributed Domotic Surveillance System. https://doi.org/10.1049/PBPC005E_ch4

Grana, C., Vezzani, R., & Cucchiara, R. (2006). University of Modena and Reggio Emilia at TRECVID 2006. TREC Video Retrieval Evaluation (TRECVID). https://iris.unimore.it/handle/11380/703350

Pellacani, G., Grana, C., & Seidenari, S. (2006). Algorithmic reproduction of asymmetry and border cut-off parameters according to the ABCD rule for dermoscopy. JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY. https://doi.org/10.1111/j.1468-3083.2006.01751.x

Seidenari, S., Pellacani, G., & Grana, C. (2006). Asymmetry in dermoscopic melanocytic lesion images: a computer description based on colour distribution. ACTA DERMATO-VENEREOLOGICA. https://doi.org/10.2340/00015555-0043

Grana, C., Vezzani, R., Bulgarelli, D., & Cucchiara, R. (2006). MPEG-7 Pictorially Enriched Ontologies for Video Annotation. Seconda Conferenza Italiana sui Sistemi Intelligenti. https://iris.unimore.it/handle/11380/464385

Grana, C., & Cucchiara, R. (2006). Performance of the MPEG-7 Shape Spectrum Descriptor for 3D objects retrieval. Second Italian Research Conference on Digital Library Management Systems Padova. https://iris.unimore.it/handle/11380/592212

Grana, C., & Cucchiara, R. (2006). Sub-Shot Summarization for MPEG-7 based Fast Browsing. Second Italian Research Conference on Digital Library Management Systems Padova. https://iris.unimore.it/handle/11380/592213

Seidenari, S., Pellacani, G., & Grana, C. (2006). Automated Assessment of Pigment Distribution and Color Areas for Melanoma Diagnosis. https://iris.unimore.it/handle/11380/805692

Melli, R. M., Grana, C., & Cucchiara, R. (2006). Comparison of color clustering algorithms for segmentation of dermatological images. Medical Imaging 2006: Image Processing. https://doi.org/10.1117/12.652061

Grana, C., Bulgarelli, D., & Cucchiara, R. (2006). Video Clip Clustering for Assisted Creation of MPEG-7 Pictorially Enriched Ontologies. Second International Symposium on Communications, Control and Signal Processing Marrakech, Marocco. https://iris.unimore.it/handle/11380/591930

Grana, C., Tardini, G., & Cucchiara, R. (2005). Adaptation and Annotation of Formula 1 Sport Videos. First Italian Research Conference on Digital Library Management Systems Padova. https://iris.unimore.it/handle/11380/464369

Seidenari, S., Pellacani, G., & Grana, C. (2005). Pigment distribution in melanocytic lesion images: a digital parameter to be employed for computer-aided diagnosis. SKIN RESEARCH AND TECHNOLOGY. https://doi.org/10.1111/j.0909-725X.2005.00123.x

Tardini, G., Grana, C., R., M., & Cucchiara, R. (2005). Shot detection and motion analysis for automatic MPEG-7 annotation of sports videos. International Conference on Image Analysis and Processing (ICIAP). https://doi.org/10.1007/11553595_80

Cucchiara, R., Grana, C., Prati, A., & Vezzani, R. (2005). Computer vision system for in-house video surveillance. IEE PROCEEDINGS. VISION, IMAGE AND SIGNAL PROCESSING. https://doi.org/10.1049/ip-vis:20041215

Y., Z., J., L., X., C., A., B., A., H., S., A., M., S., Grana, C., & Cucchiara, R. (2005). Video understanding and content-based retrieval. TREC Video Retrieval Evaluation Gaithersburg, MD. https://iris.unimore.it/handle/11380/703349

Grana, C., Tardini, G., & Cucchiara, R. (2005). MPEG-7 Compliant Shot Detection in Sport Videos. Seventh IEEE International Symposium on Multimedia (ISM). https://doi.org/10.1109/ISM.2005.82

Seidenari, S., Pellacani, G., & Grana, C. (2005). Colors in atypical nevi: a computer description reproducing clinical assessment. SKIN RESEARCH AND TECHNOLOGY. https://doi.org/10.1111/j.1600-0846.2005.00097.x

Cucchiara, R., Grana, C., & Tardini, G. (2005). Shot Detection for Formula 1 Video Digital Libraries. International Workshop of the EU Network of Excellence DELOS on Audio-Visual Content and Information Visualization in Digital Libraries Cortona. https://iris.unimore.it/handle/11380/464365

Pellacani, G., A. M., C., Longo, C., Bassoli, S., Grana, C., & Seidenari, S. (2005). In Vivo Confocal Microscopy of Melanocytic Lesions Improves Diagnostic Accuracy for Melanoma. JOURNAL OF INVESTIGATIVE DERMATOLOGY. https://iris.unimore.it/handle/11380/3267

Grana, C., Pellacani, G., & Seidenari, S. (2005). Practical color calibration for dermoscopy, applied to a digital epiluminescence microscope. SKIN RESEARCH AND TECHNOLOGY. https://doi.org/10.1111/j.0909-725X.2005.00127.x

Cucchiara, R., Grana, C., Prati, A., & Vezzani, R. (2005). Probabilistic posture classification for human-behavior analysis. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS. https://doi.org/10.1109/TSMCA.2004.838501

Pellacani, G., Am, C., Longo, C., Grana, C., & Seidenari, S. (2005). Microscopic in vivo description of cellular architecture of dermoscopic pigment network in nevi and melanomas. ARCHIVES OF DERMATOLOGY. https://doi.org/10.1001/archderm.141.2.147

Pellacani, G., Grana, C., A., M., & Seidenari, S. (2004). The A and B Parameters Of The Abcd Rule Of Dermoscopy: The Computer Point Of View. MELANOMA RESEARCH. https://iris.unimore.it/handle/11380/763705

Seidenari, S., Pellacani, G., & Grana, C. (2004). Computer Description Of Colors In Dermoscopic Melanocytic Lesion Images Reproducing Clinical Assessment. MELANOMA RESEARCH. https://iris.unimore.it/handle/11380/763706

Cucchiara, R., Grana, C., & Prati, A. (2004). Semantic Transcoding of Videos by using Adaptive Quantization. WANGJÌ WANGLÙ JÌSHÙ XUÉKAN. https://iris.unimore.it/handle/11380/310134

Cucchiara, R., Grana, C., Tardini, G., & Vezzani, R. (2004). Probabilistic People Tracking for Occlusion Handling. Proceedings of the 17th International Conference on Pattern Recognition (ICPR). https://doi.org/10.1109/ICPR.2004.1334025

Seidenari, S., Pellacani, G., A., M., & Grana, C. (2004). Colors in atypical nevi: a computer description reproducing clinical assessment. JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY. https://iris.unimore.it/handle/11380/591957

Seidenari, S., Pellacani, G., A., M., & Grana, C. (2004). A computer description of asymmetry in melanocytic lesion images based on color distribution. JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY. https://iris.unimore.it/handle/11380/591958

Pellacani, G., A. M., C., Longo, C., Grana, C., & Seidenari, S. (2004). Improving melanoma diagnosis by means of in vivo confocal laser microscopy. JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY. https://iris.unimore.it/handle/11380/591955

Cucchiara, R., Grana, C., & Tardini, G. (2004). Track-based and object-based occlusion for people tracking refinement in indoor surveillance. VSSN'04 - Proceedings of the ACM Second International Workshop on Video Surveillance and Sensor Networks. https://doi.org/10.1145/1026799.1026814

Pellacani, G., Grana, C., Cucchiara, R., & Seidenari, S. (2004). Automated extraction and description of dark areas in surface microscopy melanocytic lesion images. DERMATOLOGY. https://doi.org/10.1159/000075041

Pellacani, G., Grana, C., & Seidenari, S. (2004). Automated description of colours in polarized-light surface microscopy images of melanocytic lesions. MELANOMA RESEARCH. https://doi.org/10.1097/00008390-200404000-00008

Pellacani, G., A. M., C., Grana, C., & Seidenari, S. (2004). In vivo confocal scanning laser microscopy of pigmented Spitz nevi: Comparison of in vivo confocal images with dermoscopy and routine histopathology. JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY. https://doi.org/10.1016/j.jaad.2003.12.041

Cucchiara, R., Grana, C., Prati, A., Tardini, G., & Vezzani, R. (2004). Using computer vision techniques for dangerous situation detection in domotic applications. IEE Symposium on Intelligent Distributed Surveillance Systems Londra. https://iris.unimore.it/handle/11380/466427

Grana, C., Pellacani, G., Seidenari, S., & Cucchiara, R. (2004). Color Calibration for a Dermatological Video Camera System. Proceedings of the 17th International Conference on Pattern Recognition (ICPR). https://doi.org/10.1109/ICPR.2004.1334649

Pellacani, G., A. M., C., Longo, C., Grana, C., & Seidenari, S. (2004). Differential diagnosis between spitz nevi and melanomas by means of in-vivo confocal microscopy. JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY. https://iris.unimore.it/handle/11380/591956

Grana, C., Pellacani, G., Seidenari, S., & Cucchiara, R. (2003). Image Representation and Retrieval with Topological Trees. Image: E-Learning,Understanding,Information Retrieval and Medical. https://doi.org/10.1142/9789812704238_0009

Cucchiara, R., Grana, C., & Prati, A. (2003). Semantic video transcoding using classes of relevance. INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS. https://doi.org/10.1142/S0219467803000956

Pellacani, G., Grana, C., A., M., & Seidenari, S. (2003). Comparison between two methods for automated extraction and description of dark areas in dermoscopic images. JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY. https://iris.unimore.it/handle/11380/591953

Cucchiara, R., Grana, C., A., P., F., V., & M., P. (2003). Camera-car Video Analysis for Steering Wheel's Tracking. International Workshop on In-Vehicle Cognitive Computer Vision Systems. https://iris.unimore.it/handle/11380/464323

Cucchiara, R., Grana, C., A., P., & Vezzani, R. (2003). A Hough transform-based method for radial lens distortion correction. International Conference on Image Analysis and Processing (ICIAP). https://doi.org/10.1109/ICIAP.2003.1234047

Grana, C., Pellacani, G., Cucchiara, R., & Seidenari, S. (2003). A new algorithm for border description of polarized light surface microscopic images of pigmented skin lesions. IEEE TRANSACTIONS ON MEDICAL IMAGING. https://doi.org/10.1109/TMI.2003.815901

Cucchiara, R., Grana, C., Piccardi, M., & Prati, A. (2003). Detecting moving objects, ghosts, and shadows in video streams. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. https://doi.org/10.1109/TPAMI.2003.1233909

Seidenari, S., Pellacani, G., & Grana, C. (2003). Computer description of colours in dermoscopic melanocytic lesion images reproducing clinical assessment. BRITISH JOURNAL OF DERMATOLOGY. https://doi.org/10.1046/j.1365-2133.2003.05496.x

Pellacani, G., Grana, C., A., M., & Seidenari, S. (2003). Border cut-off in dermoscopic images of melanocytic lesions: computer evaluation and comparison with clinical assessment. JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY. https://iris.unimore.it/handle/11380/591954

Cucchiara, R., Grana, C., A., P., & Vezzani, R. (2003). Computer Vision Techniques for PDA Accessibility of In-House Video Surveillance. ACM SIGMM International Workshop on Video Surveillance (IWVS). https://doi.org/10.1145/982452.982464

Seidenari, S., Pellacani, G., Grana, C., & Cucchiara, R. (2002). Development of a new program for image analysis of digital videomicroscopic images of pigmented skin lesions. JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY. https://iris.unimore.it/handle/11380/591921

Cucchiara, R., Grana, C., & Piccardi, M. (2002). Iterative fuzzy clustering for detecting regions of interest in skin lesions. AIIA NOTIZIE. https://iris.unimore.it/handle/11380/449705

Cucchiara, R., Grana, C., Prati, A., Seidenari, S., & Pellacani, G. (2002). Building the Topological Tree by Recursive FCM Color Clustering. Object recognition supported by user interaction for service robots Quebec. https://iris.unimore.it/handle/11380/308136

Cucchiara, R., Grana, C., & A., P. (2002). A Framework for Semantic Video Transcoding. Ottavo Convegno della Associazione Italiana per l'Intelligenza Artificiale. https://iris.unimore.it/handle/11380/466435

Cucchiara, R., Grana, C., & A., P. (2002). Detecting Moving Objects and their Shadows: An Evaluation with the PETS2002 Dataset. Third IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS’2002). https://iris.unimore.it/handle/11380/308132

Pellacani, G., Grana, C., & Seidenari, S. (2002). Comparison between computer elaboration and clinical assessment of asymmetry and border cut-off in melanoma images. EXPERIMENTAL DERMATOLOGY. https://iris.unimore.it/handle/11380/5495

Cucchiara, R., & Grana, C. (2002). Using the Topological Tree for skin lesion structure description. Sixth International Conference on Knowledge-Based Intelligent Information & Engineering Systems Podere d'Ombriano,Crema. https://iris.unimore.it/handle/11380/20582

Cucchiara, R., Grana, C., & Prati, A. (2002). Semantic transcoding for live video server. ACM International Conference on Multimedia. https://doi.org/10.1145/641007.641050

Cucchiara, R., Grana, C., Seidenari, S., & Pellacani, G. (2002). Exploiting color and topological features for region segmentation with recursive fuzzy c-means. MACHINE GRAPHICS & VISION. https://iris.unimore.it/handle/11380/307805

Cucchiara, R., Grana, C., & A., P. (2002). Semantic Transcoding for Live Video Server. International Conference of Multimedia Juan les Pins, fra. https://doi.org/10.1145/641043.641050

Cucchiara, R., Grana, C., M., P., A., P., & S., S. (2001). Improving shadow suppression in moving object detection with HSV color information. IEEE Intelligent Transportation Systems. https://iris.unimore.it/handle/11380/466413

Cucchiara, R., Grana, C., M., P., & A., P. (2001). Detecting objects, shadows and ghosts in video streams by exploiting color and motion information. International Conference on Image Analysis and Processing (ICIAP). https://doi.org/10.1109/ICIAP.2001.957036

Seidenari, S., Pellacani, G., A., M., & Grana, C. (2001). Automatic digital image analysis of pigmented skin lesion: development of a new program for geometric feature description. MELANOMA RESEARCH. https://iris.unimore.it/handle/11380/591920

Cucchiara, R., Grana, C., G., N., M., P., & Prati, A. (2001). The Sakbot system for moving object detection and tracking. European Workshop on Advanced Video-Based Surveillance Systems Kingston upon. https://iris.unimore.it/handle/11380/591916

A., P., I., M., Grana, C., & M. M., T. (2001). Shadow detection algorithms for traffic flow analysis: a comparative study. IEEE Intelligent Transportation Systems. https://doi.org/10.1109/ITSC.2001.948680

Cucchiara, R., Grana, C., Neri, G., Piccardi, M., & Prati, A. (2001). The Sakbot system for moving object detection and tracking. https://iris.unimore.it/handle/11380/308451

Cucchiara, R., Grana, C., & M., P. (2001). Iterative fuzzy clustering for detecting regions of interest in skin lesions. Workshop su "Intelligenza Artificiale, Visione e Pattern Recognition" Bari. https://iris.unimore.it/handle/11380/464334

Seidenari, S., Pellacani, G., & Grana, C. (2001). L’analisi d’immagine: geometrie, colori e tessiture. L’esperienza di Modena. Primo Congresso Nazionale Unificato di Dermatologia e Venereologia ADOI-SIDEV Roma. https://iris.unimore.it/handle/11380/591952

Seidenari, S., A., M., Grana, C., & Pellacani, G. (2000). Analisi computerizzata di immagini digitali di lesioni pigmentate cutanee: sviluppo di un nuovo software e descrizione dei parametri geometrici. IV Conferenza internazionale “Melanoma: dalla biologia alla clinica”. https://iris.unimore.it/handle/11380/591919

Seidenari, S., A., M., Grana, C., & Pellacani, G. (2000). Sviluppo di un nuovo programma per la descrizione numerica delle lesioni pigmentate: il modulo delle geometrie. XXXIX Congresso nazionale Associazione Dermatologi Ospedalieri Italiani Vieste (FG). https://iris.unimore.it/handle/11380/591918

Cucchiara, R., Grana, C., M., P., & A., P. (2000). Statistic and knowledge-based moving object detection in traffic scenes. IEEE Intelligent Transportation Systems. https://doi.org/10.1109/ITSC.2000.881013

Grana, C. (2000). Analisi di sequenze di immagini per sorveglianza e controllo del traffico. Scuola IAPR-IC "La Visione delle Macchine 2000". https://iris.unimore.it/handle/11380/591917