Publications

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Contents

Articles in international journals

  • Z. Ying, X. Hu, C. Mai, Y. Zhai, Y. Zhou, P. Coscia, and A. Genovese, "MSTAF-CDN: Multi-scale temporal attention fusion network for remote sensing change detection", in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2026, pp. 1-15. ISSN: 2151-1535. [DOI: 10.1109/JSTARS.2026.3671044] [PDF] [BibTex entry]
  • Z. Jiang, F. Ke, Y. Zhai, J. Zhou, P. Coscia, and A. Genovese, "Deep radar perception network with RTK supervision for slow-moving UAV detection", in IEEE Transactions on Instrumentation and Measurement, 2026. ISSN: 1557-9662. [DOI: 10.1109/TIM.2026.3687291] [PDF] [BibTex entry]
  • Z. Ying, W. Ke, Y. Zhai, X. Liu, J. Zhou, P. Coscia, and A. Genovese, "Diffusion-augmented direct classification: A few-shot learning framework for Synthetic Aperture Radar image automatic target recognition", in Engineering Applications of Artificial Intelligence, vol. 166, no. 113648, February, 2026, pp. 1-15. ISSN: 0952-1976. [DOI: 10.1016/j.engappai.2025.113648] [PDF] [BibTex entry]
  • P. Coscia, A. Fusillo, A. Genovese, V. Piuri, and F. Scotti, "On the relevance of patch-based extraction methods for monocular depth estimation", in Image and Vision Computing, vol. 166, no. 105857, February, 2026, pp. 1-17. ISSN: 0262-8856. [DOI: 10.1016/j.imavis.2025.105857] [PDF] [BibTex entry]
  • Y. Chen, Y. Xu, T. Wang, Y. Zhai, K. Tan, J. Zhou, P. Coscia, A. Genovese, and C. L. Philip Chen, "Self-supervised CLIP-guided for few-shot industrial anomaly detection", in IEEE Transactions on Instrumentation and Measurement, 2026. ISSN: 1557-9662. [DOI: 10.1109/TIM.2026.3661696] [PDF] [BibTex entry]
  • P. Coscia, A. Genovese, V. Piuri, K. N. Plataniotis, and F. Scotti, "Distributed anomaly detection with attention-guided diffusion models and client-side defect generation", in IEEE Systems Journal, vol. 19, no. 4, December, 2025, pp. 1145-1156. ISSN: 1937-9234. [DOI: 10.1109/JSYST.2025.3619401] [PDF] [BibTex entry]
  • M. B. Anley, P. Coscia, A. Genovese, and V. Piuri, "FELACS: Federated learning with adaptive client selection for IoT DDoS attack detection", in Computers & Security, vol. 158, no. 104642, November, 2025, pp. 1-13. ISSN: 0167-4048. [DOI: 10.1016/j.cose.2025.104642] [PDF] [BibTex entry]
  • P. Coscia, A. Genovese, V. Piuri, and F. Scotti, "OneN: Guided attention for natively-explainable anomaly detection", in Image and Vision Computing, vol. 163, no. 105741, November, 2025, pp. 1-18. ISSN: 0262-8856. [DOI: 10.1016/j.imavis.2025.105741] [PDF] [BibTex entry]
  • Z. Liang, Y. Xu, Y. Zhai, H. Zhu, J. Xi, P. Coscia, and A. Genovese, "Dimension decoupling vision-language transformer for industrial container marking and natural scene text spotting", in Journal of Industrial Information Integration, vol. 48, no. 100926, November, 2025, pp. 1-14. ISSN: 2452-414X. [DOI: 10.1016/j.jii.2025.100926] [PDF] [BibTex entry]
  • F. Rundo, A. A. Messina, M. Fiore and M. Calabretta, P. Coscia, and S. Battiato, "Hyperbolic Deep Learning System for Intelligent Gate-Driving and Health Monitoring of Silicon-Carbide Power MOSFETs", in Open Journal of the Computer Society, IEEE, September, 2025, pp. 1-12. ISSN: 2644-1268. [DOI: 10.1109/OJCS.2025.3614091] [PDF] [BibTex entry]
  • C. Dong, C. Wang, Y. Zhai, Y. Li, J. Zhou, P. Coscia, A. Genovese, V. Piuri, and F. Scotti, "GMTNet: Dense object detection via global dynamically matching transformer network", in IEEE Transactions on Circuits and Systems for Video Technology, vol. 35, no. 5, May, 2025, pp. 4923-4936. ISSN: 1558-2205. [DOI: 10.1109/TCSVT.2024.3522661] [PDF] [BibTex entry]
  • T. Wang, Z. Li, Y. Xu, Y. Zhai, X. Xing, K. Guo, P. Coscia, A. Genovese, V. Piuri, and F. Scotti, "CLIP-vision guided few-shot metal surface defect recognition", in IEEE Transactions on Industrial Informatics, vol. 21, no. 5, May, 2025, pp. 4273-4284. ISSN: 1941-0050. [DOI: 10.1109/TII.2025.3547353] [PDF] [BibTex entry]
  • Y. Zhai, W. Pan, Y. Liang, H. Zhu, Z. Long, P. Coscia, A. Genovese, V. Piuri, and F. Scotti, "Bidirectional feature pyramid siamese anomaly detection network with cellular anomaly generation for container marking", in IEEE Transactions on Instrumentation and Measurement, vol. 74, no. 5022817, March, 2025, pp. 1-17. ISSN: 1557-9662. [DOI: 10.1109/TIM.2025.3554326] [PDF] [BibTex entry]
  • C. Qin, Z. Chen, D. Wang, B. Zheng, J. Luo, J. Zeng, X. Jia, J. Wen, M. Hu, Y. Zhai, P. Coscia, and A. Genovese, "DUR-Net+: Semi-supervised abdominal CT pheochromocytoma segmentation via dynamic uncertainty rectified and prior knowledge from SAM-Med3D", in IEEE Journal of Biomedical and Health Informatics, 2025, pp. 1-14. ISSN: 2168-2208. [DOI: 10.1109/JBHI.2025.3594897] [PDF] [BibTex entry]
  • Y. Xu, B. Li, Y. Zhai, F. Ke, J. Zhou, P. Coscia, A. Genovese, V. Piuri, and F. Scotti, "PBSD-Net: Prismatic battery surface defect detection via sliding slice amplification and shunted dynamic snake convolution", in IEEE Transactions on Automation Science and Engineering, vol. 22, 2025, pp. 24294-24310. ISSN: 1558-3783. [DOI: 10.1109/TASE.2025.3620333] [PDF] [BibTex entry]
  • Z. Ying, Y. Zhou, Y. Zhai, H. Zhu, H. Zhang, P. Coscia, A. Genovese, F. Scotti, V. Piuri, and C. L. Philip Chen, "AEGL-Net: Adaptive multiscale global-local feature fusion network for remote sensing change detection", in IEEE Transactions on Geoscience and Remote Sensing, vol. 63, no. 5627219, 2025, pp. 1-19. ISSN: 1558-0644. [DOI: 10.1109/TGRS.2025.3575591] [PDF] [BibTex entry]
  • J. Zeng, S. Deng, Y. Zhai, X. Jia, C. Qin, P. Coscia, A. Genovese, V. Piuri, and F. Scotti, "Spatial reconstruction and joint training in transformer network for cross-domain remote sensing images semantic segmentation", in IEEE Transactions on Geoscience and Remote Sensing, vol. 63, no. 5406618, 2025, pp. 1-18. ISSN: 1558-0644. [DOI: 10.1109/TGRS.2025.3599841] [PDF] [BibTex entry]
  • Y. Zhai, Z. Shen, J. Zeng, H. Zhang, H. Zhu, Q. Chang, Y. Cui, P. Coscia, and A. Genovese, "Remote sensing change detection via centralized low-high rank representation", in IEEE Transactions on Geoscience and Remote Sensing, vol. 63, no. 5647515, 2025, pp. 1-15. ISSN: 1558-0644. [DOI: 10.1109/TGRS.2025.3616118] [PDF] [BibTex entry]
  • H. Zhu, J. You, Y. Zhai, Y. Xu, T. Wang, Y. Chen, J. Zhou, P. Coscia, A. Genovese, and C. L. Philip Chen, "DS2A-Former: Battery surface defect segmentation via dual stream spatial attention transformer network", in IEEE Transactions on Instrumentation and Measurement, vol. 74, no. 2530917, 2025, pp. 1-17. ISSN: 1557-9662. [DOI: 10.1109/TIM.2025.3572164] [PDF] [BibTex entry]
  • C. Dong, W. Qiu, Y. Li, Y. Zhai, X. Liu, C. Mai, H. Zhu, J. Zhou, P. Coscia, A. Genovese, and C. L. Philip Chen, "Bidirectional interactive multi-scale aggregation network for vehicle detection in urban traffic", in IEEE Transactions on Intelligent Transportation Systems, 2025, pp. 1-21. ISSN: 1558-0016. [DOI: 10.1109/TITS.2025.3639483] [PDF] [BibTex entry]
  • Q. Chang, J. Xu, Y. Cui, Y. Zhai, P. Coscia, A. Genovese, V. Piuri, and F. Scotti, "Useg-PanoDepth: Unified 360° depth estimation for indoor and outdoor scenes with semantic assistance", in IEEE Transactions on Multimedia, vol. 28, 2025, pp. 454-464. ISSN: 1941-0077. [DOI: 10.1109/TMM.2025.3623503] [PDF] [BibTex entry]
  • Y. Zhai, J. Pan, H. Zhang, T. Xian, Y. Xu, P. Coscia, A. Genovese, V. Piuri, F. Scotti, and C. L. Philip Chen, "Efficient adjacent feature harmonizer network with UAV-CD+ dataset for remote sensing change detection", in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, November, 2024, pp. 1-18. ISSN: 1558-0644. [DOI: 10.1109/TGRS.2024.3502768] [PDF] [BibTex entry]
  • Z. Ying, T. Xian, Y. Zhai, X. Jia, H. Zhang, J. Pan, P. Coscia, A. Genovese, V. Piuri, and F. Scotti, "DS-HyFA-Net: A deeply supervised hybrid feature aggregation network with multi-encoders for change detection in high-resolution imagery", in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, no. 5643317, October, 2024, pp. 1-17. ISSN: 1558-0644. [DOI: 10.1109/TGRS.2024.3471075] [PDF] [BibTex entry]
  • A. Bertugli, S. Calderara, P. Coscia, L. Ballan, and R. Cucchiara, "AC-VRNN: Attentive Conditional-VRNN for multi- future trajectory prediction", in Computer Vision and Image Understanding, vol. 210, no. 103245, Elsevier, September, 2021, pp. 1-16. ISSN: 1077-3142. [DOI: 10.1016/j.cviu.2021.103245] [PDF] [BibTex entry]
  • P. Coscia, P. Braca, L. M. Millefiori, F. A.N. Palmieri, and P. Willett, "Multiple Ornstein–Uhlenbeck Processes for Maritime Traffic Graph Representation", in IEEE Transactions on Aerospace and Electronic Systems, vol. 54, no. 5, October, 2018, pp. 2158-2170. ISSN: 1557-9603. [DOI: 10.1109/TAES.2018.2808098] [PDF] [BibTex entry]
  • P. Coscia, F. Castaldo, F. A.N. Palmieri, A. Alahi, S. Savarese, and L. Ballan, "Long-term path prediction in urban scenarios using circular distributions", in Image and Vision Computing, vol. 69, Elsevier, January, 2018, pp. 81-91. ISSN: 0262-8856. [DOI: 10.1016/j.imavis.2017.11.006] [PDF] [BibTex entry]

Articles in proceedings of international conferences

  • P. Coscia, A. Genovese, V. Piuri, and F. Scotti, "Granulo-10k: A Large-Scale Benchmark Dataset for Multiple-View Industrial Granulometry", in Proc. of the 2026 IEEE Int. Conf. on Image Processing (ICIP 2026), Tampere, Finland, September 13-17, 2026, pp. 1-6 (Accepted) [BibTex entry]
  • P. Coscia, S. Ferrari, V. Piuri, and A. Salman, "Synthetic and (Un)Secure: Evaluating Generalized Membership Inference Attacks on Image Data", in Proc. of the 22nd Int. Conf. on Security and Cryptography (SECRYPT 2025), Bilbao, Spain, June 11-13, 2025. ISSN: 2184-7711. [DOI: 10.5220/0013657700003979] [PDF] [BibTex entry]
  • P. Coscia, A. Genovese, and F. Scotti and V. Piuri, "Features disentanglement for explainable convolutional neural networks", in Proc. of the 2024 IEEE Int. Conf. on Image Processing (ICIP 2024), Abu Dhabi, UAE, October 27-30, 2024, pp. 514-520. ISBN: 979-8-3503-4939-9. [DOI: 10.1109/ICIP51287.2024.10647568] [PDF] [BibTex entry]
  • P. Coscia, A. Genovese, F. Scotti, and V. Piuri, "Adversarial defect synthesis for industrial products in low data regime", in Proc. of the 2023 IEEE Int. Conf. on Image Processing (ICIP 2023), Kuala Lumpur, Malaysia, October 8-11, 2023, pp. 1360-1364. ISBN: 978-1-7281-9835-4. [DOI: 10.1109/ICIP49359.2023.10222874] [PDF] [BibTex entry]
  • P. Coscia, A. Genovese, V. Piuri, F. Rundo, and F. Scotti, "Tree-based optimization for image-to-image translation with imbalanced datasets on the edge", in Proc. of the 2023 IEEE Int. Conf. on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA 2023), June 12-14, 2023, pp. 1-6. ISBN: 979-8-3503-3636-8. [DOI: 10.1109/CIVEMSA57781.2023.10230904] [PDF] [BibTex entry]
  • P. Coscia, A. Genovese, F. Scotti, and V. Piuri, "Applications and limits of image-to-image translation models", in Proc. of the 24th Int. Conf. on Digital Signal Processing (DSP 2023), Rhodes Island, Greece, June 11-13, 2023, pp. 1-5. ISBN: 979-8-3503-3959-8. [DOI: 10.1109/DSP58604.2023.10167879] [PDF] [BibTex entry]
  • N. Osman, E. Cancelli, G. Camporese and P. Coscia, and L. Ballan, "Early Pedestrian Intent Prediction via Features Estimation", in Proc. of the 2022 IEEE Int. Conf. on Image Processing (ICIP 2022), Bordeaux, France, October 16-19, 2022, pp. 3446-3450. ISBN: 978-1-6654-9620-9. [DOI: 10.1109/ICIP46576.2022.9897636] [PDF] [BibTex entry]
  • F. L. Chiara, P. Coscia, S. Das, S. Calderara, R. Cucchiara, and L. Ballan, "Goal-driven Self-Attentive Recurrent Networks for Trajectory Prediction", in Proc. of the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), New Orleans, LA, USA, June 19-20, 2022, pp. 2517-2526. ISBN: 978-1-6654-8739-9. [DOI: 10.1109/CVPRW56347.2022.00282] [PDF] [BibTex entry]
  • A. Monti, A. Porrello, S. Calderara and P. Coscia, L. Ballan, and R. Cucchiara, "How Many Observations Are Enough? Knowledge Distillation for Trajectory Forecasting", in Proc. of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, USA, June 18-24, 2022, pp. 6553-6562. ISBN: 978-1-6654-6946-3. [DOI: 10.1109/CVPR52688.2022.00644] [PDF] [BibTex entry]
  • N. Osman, G. Camporese, and P. Coscia and L. Ballan, "SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos", in Prof. of the 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Montreal, BC, Canada, October 11-17, 2021, pp. 3430-3438. ISBN: 978-1-6654-0191-3. [DOI: 10.1109/ICCVW54120.2021.00383] [PDF] [BibTex entry]
  • G. Camporese, P. Coscia, A. Furnari and G. M. Farinella, and L. Ballan, "Knowledge Distillation for Action Anticipation via Label Smoothing", in Proc. of the 2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, January 10-15, 2021, pp. 3312-3319. ISBN: 978-1-7281-8808-9. [DOI: 10.1109/ICPR48806.2021.9412660] [PDF] [BibTex entry]
  • T. Tesan, P. Coscia, and L. Ballan, "A CNN-RNN Framework for Image Annotation from Visual Cues and Social Network Metadata", in Proc. of the 2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, January 10-15, 2021, pp. 231-238. ISBN: 978-1-7281-8808-9. [DOI: 10.1109/ICPR48806.2021.9412660] [PDF] [BibTex entry]
  • M. Lisotto, P. Coscia, and L. Ballan, "Social and Scene-Aware Trajectory Prediction in Crowded Spaces", in Proc. of the 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), Seoul, Korea (South), October 27-28, 2019, pp. 2567-2574. ISBN: 978-1-7281-5023-9. [DOI: 10.1109/ICPR48806.2021.9412660] [PDF] [BibTex entry]
  • P. Coscia, F. A.N. Palmieri, P. Braca, L. M. Millefiori, and P. Willett, "Unsupervised Maritime Traffic Graph Learning with Mean-Reverting Stochastic Processes", in Proc. of the 2018 21st International Conference on Information Fusion (FUSION), Cambridge, UK, July 10-13, 2018, pp. 1822-1828. ISBN: 978-0-9964527-6-2. [DOI: 10.23919/ICIF.2018.8455392] [PDF] [BibTex entry]
  • P. Coscia, F. Castaldo F. A.N. Palmieri, L. Ballan, A. Alahi, and S. Savarese, "Point-based path prediction from polar histograms", in Proc. of the 2016 19th International Conference on Information Fusion (FUSION), Heidelberg, Germany, July 05-08, 2016, pp. 1961-1967. ISBN: 978-0-9964-5274-8. [PDF] [BibTex entry]

Book chapters

  • O. Vermesan, V. Piuri, F. Scotti, A. Genovese, R. Donida Labati, and P. Coscia, "Explainability and interpretability concepts for Edge AI systems", in Advancing Edge Artificial Intelligence: System Contexts, O. Vermesan, and D. Marples (eds.), River Publishers, 2023, pp. 197-227. ISBN: 9788770041010. [DOI: 10.13052/rp-9788770041010] [PDF] [BibTex entry]
  • P. Coscia, L. Ballan, F. A.N. Palmieri, A. Alahi, and S. Savarese, "Linear Artificial Forces for Human Dynamics in Complex Contexts", in Neural Approaches to Dynamics of Signal Exchanges, A. Esposito, M. Faundez-Zanuy, F. C. Morabito, and E. Pasero (eds.), Springer Singapore, Singapore, 2020, pp. 21-33. ISBN: 978-981-13-8950-4. [DOI: 10.1007/978-981-13-8950-4_3] [PDF] [BibTex entry]
  • P. Coscia, F. A.N. Palmieri, F. Castaldo, and A. Cavallo, "3-D Hand Pose Estimation from Kinect's Point Cloud Using Appearance Matching", in Advances in Neural Networks, S. Bassis, A. Esposito, F. C. Morabito, and E. Pasero (eds.), Springer International Publishing, Cham, 2016, pp. 37-45. ISBN: 8-3-319-33747-0. [DOI: 10.1007/978-3-319-33747-0_4] [PDF] [BibTex entry]

Editorials for special issues in international journals