אילן שמשוני - הפקולטה למדעי המחשב והמידע

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Sheep biometric identification based on multiple body parts, Biton, R., Shimshoni, I., Godo, A., Lepar, J. & Halachmi, I., Jul 2026, In: Animal. 20, 7, 101863.
SHIC-XE: Viewpoint-Invariant Explainability via Dense 2D-3D Correspondences: an Application to Equine Pain Recognition, Feighelstein, M., Bibi, O., Rozenbaum, O., Sales, N. A. A. D., Ferraz, G. C., Shimshoni, I., van der Linden, D., Dalla Costa, E., Bremhorst, A., Spadavecchia, C. & Zamansky, A., Jul 2026, In: International Journal of Computer Vision. 134, 7, 342.
AI-Guided Home-Based Therapy for Convergence Insufficiency: A Comparative Feasibility Study with Pencil Push-Ups, Khatib, A., Raz, S., Shvartz, E., Shimshoni, I. & Jabaly-Habib, H., Jul 2026, In: Bioengineering. 13, 7, 828.
Investigating the capabilities of large vision language models in dog emotion recognition, Martvel, G., Zamansky, A., Shimshoni, I. & Bremhorst, A., Dec 2025, In: Scientific Reports. 15, 1, 41250.
Continuous automated analysis of facial dynamics of brachycephalic and normocephalic dogs in different contexts, Martvel, G., Eretová, P., Přibylová, L., Chaloupková, H., Pongrácz, P., Shimshoni, I., Chen Cittone, N., Michaeli, Y., Grinstein, D. & Zamansky, A., Dec 2025, In: BMC Veterinary Research. 21, 1, 372.
Dog facial landmarks detection and its applications for facial analysis, Martvel, G., Zamansky, A., Pedretti, G., Canori, C., Shimshoni, I. & Bremhorst, A., Dec 2025, In: Scientific Reports. 15, 1, 21886.
Comparison between AI and human expert performance in acute pain assessment in sheep, Feighelstein, M., Luna, S. P., Silva, N. O., Trindade, P. E., Shimshoni, I., van der Linden, D. & Zamansky, A., Dec 2025, In: Scientific Reports. 15, 1, 626.
Integrating AI into ecology for fully automated monitoring of endangered seabird breeding colonies, Schekler, I., Halabi, E., Sapir, N., Shimshoni, I., Hatzofe, O., Perlman, Y. & Kiat, Y., Nov 2025, In: Ecological Informatics. 91, 103380.
Does the tail show when the nose knows? Artificial intelligence outperforms human experts at predicting detection dogs finding their target through tail kinematics, Martvel, G., Pedretti, G., Lazebnik, T., Zamansky, A., Ouchi, Y., Monteiro, T., Farhat, N., Shimshoni, I., Michaeli, Y., Valsecchi, P., Hall, N., Marshall-Pescini, S. & Grinstein, D., 13 Aug 2025, In: Royal Society Open Science. 12, 8, 250399.
ActiveNaf: A novel NeRF-based approach for low-dose CT image reconstruction through active learning, Zidane, A. & Shimshoni, I., Jul 2025, In: Physica Medica. 135, 104997.
Image-Based POI Identification for Mobile Museum Guides: Design, Implementation, and User Evaluation, Egbariya, B., Dror, R., Kuflik, T. & Shimshoni, I., Jul 2025, In: Heritage. 8, 7, 266.
Action assessment in rehabilitation: Leveraging machine learning and vision-based analysis, Kryeem, A., Boutboul, N., Bear, I., Raz, S., Eluz, D., Itah, D., Hel-Or, H. & Shimshoni, I., Feb 2025, In: Computer Vision and Image Understanding. 251, 104228.
Erratum: Correction: Automated recognition of emotional states of horses from facial expressions (PloS one (2024) 19 7 DOI: 10.1371/journal.pone.0302893.), Feighelstein, M., Ricci-Bonot, C., Hasan, H., Weinberg, H., Rettig, T., Segal, M., Distelfeld, T., Shimshoni, I., Mills, D. S. & Zamansky, A., 2025, In: PLOS ONE. 20, 2, p. e0319501
Feasibility of Real Time 3D Object Detection for Accessibility Use Cases, Ali, M. H., Damouni, R., Nassar, A., Shimshoni, I. & Szpiro, S. F. A., 2025, Proceedings - 2025 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2025. Institute of Electrical and Electronics Engineers Inc., p. 1178-1179 2 p. (Proceedings - 2025 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2025).
Virtual Restoration of Archaeological Artifacts, Shimshoni, I. & Tal, A., 2025, Springer Series on Cultural Computing. Springer Science and Business Media Deutschland GmbH, p. 267-289 23 p. (Springer Series on Cultural Computing; vol. Part F827).
Automated video-based pain recognition in cats using facial landmarks, Martvel, G., Lazebnik, T., Feighelstein, M., Henze, L., Meller, S., Shimshoni, I., Twele, F., Schütter, A., Foraita, N., Kästner, S., Finka, L., Luna, S. P. L., Mills, D. S., Volk, H. A. & Zamansky, A., Dec 2024, In: Scientific Reports. 14, 1, 28006.
Computational investigation of the social function of domestic cat facial signals, Martvel, G., Scott, L., Florkiewicz, B., Zamansky, A., Shimshoni, I. & Lazebnik, T., Dec 2024, In: Scientific Reports. 14, 1, 27533.
Automated Detection of Cat Facial Landmarks, Martvel, G., Shimshoni, I. & Zamansky, A., Aug 2024, In: International Journal of Computer Vision. 132, 8, p. 3103-3118 16 p.
Automated recognition of emotional states of horses from facial expressions, Feighelstein, M., Riccie-Bonot, C., Hasan, H., Weinberg, H., Rettig, T., Segal, M., Distelfeld, T., Shimshoni, I., Mills, D. S. & Zamansky, A., Jul 2024, In: PLOS ONE. 19, 7, e0302893.
Calibration-Free Mobile Eye-Tracking Using Corneal Imaging, Mokatren, M., Kuflik, T. & Shimshoni, I., Feb 2024, In: Sensors. 24, 4, 1237.
ArcAid: Analysis of Archaeological Artifacts using Drawings, Hayon, O., Munger, S., Shimshoni, I. & Tal, A., 3 Jan 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 7249-7259 11 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).
The impact of a “smart water trough” on a sheep and goats smallholder farm, Bar-Shamai, A., Shimshoni, I., Godo, A., Lepar, J., Glasser, T., Morgan-Davies, C., Janová, J. & Halachmi, I., 2024, 11th European Conference on Precision Livestock Farming. Berckmans, D., Tassinari, P. & Torreggiani, D. (eds.). European Conference on Precision Livestock Farming, p. 1208-1215 8 p. (11th European Conference on Precision Livestock Farming).
Automated landmark-based cat facial analysis and its applications, Martvel, G., Lazebnik, T., Feighelstein, M., Meller, S., Shimshoni, I., Finka, L., Luna, S. P. L., Mills, D. S., Volk, H. A. & Zamansky, A., 2024, In: Frontiers in Veterinary Science. 11, 1442634.
Mobile Museum Visitors Guide based on an Indoor Localization System using Deep Learning-based Image Recognition, Egbariya, B., Kuflik, T. & Shimshoni, I., 2024, In: CEUR Workshop Proceedings. 3798
Deep learning for video-based automated pain recognition in rabbits, Feighelstein, M., Ehrlich, Y., Naftaly, L., Alpin, M., Nadir, S., Shimshoni, I., Pinho, R. H., Luna, S. P. L. & Zamansky, A., Dec 2023, In: Scientific Reports. 13, 1, 14679.
Geo-Referencing and Analysis of Entities Extracted from Old Drawings and Photos Using Computer Vision and Deep Learning Algorithms, David, L., Zohar, M. & Shimshoni, I., Dec 2023, In: ISPRS International Journal of Geo-Information. 12, 12, 500.
Explainable automated pain recognition in cats, Feighelstein, M., Henze, L., Meller, S., Shimshoni, I., Hermoni, B., Berko, M., Twele, F., Schütter, A., Dorn, N., Kästner, S., Finka, L., Luna, S. P. L., Mills, D. S., Volk, H. A. & Zamansky, A., Dec 2023, In: Scientific Reports. 13, 1, 8973.
Machine vision-based automatic lamb identification and drinking activity in a commercial farm, Alon, A., Shimshoni, I., Godo, A., Berenstein, R., Lepar, J., Bergman, N. & Halachmi, I., Sep 2023, In: Animal. 17, 9, 100923.
Automatic detection of migrating soaring bird flocks using weather radars by deep learning, Schekler, I., Nave, T., Shimshoni, I. & Sapir, N., Aug 2023, In: Methods in Ecology and Evolution. 14, 8, p. 2084-2094 11 p.
Estimating Withdrawal Time in Colonoscopies, Katzir, L., Veikherman, D., Dashinsky, V., Goldenberg, R., Shimshoni, I., Rabani, N., Cohen, R., Kelner, O., Rivlin, E. & Freedman, D., 2023, Computer Vision – ECCV 2022 Workshops, Proceedings. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 495-512 18 p. (Lecture Notes in Computer Science; vol. 13803 LNCS).
Personalized Monitoring in Home Healthcare: An Assistive System for Post Hip Replacement Rehabilitation, Kryeem, A., Raz, S., Eluz, D., Itah, D., Hel-Or, H. & Shimshoni, I., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023. Institute of Electrical and Electronics Engineers Inc., p. 1860-1869 10 p. (Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023).
Computer Vision and Robotics for Cultural Heritage: Theory and Applications, Caron, G., Bellon, O. R. P. & Shimshoni, I., Jan 2023, In: Journal of Imaging. 9, 1, 9.
3D Gaze Estimation Using RGB-IR Cameras, Mokatren, M., Kuflik, T. & Shimshoni, I., Jan 2023, In: Sensors. 23, 1, 381.
Segmenting Glandular Biopsy Images Using the Separate Merged Objects Algorithm, Sabban, D. & Shimshoni, I., 2023, Computer Vision – ECCV 2022 Workshops, Proceedings. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 466-481 16 p. (Lecture Notes in Computer Science; vol. 13803 LNCS).
Automated recognition of pain in cats, Feighelstein, M., Shimshoni, I., Finka, L. R., Luna, S. P. L., Mills, D. S. & Zamansky, A., Dec 2022, In: Scientific Reports. 12, 1, 9575.
Explainable automated recognition of emotional states from canine facial expressions: the case of positive anticipation and frustration, Boneh-Shitrit, T., Feighelstein, M., Bremhorst, A., Amir, S., Distelfeld, T., Dassa, Y., Yaroshetsky, S., Riemer, S., Shimshoni, I., Mills, D. S. & Zamansky, A., Dec 2022, In: Scientific Reports. 12, 1, 22611.
Spatio-Temporal Calibration of Multiple Kinect Cameras Using 3D Human Pose, Eichler, N., Hel-Or, H. & Shimshoni, I., Nov 2022, In: Sensors. 22, 22, 8900.
Thin section analysis for ceramic petrography using motion analysis and segmentation techniques, Lerner, J. & Shimshoni, I., Sep 2022, In: Machine Vision and Applications. 33, 5, 70.
Improving Office Workers' Workspace Using a Self-adjusting Computer Screen, Kronenberg, R., Kuflik, T. & Shimshoni, I., 16 Aug 2022, In: ACM Transactions on Interactive Intelligent Systems. 12, 3, 3545993.
ARIDF: Automatic Representative Image Dataset Finder for Image Based Localization, Mokatren, M., Kuflik, T. & Shimshoni, I., 4 Jul 2022, UMAP2022 - Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 383-390 8 p. (UMAP2022 - Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization).
Automatic and Efficient Fall Risk Assessment Based on Machine Learning, Eichler, N., Raz, S., Toledano-Shubi, A., Livne, D., Shimshoni, I. & Hel-Or, H., 1 Feb 2022, In: Sensors. 22, 4, 1557.
3D motion capture system for assessing patient motion during Fugl-Meyer stroke rehabilitation testing, Eichler, N., Hel-Or, H., Shimshoni, I., Itah, D., Gross, B. & Raz, S., 1 Oct 2018, In: IET Computer Vision. 12, 7, p. 963-975 13 p.
Efficient sliding window computation for NN-based template matching, Talker, L., Moses, Y. & Shimshoni, I., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 409-424 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11214 LNCS).
Computer-based, automatic recording and illustration of complex archaeological artifacts, Gilboa, A., Tal, A., Shimshoni, I. & Kolomenkin, M., 2013, In: Journal of Archaeological Science. 40, 2, p. 1329-1339 11 p.
Multi-scale curve detection on surfaces, Kolomenkin, M., Shimshoni, I. & Tal, A., 2013, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 225-232 8 p., 6618880.
Reliable and efficient landmark-based localization for mobile robots, Loevsky, I. & Shimshoni, I., 31 May 2010, In: Robotics and Autonomous Systems. 58, 5, p. 520-528 9 p.
Mean shift based clustering in high dimensions: A texture classification example, Georgescu, B., Shimshoni, I. & Meer, P., 2003, p. 456-463. 8 p.
ROR: rejection of outliers by rotations in stereo matching, Adam, A., Rivlin, E. & Shimshoni, I., 2000, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 1, p. 2-9 8 p.
Image-based robot navigation under the perspective model, Basri, R., Rivlin, E. & Shimshoni, I., 1999, In: Proceedings - IEEE International Conference on Robotics and Automation. 4, p. 2578-2583 6 p.
Probabilistic 3D object recognition, Shimshoni, I. & Ponce, J., 1995, p. 488-493. 6 p.

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