Publications – 2021

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By tech | December 17, 2021 | Category Publications

• Kotseruba, I., Rasouli, A., & Tsotsos, J. K. (2021). Benchmark for evaluating pedestrian action prediction. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (pp. 1258-1268).
• Tsotsos, J. K., Abid, O., Kotseruba, I., & Solbach, M. D. (2021). On the control of attentional processes in vision. Cortex, 137, 305-329.
• Kotseruba, I., & Tsotsos, J. K. (2021). Behavioral research and practical models of drivers’ attention. arXiv preprint arXiv:2104.05677.
• Solbach, M. D., & Tsotsos, J. K. (2021). Blocks World Revisited: The Effect of Self-Occlusion on Classification by Convolutional Neural Networks. In Proceedings of the IEEE/CVF International Conference on Computer Vision (pp. 3505-3514).
• Yoo, S. A., Martinez-Trujillo, J. C., Treue, S., Tsotsos, J. K., & Fallah, M. (2021). Feature-based attention induces surround suppression during the perception of visual motion. bioRxiv, 2021-02.
• Solbach, M. D., & Tsotsos, J. K. (2021, May). Tracking active observers in 3D visuo-cognitive tasks. In ACM Symposium on eye tracking research and applications (pp. 1-3).
• Korbach, C., Solbach, M. D., Memmesheimer, R., Paulus, D., & Tsotsos, J. K. (2021). Next-Best-View Estimation based on Deep Reinforcement Learning for Active Object Classification. arXiv preprint arXiv:2110.06766.
• Tsotsos, J. K., & Luo, J. (2021). Probing the Effect of Selection Bias on Generalization: A Thought Experiment. arXiv preprint arXiv:2105.09934.
• Mehrani, P., & Tsotsos, J. K. (2021). Early recurrence enables figure border ownership. Vision Research, 186, 23-33.
• Mehrani, P., & Tsotsos, J. K. (2021). Learning a model of shape selectivity in V4 cells reveals shape encoding mechanisms in the brain. arXiv preprint arXiv:2111.14250.
• Solbach, M. D., & Tsotsos, J. K. (2021). Active Observer Visual Problem-Solving Methods are Dynamically Hypothesized, Deployed and Tested. arXiv preprint arXiv:2108.08145.
• Kotseruba, I., Papagelis, M., & Tsotsos, J. K. (2021). Industry and Academic Research in Computer Vision. arXiv preprint arXiv:2107.04902.
• Tsotsos, J.K., Active Recognition, Computer Vision: A Reference Guide, edited by K. Ikeuchi, Springer.