John K. Tsotsos

252 papers A* 25A 9B 4C 7Misc 1Journal 121Unranked 78

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Boosting Reinforcement Learning in 3D Visuospatial Tasks Through Human-Informed Curriculum Design. CoRR Markus D. Solbach, John K. Tsotsos
2025	J	`jnl`	DIJIT: A Robotic Head for an Active Observer. CoRR Mostafa Kamali Tabrizi, Mingshi Chi, Bir Bikram Dey, Yu Qing Yuan, Markus D. Solbach, Yiqian Liu, Michael Jenkin, John K. Tsotsos
2025	J	`jnl`	Effects of Biases in Geometric and Physics-Based Imaging Attributes on Classification Performance. J. Imaging Bahman Rouhani, John K. Tsotsos
2025	J	`jnl`	SNAP: A Benchmark for Testing the Effects of Capture Conditions on Fundamental Vision Tasks. CoRR Iuliia Kotseruba, John K. Tsotsos
2024	C	`conf`	Data Limitations for Modeling Top-Down Effects on Drivers' Attention. IV Iuliia Kotseruba, John K. Tsotsos
2024	J	`jnl`	Data Limitations for Modeling Top-Down Effects on Drivers' Attention. CoRR Iuliia Kotseruba, John K. Tsotsos
2024	C	`conf`	SCOUT+: Towards Practical Task-Driven Drivers' Gaze Prediction. IV Iuliia Kotseruba, John K. Tsotsos
2024	J	`jnl`	SCOUT+: Towards Practical Task-Driven Drivers' Gaze Prediction. CoRR Iuliia Kotseruba, John K. Tsotsos
2024	J	`jnl`	Statistical Challenges with Dataset Construction: Why You Will Never Have Enough Images. CoRR Josh Goldman, John K. Tsotsos
2024	C	`conf`	Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation. IV Iuliia Kotseruba, John K. Tsotsos
2023	J	`jnl`	Self-attention in Vision Transformers Performs Perceptual Grouping, Not Attention. CoRR Paria Mehrani, John K. Tsotsos
2023	J	`jnl`	Self-attention in vision transformers performs perceptual grouping, not attention. Frontiers Comput. Sci. Paria Mehrani, John K. Tsotsos
2023	J	`jnl`	The Psychophysics of Human Three-Dimensional Active Visuospatial Problem-Solving. CoRR Markus D. Solbach, John K. Tsotsos
2023	J	`jnl`	Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation. CoRR Iuliia Kotseruba, John K. Tsotsos
2022	J	`jnl`	Attention for Vision-Based Assistive and Automated Driving: A Review of Algorithms and Datasets. IEEE Trans. Intell. Transp. Syst. Iuliia Kotseruba, John K. Tsotsos
2022	J	`jnl`	Video Action Recognition for Lane-Change Classification and Prediction of Surrounding Vehicles. IEEE Trans. Intell. Veh. Mahdi Biparva, David Fernández Llorca, Rubén Izquierdo Gonzalo, John K. Tsotsos
2022	J	`jnl`	When We Study the Ability to Attend, What Exactly Are We Trying to Understand? J. Imaging John K. Tsotsos
2021	J	`jnl`	Active Observer Visual Problem-Solving Methods are Dynamically Hypothesized, Deployed and Tested. CoRR Markus D. Solbach, John K. Tsotsos
2021	J	`jnl`	Behavioral Research and Practical Models of Drivers' Attention. CoRR Iuliia Kotseruba, John K. Tsotsos
2021	A	`conf`	Benchmark for Evaluating Pedestrian Action Prediction. WACV Iuliia Kotseruba, Amir Rasouli, John K. Tsotsos
2021	—	`conf`	Blocks World Revisited: The Effect of Self-Occlusion on Classification by Convolutional Neural Networks. ICCVW Markus D. Solbach, John K. Tsotsos
2021	J	`jnl`	Blocks World Revisited: The Effect of Self-Occlusion on Classification by Convolutional Neural Networks. CoRR Markus D. Solbach, John K. Tsotsos
2021	J	`jnl`	Industry and Academic Research in Computer Vision. CoRR Iuliia Kotseruba, Manos Papagelis, John K. Tsotsos
2021	J	`jnl`	Learning a model of shape selectivity in V4 cells reveals shape encoding mechanisms in the brain. CoRR Paria Mehrani, John K. Tsotsos
2021	J	`jnl`	Next-Best-View Estimation based on Deep Reinforcement Learning for Active Object Classification. CoRR Christian Korbach, Markus D. Solbach, Raphael Memmesheimer, Dietrich Paulus, John K. Tsotsos
2021	J	`jnl`	On the Control of Attentional Processes in Vision. CoRR John K. Tsotsos, Omar Abid, Iuliia Kotseruba, Markus D. Solbach
2021	J	`jnl`	Probing the Effect of Selection Bias on NN Generalization with a Thought Experiment. CoRR John K. Tsotsos, Jun Luo
2021	—	`conf`	Tracking Active Observers in 3D Visuo-Cognitive Tasks. ETRA Adjunct Markus D. Solbach, John K. Tsotsos
2021	J	`jnl`	Video action recognition for lane-change classification and prediction of surrounding vehicles. CoRR Mahdi Biparva, David Fernández Llorca, Rubén Izquierdo Gonzalo, John K. Tsotsos
2020	J	`jnl`	40 years of cognitive architectures: core cognitive abilities and practical applications. Artif. Intell. Rev. Iuliia Kotseruba, John K. Tsotsos
2020	J	`jnl`	An Empirical Method to Quantify the Peripheral Performance Degradation in Deep Networks. CoRR Calden Wloka, John K. Tsotsos
2020	J	`jnl`	Attention-based active visual search for mobile robots. Auton. Robots Amir Rasouli, Pablo Lanillos, Gordon Cheng, John K. Tsotsos
2020	J	`jnl`	Autonomous Vehicles That Interact With Pedestrians: A Survey of Theory and Practice. IEEE Trans. Intell. Transp. Syst. Amir Rasouli, John K. Tsotsos
2020	J	`jnl`	Compact Neural Representation Using Attentive Network Pruning. CoRR Mahdi Biparva, John K. Tsotsos
2020	J	`jnl`	Contextual Interference Reduction by Selective Fine-Tuning of Neural Networks. CoRR Mahdi Biparva, John K. Tsotsos
2020	J	`jnl`	Do Saliency Models Detect Odd-One-Out Targets? New Datasets and Evaluations. CoRR Iuliia Kotseruba, Calden Wloka, Amir Rasouli, John K. Tsotsos
2020	C	`conf`	Do They Want to Cross? Understanding Pedestrian Intention for Behavior Prediction. IV Iuliia Kotseruba, Amir Rasouli, John K. Tsotsos
2020	J	`jnl`	Incremental Learning Through Deep Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Amir Rosenfeld, John K. Tsotsos
2020	J	`jnl`	PESAO: Psychophysical Experimental Setup for Active Observers. CoRR Markus D. Solbach, John K. Tsotsos
2020	J	`jnl`	Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs. CoRR Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2020	J	`jnl`	Selective Segmentation Networks Using Top-Down Attention. CoRR Mahdi Biparva, John K. Tsotsos
2020	—	`conf`	Two-Stream Networks for Lane-Change Prediction of Surrounding Vehicles. ITSC David Fernández Llorca, Mahdi Biparva, Rubén Izquierdo Gonzalo, John K. Tsotsos
2020	J	`jnl`	Two-Stream Networks for Lane-Change Prediction of Surrounding Vehicles. CoRR David Fernández Llorca, Mahdi Biparva, Rubén Izquierdo Gonzalo, John K. Tsotsos
2019	J	`jnl`	A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision. CoRR John K. Tsotsos, Iuliia Kotseruba, Alexander Andreopoulos, Yulong Wu
2019	A	`conf`	Do Saliency Models Detect Odd-One-Out Targets? New Datasets and Evaluations. BMVC Iuliia Kotseruba, Calden Wloka, Amir Rasouli, John K. Tsotsos
2019	J	`jnl`	Early Salient Region Selection Does Not Drive Rapid Visual Categorization. CoRR John K. Tsotsos, Iuliia Kotseruba, Calden Wloka
2019	J	`jnl`	Early recurrence enables figure border ownership. CoRR Paria Mehrani, John K. Tsotsos
2019	—	`conf`	Fast Visual Object Tracking using Ellipse Fitting for Rotated Bounding Boxes. ICCV Workshops Bao Xin Chen, John K. Tsotsos
2019	J	`jnl`	Fast Visual Object Tracking with Rotated Bounding Boxes. CoRR Bao Xin Chen, John K. Tsotsos
2019	J	`jnl`	High-Level Perceptual Similarity is Enabled by Learning Diverse Tasks. CoRR Amir Rosenfeld, Richard S. Zemel, John K. Tsotsos
2019	—	`conf`	Intriguing Properties of Randomly Weighted Networks: Generalizing While Learning Next to Nothing. CRV Amir Rosenfeld, John K. Tsotsos
2019	J	`jnl`	Multiplicative modulations in hue-selective cells enhance unique hue representation. CoRR Paria Mehrani, Andrei Mouraviev, John K. Tsotsos
2019	A*	`conf`	PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction. ICCV Amir Rasouli, Iuliia Kotseruba, Toni Kunic, John K. Tsotsos
2019	A	`conf`	Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs. BMVC Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2019	J	`jnl`	Scene Classification in Indoor Environments for Robots using Context Based Word Embeddings. CoRR Bao Xin Chen, Raghavender Sahdev, Dekun Wu, Xing Zhao, Manos Papagelis, John K. Tsotsos
2019	—	`conf`	The Seventh Visual Object Tracking VOT2019 Challenge Results. ICCV Workshops Matej Kristan, Amanda Berg, Linyu Zheng, Litu Rout, Luc Van Gool, Luca Bertinetto, Martin Danelljan, Matteo Dunnhofer, Meng Ni, Min Young Kim, Ming Tang, Ming-Hsuan Yang, Abdelrahman Eldesokey, Naveen Paluru, Niki Martinel, Pengfei Xu, Pengfei Zhang, Pengkun Zheng, Pengyu Zhang, Philip H. S. Torr, Qi Zhang, Qiang Wang, Qing Guo, Radu Timofte, Jani Käpylä, Rama Krishna Sai Subrahmanyam Gorthi, Richard M. Everson, Ruize Han, Ruohan Zhang, Shan You, Shao-Chuan Zhao, Shengwei Zhao, Shihu Li, Shikun Li, Shiming Ge, Gustavo Fernández, Shuai Bai, Shuosen Guan, Tengfei Xing, Tianyang Xu, Tianyu Yang, Ting Zhang, Tomás Vojír, Wei Feng, Weiming Hu, Weizhao Wang, Abel Gonzalez-Garcia, Wenjie Tang, Wenjun Zeng, Wenyu Liu, Xi Chen, Xi Qiu, Xiang Bai, Xiao-Jun Wu, Xiaoyun Yang, Xier Chen, Xin Li, Alireza Memarmoghadam, Xing Sun, Xingyu Chen, Xinmei Tian, Xu Tang, Xuefeng Zhu, Yan Huang, Yanan Chen, Yanchao Lian, Yang Gu, Yang Liu, Andong Lu, Yanjie Chen, Yi Zhang, Yinda Xu, Yingming Wang, Yingping Li, Yu Zhou, Yuan Dong, Yufei Xu, Yunhua Zhang, Yunkun Li, Anfeng He, Zeyu Wang, Zhao Luo, Zhaoliang Zhang, Zhenhua Feng, Zhenyu He, Zhichao Song, Zhihao Chen, Zhipeng Zhang, Zhirong Wu, Zhiwei Xiong, Zhongjian Huang, Anton Varfolomieiev, Zhu Teng, Zihan Ni, Antoni B. Chan, Jirí Matas, Ardhendu Shekhar Tripathi, Arnold W. M. Smeulders, Bala Suraj Pedasingu, Bao Xin Chen, Baopeng Zhang, Baoyuan Wu, Bi Li, Bin He, Bin Yan, Bing Bai, Ales Leonardis, Bing Li, Bo Li, Byeong Hak Kim, Chao Ma, Chen Fang, Chen Qian, Cheng Chen, Chenglong Li, Chengquan Zhang, Chi-Yi Tsai, Michael Felsberg, Chong Luo, Christian Micheloni, Chunhui Zhang, Dacheng Tao, Deepak Gupta, Dejia Song, Dong Wang, Efstratios Gavves, Eunu Yi, Fahad Shahbaz Khan, Roman P. Pflugfelder, Fangyi Zhang, Fei Wang, Fei Zhao, George De Ath, Goutam Bhat, Guangqi Chen, Guangting Wang, Guoxuan Li, Hakan Cevikalp, Hao Du, Joni-Kristian Kämäräinen, Haojie Zhao, Hasan Saribas, Ho Min Jung, Hongliang Bai, Hongyuan Yu, Houwen Peng, Huchuan Lu, Hui Li, Jiakun Li, Luka Cehovin Zajc, Jianhua Li, Jianlong Fu, Jie Chen, Jie Gao, Jie Zhao, Jin Tang, Jing Li, Jingjing Wu, Jingtuo Liu, Jinqiao Wang, Ondrej Drbohlav, Jinqing Qi, Jinyue Zhang, John K. Tsotsos, Jong Hyuk Lee, Joost van de Weijer, Josef Kittler, Jun Ha Lee, Junfei Zhuang, Kangkai Zhang, Kangkang Wang, Alan Lukezic, Kenan Dai, Lei Chen, Lei Liu, Leida Guo, Li Zhang, Liang Wang, Liangliang Wang, Lichao Zhang, Lijun Wang, Lijun Zhou
2019	—	`conf`	Why Does Data-Driven Beat Theory-Driven Computer Vision? ICCV Workshops John K. Tsotsos, Iuliia Kotseruba, Alexander Andreopoulos, Yulong Wu
2018	A*	`conf`	Active Fixation Control to Predict Saccade Sequences. CVPR Calden Wloka, Iuliia Kotseruba, John K. Tsotsos
2018	J	`jnl`	Attention-based Active Visual Search for Mobile Robots. CoRR Amir Rasouli, Pablo Lanillos, Gordon Cheng, John K. Tsotsos
2018	J	`jnl`	Autonomous Vehicles that Interact with Pedestrians: A Survey of Theory and Practice. CoRR Amir Rasouli, John K. Tsotsos
2018	J	`jnl`	Bridging Cognitive Programs and Machine Learning. CoRR Amir Rosenfeld, John K. Tsotsos
2018	J	`jnl`	Challenging Images For Minds and Machines. CoRR Amir Rosenfeld, John K. Tsotsos
2018	J	`jnl`	Development of spatial suppression surrounding the focus of visual attention. CoRR Audrey M. B. Wong-Kee-You, John K. Tsotsos, Scott A. Adler
2018	—	`conf`	Indoor Localization in Dynamic Human Environments Using Visual Odometry and Global Pose Refinement. CRV Raghavender Sahdev, Bao Xin Chen, John K. Tsotsos
2018	J	`jnl`	Intriguing Properties of Randomly Weighted Networks: Generalizing While Learning Next to Nothing. CoRR Amir Rosenfeld, John K. Tsotsos
2018	—	`conf`	It's Not All About Size: On the Role of Data Properties in Pedestrian Detection. ECCV Workshops (1) Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2018	J	`jnl`	Joint Attention in Driver-Pedestrian Interaction: from Theory to Practice. CoRR Amir Rasouli, John K. Tsotsos
2018	—	`conf`	Priming Neural Networks. CVPR Workshops Amir Rosenfeld, Mahdi Biparva, John K. Tsotsos
2018	J	`jnl`	Random Polyhedral Scenes: An Image Generator for Active Vision System Experiments. CoRR Markus D. Solbach, Stephen Voland, Jeff Edmonds, John K. Tsotsos
2018	J	`jnl`	Revisiting active perception. Auton. Robots Ruzena Bajcsy, Yiannis Aloimonos, John K. Tsotsos
2018	J	`jnl`	SMILER: Saliency Model Implementation Library for Experimental Research. CoRR Calden Wloka, Toni Kunic, Iuliia Kotseruba, Ramin Fahimi, Nicholas Frosst, Neil D. B. Bruce, John K. Tsotsos
2018	J	`jnl`	The Elephant in the Room. CoRR Amir Rosenfeld, Richard S. Zemel, John K. Tsotsos
2018	—	`conf`	Totally Looks Like - How Humans Compare, Compared to Machines. ACCV (1) Amir Rosenfeld, Markus D. Solbach, John K. Tsotsos
2018	—	`conf`	Totally Looks Like - How Humans Compare, Compared to Machines. CVPR Workshops Amir Rosenfeld, Markus D. Solbach, John K. Tsotsos
2018	J	`jnl`	Totally Looks Like - How Humans Compare, Compared to Machines. CoRR Amir Rosenfeld, Markus D. Solbach, John K. Tsotsos
2018	—	`conf`	Towards Social Autonomous Vehicles: Understanding Pedestrian-Driver Interactions. ITSC Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2018	J	`jnl`	Understanding Pedestrian Behavior in Complex Traffic Scenes. IEEE Trans. Intell. Veh. Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2018	J	`jnl`	Visual Attention and its Intimate Links to Spatial Cognition. CoRR John K. Tsotsos, Iuliia Kotseruba, Amir Rasouli, Markus D. Solbach
2017	J	`jnl`	Active Control of Camera Parameters for Object Detection Algorithms. CoRR Yulong Wu, John K. Tsotsos
2017	J	`jnl`	Agreeing to Cross: How Drivers and Pedestrians Communicate. CoRR Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2017	B	`conf`	Agreeing to cross: How drivers and pedestrians communicate. Intelligent Vehicles Symposium Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2017	—	`conf`	Are They Going to Cross? A Benchmark Dataset and Baseline for Pedestrian Crosswalk Behavior. ICCV Workshops Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2017	J	`jnl`	Color-opponent mechanisms for local hue encoding in a hierarchical framework. CoRR Paria Mehrani, Andrei Mouraviev, Oscar J. Avella Gonzalez, John K. Tsotsos
2017	J	`jnl`	Incremental Learning Through Deep Adaptation. CoRR Amir Rosenfeld, John K. Tsotsos
2017	C	`conf`	Integrating Stereo Vision with a CNN Tracker for a Person-Following Robot. ICVS Bao Xin Chen, Raghavender Sahdev, John K. Tsotsos
2017	J	`jnl`	Integrating Three Mechanisms of Visual Attention for Active Visual Search. CoRR Amir Rasouli, John K. Tsotsos
2017	—	`conf`	Person Following Robot Using Selected Online Ada-Boosting with Stereo Camera. CRV Bao Xin Chen, Raghavender Sahdev, John K. Tsotsos
2017	J	`jnl`	Priming Neural Networks. CoRR Amir Rosenfeld, Mahdi Biparva, John K. Tsotsos
2017	J	`jnl`	STAR-RT: Visual attention for real-time video game playing. CoRR Iuliia Kotseruba, John K. Tsotsos
2017	—	`conf`	STNet: Selective Tuning of Convolutional Networks for Object Localization. ICCV Workshops Mahdi Biparva, John K. Tsotsos
2017	J	`jnl`	STNet: Selective Tuning of Convolutional Networks for Object Localization. CoRR Mahdi Biparva, John K. Tsotsos
2017	J	`jnl`	Saccade Sequence Prediction: Beyond Static Saliency Maps. CoRR Calden Wloka, Iuliia Kotseruba, John K. Tsotsos
2017	J	`jnl`	The Effect of Color Space Selection on Detectability and Discriminability of Colored Objects. CoRR Amir Rasouli, John K. Tsotsos
2017	—	`conf`	Vision-Based Fallen Person Detection for the Elderly. ICCV Workshops Markus D. Solbach, John K. Tsotsos
2017	J	`jnl`	Vision-Based Fallen Person Detection for the Elderly. CoRR Markus D. Solbach, John K. Tsotsos
2016	J	`jnl`	A Review of 40 Years of Cognitive Architecture Research: Focus on Perception, Attention, Learning and Applications. CoRR Iuliia Kotseruba, Oscar J. Avella Gonzalez, John K. Tsotsos
2016	J	`jnl`	Dynamic label propagation for semi-supervised multi-class multi-label classification. Pattern Recognit. Bo Wang, John K. Tsotsos
2016	—	`conf`	Indoor Place Recognition System for Localization of Mobile Robots. CRV Raghavender Sahdev, John K. Tsotsos
2016	J	`jnl`	Joint Attention in Autonomous Driving (JAAD). CoRR Iuliia Kotseruba, Amir Rasouli, John K. Tsotsos
2016	J	`jnl`	Revisiting Active Perception. CoRR Ruzena Bajcsy, Yiannis Aloimonos, John K. Tsotsos
2016	J	`jnl`	Robot navigation via spatial and temporal coherent semantic maps. Eng. Appl. Artif. Intell. Ioannis Kostavelis, Konstantinos Charalampous, Antonios Gasteratos, John K. Tsotsos
2016	—	`conf`	Sensor Planning for 3D Visual Search with Task Constraints. CRV Amir Rasouli, John K. Tsotsos
2016	A*	`conf`	Spatially Binned ROC: A Comprehensive Saliency Metric. CVPR Calden Wloka, John K. Tsotsos
2014	—	`conf`	Visual Saliency Improves Autonomous Visual Search. CRV Amir Rasouli, John K. Tsotsos
2013	J	`jnl`	50 Years of object recognition: Directions forward. Comput. Vis. Image Underst. Alexander Andreopoulos, John K. Tsotsos
2013	J	`jnl`	A Computational Learning Theory of Active Object Recognition Under Uncertainty. Int. J. Comput. Vis. Alexander Andreopoulos, John K. Tsotsos
2013	—	`ch.`	Detecting, Representing and Attending to Visual Shape. Shape Perception in Human and Computer Vision Antonio Jose Rodríguez-Sánchez, Gregory Dudek, John K. Tsotsos
2013	A*	`conf`	Dynamic Label Propagation for Semi-supervised Multi-class Multi-label Classification. ICCV Bo Wang, Zhuowen Tu, John K. Tsotsos
2013	A	`conf`	Early Recurrence Improves Edge Detection. BMVC Xun Shi, Bo Wang, John K. Tsotsos
2012	B	`conf`	Background subtraction via early recurrence in dynamic scenes. ICPR Xun Shi, John K. Tsotsos
2012	—	`conf`	Biologically Motivated Local Contextual Modulation Improves Low-Level Visual Feature Representations. ICIAR (1) Xun Shi, Neil D. B. Bruce, John K. Tsotsos
2012	J	`jnl`	Hierarchical Classifiers for Robust Topological Robot Localization. J. Intell. Robotic Syst. Ehsan Fazl Ersi, James H. Elder, John K. Tsotsos
2012	J	`jnl`	Histogram of Oriented Uniform Patterns for robust place recognition and categorization. Int. J. Robotics Res. Ehsan Fazl Ersi, John K. Tsotsos
2012	—	`conf`	Improved Edge Representation via Early Recurrent Inhibition. CRV Xun Shi, John K. Tsotsos
2012	J	`jnl`	On Sensor Bias in Experimental Methods for Comparing Interest-Point, Saliency, and Recognition Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. Alexander Andreopoulos, John K. Tsotsos
2012	—	`conf`	Recurrent Refinement for Visual Saliency Estimation in Surveillance Scenarios. CRV Neil D. B. Bruce, Xun Shi, John K. Tsotsos
2012	—	`conf`	Visual Place Categorization in Indoor Environments. CRV Ehsan Fazl Ersi, John K. Tsotsos
2011	—	`book`	A Computational Perspective on Visual Attention. John K. Tsotsos
2011	J	`jnl`	Active 3D Object Localization Using a Humanoid Robot. IEEE Trans. Robotics Alexander Andreopoulos, Stephan Hasler, Heiko Wersing, Herbert Janssen, John K. Tsotsos, Edgar Körner
2011	J	`jnl`	Computational models of visual attention. Scholarpedia John K. Tsotsos, Albert L. Rothenstein
2011	—	`conf`	Fast, recurrent, attentional modulation improves saliency representation and scene recognition. CVPR Workshops Xun Shi, Neil D. B. Bruce, John K. Tsotsos
2011	A*	`conf`	The importance of intermediate representations for the modeling of 2D shape detection: Endstopping and curvature tuned computations. CVPR Antonio Jose Rodríguez-Sánchez, John K. Tsotsos
2011	J	`jnl`	Visual Representation Determines Search Difficulty: Explaining Visual Search Asymmetries. Frontiers Comput. Neurosci. Neil D. B. Bruce, John K. Tsotsos
2011	—	`conf`	Visual Representation in the Determination of Saliency. CRV Neil D. B. Bruce, Xun Shi, Evgueni Simine, John K. Tsotsos
2010	A	`conf`	Energy minimization via graph cuts for semantic place labeling. IROS Ehsan Fazl Ersi, John K. Tsotsos
2010	J	`jnl`	Guest Editorial Representations and Architectures for Cognitive Systems. IEEE Trans. Auton. Ment. Dev. Giorgio Metta, Gordon Cheng, Tamim Asfour, Barbara Caputo, John K. Tsotsos
2010	—	`conf`	Robot Localization in Rough Terrains: Performance Evaluation. CRV Ehsan Fazl Ersi, John K. Tsotsos
2010	J	`jnl`	Visual search for an object in a 3D environment using a mobile robot. Comput. Vis. Image Underst. Ksenia Shubina, John K. Tsotsos
2009	A*	`conf`	A theory of active object localization. ICCV Alexander Andreopoulos, John K. Tsotsos
2009	—	`ed.`	Attention in Cognitive Systems, 5th International Workshop on Attention in Cognitive Systems, WAPCV 2008, Fira, Santorini, Greece, May 12, 2008, Revised Selected Papers WAPCV Lucas Paletta, John K. Tsotsos
2009	J	`jnl`	Automatic detection of abnormal gait. Image Vis. Comput. Christian Bauckhage, John K. Tsotsos, Frank E. Bunn
2009	J	`jnl`	Detecting motion patterns via direction maps with application to surveillance. Comput. Vis. Image Underst. Jacob M. Gryn, Richard P. Wildes, John K. Tsotsos
2009	A	`conf`	Hierarchical appearance-based classifiers for qualitative spatial localization. IROS Ehsan Fazl Ersi, James H. Elder, John K. Tsotsos
2009	—	`conf`	Local feature analysis for robust face recognition. CISDA Ehsan Fazl Ersi, John K. Tsotsos
2009	—	`conf`	Region Classification for Robust Floor Detection in Indoor Environments. ICIAR Ehsan Fazl Ersi, John K. Tsotsos
2009	J	`jnl`	Subspace manifold learning with sample weights. Image Vis. Comput. Nathan Mekuz, Christian Bauckhage, John K. Tsotsos
2008	—	`conf`	Active Vision for Door Localization and Door Opening using Playbot: A Computer Controlled Wheelchair for People with Mobility Impairments. CRV Alexander Andreopoulos, John K. Tsotsos
2008	J	`jnl`	Attention links sensing to recognition. Image Vis. Comput. Albert L. Rothenstein, John K. Tsotsos
2008	J	`jnl`	Computational foundations for attentive processes. Scholarpedia John K. Tsotsos, Neil D. B. Bruce
2008	C	`ed.`	Computer Vision Systems, 6th International Conference, ICVS 2008, Santorini, Greece, May 12-15, 2008, Proceedings ICVS Antonios Gasteratos, Markus Vincze, John K. Tsotsos
2008	J	`jnl`	Definition and recovery of kinematic features for recognition of American sign language movements. Image Vis. Comput. Konstantinos G. Derpanis, Richard P. Wildes, John K. Tsotsos
2008	J	`jnl`	Efficient and generalizable statistical models of shape and appearance for analysis of cardiac MRI. Medical Image Anal. Alexander Andreopoulos, John K. Tsotsos
2008	J	`jnl`	Fast pattern recognition using normalized grey-scale correlation in a pyramid image representation. Mach. Vis. Appl. W. James MacLean, John K. Tsotsos
2008	—	`conf`	Spatiotemporal Saliency: Towards a Hierarchical Representation of Visual Saliency. WAPCV Neil D. B. Bruce, John K. Tsotsos
2008	J	`jnl`	Visual Feature Binding within the Selective Tuning Attention Framework. Int. J. Pattern Recognit. Artif. Intell. Albert L. Rothenstein, Antonio Jose Rodríguez-Sánchez, Evgueni Simine, John K. Tsotsos
2008	—	`conf`	slab: smart labeling of family photos through an interactive interface. JCDL Ehsan Fazl Ersi, I. Scott MacKenzie, John K. Tsotsos
2007	—	`conf`	An Information Theoretic Model of Saliency and Visual Search. WAPCV Neil D. B. Bruce, John K. Tsotsos
2007	J	`jnl`	Attention and Visual Search. Int. J. Neural Syst. Antonio Jose Rodríguez-Sánchez, Evgueni Simine, John K. Tsotsos
2007	—	`conf`	Different Binding Strategies for the Different Stages of Visual Recognition. BVAI John K. Tsotsos, Antonio Jose Rodríguez-Sánchez, Albert L. Rothenstein, Evgueni Simine
2007	—	`conf`	Hierarchical Learning of Dominant Constellations for Object Class Recognition. ACCV (1) Nathan Mekuz, John K. Tsotsos
2007	—	`conf`	Information Fusion for Multi-camera and Multi-body Structure and Motion. ACCV (1) Alexander Andreopoulos, John K. Tsotsos
2007	—	`conf`	Modeling the Dynamics of Feature Binding During Object-Selective Attention. WAPCV Albert L. Rothenstein, John K. Tsotsos
2007	A	`conf`	Motion Estimation Using a General Purpose Neural Network Simulator for Visual Attention. WACV Florentin Dorian Vintila, John K. Tsotsos
2007	J	`jnl`	Robust Face Recognition through Local Graph Matching. J. Multim. Ehsan Fazl Ersi, John S. Zelek, John K. Tsotsos
2007	—	`conf`	Visual Correlates of Fixation Selection: A Look at the Spatial Frequency Domain. ICIP (3) Neil D. B. Bruce, Daniel P. Loach, John K. Tsotsos
2006	J	`jnl`	A statistical basis for visual field anisotropies. Neurocomputing Neil D. B. Bruce, John K. Tsotsos
2006	—	`conf`	Adaptive Step Size Window Matching for Detection. ICPR (2) Nathan Mekuz, Konstantinos G. Derpanis, John K. Tsotsos
2006	—	`conf`	Applying Ensembles of Multilinear Classifiers in the Frequency Domain. CVPR (1) Christian Bauckhage, Thomas Käster, John K. Tsotsos
2006	—	`conf`	Cognitive Vision Needs Attention to Link Sensing with Recognition. Cognitive Vision Systems John K. Tsotsos
2006	—	`conf`	Feature Conjunctions in Visual Search. ICANN (2) Antonio Jose Rodríguez-Sánchez, Evgueni Simine, John K. Tsotsos
2006	—	`conf`	Localization of Attended Multi-feature Stimuli: Tracing Back Feed-Forward Activation Using Localized Saliency Computations. ICANN (2) John K. Tsotsos
2006	—	`conf`	Parameterless Isomap with Adaptive Neighborhood Selection. DAGM-Symposium Nathan Mekuz, John K. Tsotsos
2006	—	`conf`	Second-Order (Non-Fourier) Attention-Based Face Detection. ICANN (2) Albert L. Rothenstein, Andrei Zaharescu, John K. Tsotsos
2006	—	`conf`	Selective Tuning: Feature Binding Through Selective Attention. ICANN (2) Albert L. Rothenstein, John K. Tsotsos
2005	—	`conf`	A Novel Algorithm for Fitting 3-D Active Appearance Models: Applications to Cardiac MRI Segmentation. SCIA Alexander Andreopoulos, John K. Tsotsos
2005	A*	`conf`	Adaptive Enhancement of Cardiac Magnetic Resonance (CMR) Images. ICCV Erich T. H. Leung, John K. Tsotsos
2005	—	`conf`	An Attentional Framework for Stereo Vision. CRV Neil D. B. Bruce, John K. Tsotsos
2005	J	`jnl`	Attending to visual motion. Comput. Vis. Image Underst. John K. Tsotsos, Yueju Liu, Julio C. Martinez-Trujillo, Marc Pomplun, Evgueni Simine, Kunhao Zhou
2005	—	`conf`	Bounding box splitting for robust shape classification. ICIP (2) Christian Bauckhage, John K. Tsotsos
2005	—	`conf`	Detecting Abnormal Gait. CRV Christian Bauckhage, John K. Tsotsos, Frank E. Bunn
2005	—	`conf`	Detecting Motion Patterns via Direction Maps with Application to Surveillance. WACV/MOTION Jacob M. Gryn, Richard P. Wildes, John K. Tsotsos
2005	—	`conf`	Face Recognition with Weighted Locally Linear Embedding. CRV Nathan Mekuz, Christian Bauckhage, John K. Tsotsos
2005	—	`conf`	Image Space I ICIAR Christian Bauckhage, John K. Tsotsos
2005	—	`conf`	People Tracking using Robust Motion Detection and Estimation. CRV Markus Latzel, Emilie Darcourt, John K. Tsotsos
2005	—	`conf`	Resampling 4-D Images Using Adaptive Filtering. CRV Alexander Andreopoulos, John K. Tsotsos
2005	—	`conf`	Saliency Based on Information Maximization. NIPS Neil D. B. Bruce, John K. Tsotsos
2005	C	`conf`	Separable Linear Classifiers for Online Learning in Appearance Based Object Detection. CAIP Christian Bauckhage, John K. Tsotsos
2005	—	`conf`	Separable Linear Discriminant Classification. DAGM-Symposium Christian Bauckhage, John K. Tsotsos
2004	—	`conf`	Attending to Visual Motion: Localizing and Classifying Affine Motion Patterns. CRV John K. Tsotsos, Marc Pomplun, Julio C. Martinez-Trujillo, Kunhao Zhou
2004	—	`ed.`	Attention and Performance in Computational Vision, Second International Workshop, WAPCV 2004, Prague, Czech Republic, May 15, 2004, Revised Selected Papers WAPCV Lucas Paletta, John K. Tsotsos, Erich Rome, Glyn W. Humphreys
2004	—	`conf`	Hand Gesture Recognition within a Linguistics-Based Framework. ECCV (1) Konstantinos G. Derpanis, Richard P. Wildes, John K. Tsotsos
2004	—	`conf`	TarzaNN: A General Purpose Neural Network Simulator for Visual Attention Modeling. WAPCV Albert L. Rothenstein, Andrei Zaharescu, John K. Tsotsos
2004	—	`conf`	Towards a Biologically Plausible Active Visual Search Model. WAPCV Andrei Zaharescu, Albert L. Rothenstein, John K. Tsotsos
2002	—	`conf`	Attending to Motion: Localizing and Classifying Motion Patterns in Image Sequences. Biologically Motivated Computer Vision John K. Tsotsos, Marc Pomplun, Yueju Liu, Julio C. Martinez-Trujillo, Evgueni Simine
2001	J	`jnl`	A Complexity-Level Analysis of the Sensor Planning Task for Object Search. Comput. Intell. Yiming Ye, John K. Tsotsos
2001	—	`conf`	A robust motion detection and estimation filter for video signals. ICIP (1) Markus Latzel, John K. Tsotsos
2001	J	`jnl`	Agents-supported adaptive group awareness: smart distance and WWWaware. IEEE Trans. Syst. Man Cybern. Part A Yiming Ye, Stephen J. Boies, P. Y. Huang, John K. Tsotsos
2001	—	`conf`	Eyes 'n ears face detection. ICIP (1) Bill Kapralos, Michael R. M. Jenkin, Evangelos E. Milios, John K. Tsotsos
2001	J	`jnl`	Knowledge Granularity Spectrum, Action Pyramid, and the Scaling Problem. Int. J. Pattern Recognit. Artif. Intell. Yiming Ye, John K. Tsotsos
2001	J	`jnl`	Motion Understanding: Task-Directed Attention and Representations that Link Perception with Action. Int. J. Comput. Vis. John K. Tsotsos
2001	J	`jnl`	SAVI: an actively controlled teleconferencing system. Image Vis. Comput. Rainer Herpers, Konstantinos G. Derpanis, W. James MacLean, Gilbert Verghese, Michael R. M. Jenkin, Evangelos E. Milios, Allan D. Jepson, John K. Tsotsos
2001	—	`conf`	Smart distance and WWWaware: a multi-agent approach. Agents Yiming Ye, Stephen J. Boies, Paul Huang, John K. Tsotsos
2000	B	`conf`	Fast Pattern Recognition Using Gradient-Descent Search in an Image Pyramid. ICPR W. James MacLean, John K. Tsotsos
2000	J	`jnl`	Tracking a person with pre-recorded image database and a pan, tilt, and zoom camera. Mach. Vis. Appl. Yiming Ye, John K. Tsotsos, Eric Harley, Karen Bennet
1999	J	`jnl`	A Computational Model of View Degeneracy. IEEE Trans. Pattern Anal. Mach. Intell. Sven J. Dickinson, David Wilkes, John K. Tsotsos
1999	—	`conf`	Knowledge Granularity for Task Oriented Agents. Agents Yiming Ye, John K. Tsotsos
1999	J	`jnl`	Sensor Planning for 3D Object Search Comput. Vis. Image Underst. Yiming Ye, John K. Tsotsos
1998	J	`jnl`	Empirically-Derived Estimates of the Complexity of Labeling Line Drawings of Polyhedral Scenes. Artif. Intell. Pietro Parodi, R. Lancewicki, A. Vijh, John K. Tsotsos
1998	Misc	`conf`	Knowledge Granularity and Action Selection. AIMSA Yiming Ye, John K. Tsotsos
1998	J	`jnl`	PLAYBOT A visually-guided robot for physically disabled children. Image Vis. Comput. John K. Tsotsos, Gilbert Verghese, Sven J. Dickinson, Michael R. M. Jenkin, Allan D. Jepson, Evangelos E. Milios, Fernando Nuflo, Suzanne Stevenson, Michael J. Black, Dimitris N. Metaxas
1998	J	`jnl`	The ARK project: Autonomous mobile robots for known industrial environments. Robotics Auton. Syst. S. B. Nickerson, Piotr Jasiobedzki, David Wilkes, Michael R. M. Jenkin, Evangelos E. Milios, John K. Tsotsos, Allan D. Jepson, O. N. Bains
1998	—	`conf`	Tracking a Person with Pre-recorded Image Database and a Pan, Tilt, and Zoom Camera. ACCV (2) Yiming Ye, John K. Tsotsos, Karen Bennet, Eric Harley
1997	J	`jnl`	Active Object Recognition Integrating Attention and Viewpoint Control. Comput. Vis. Image Underst. Sven J. Dickinson, Henrik I. Christensen, John K. Tsotsos, Göran Olofsson
1997	J	`jnl`	Intelligent control for perceptually attentive agents: The S Robotics Auton. Syst. John K. Tsotsos
1997	—	`conf`	Knowledge Difference and its Influence on a Search Agent. Agents Yiming Ye, John K. Tsotsos
1997	J	`jnl`	Shape Representation and Recognition from Multiscale Curvature. Comput. Vis. Image Underst. Gregory Dudek, John K. Tsotsos
1996	—	`conf`	A robot agent that can search. CASCON Yiming Ye, John K. Tsotsos
1996	J	`jnl`	Computing Egomotion and Detecting Independent Motion from Image Motion Using Collinear Points. Comput. Vis. Image Underst. Niels da Vitoria Lobo, John K. Tsotsos
1996	—	`conf`	Live WWW and its agents: the CAS-LWWW project. CASCON Yiming Ye, John K. Tsotsos, Karen Bennet
1996	—	`conf`	On the Collaborative Object Search Team: A Formulation. ECAI Workshop LDAIS / ICMAS Workshop LIOME Yiming Ye, John K. Tsotsos
1995	A*	`conf`	A Quantitative Analysis of View Degeneracy and its use for Active Focal Length control. ICCV David Wilkes, Sven J. Dickinson, John K. Tsotsos
1995	J	`jnl`	Behaviorist Intelligence and the Scaling Problem. Artif. Intell. John K. Tsotsos
1995	J	`jnl`	Modeling Visual Attention via Selective Tuning. Artif. Intell. John K. Tsotsos, Sean M. Culhane, Winky Yan Kei Wai, Yuzhong Lai, Neal Davis, Fernando Nuflo
1995	—	`ch.`	Real-time Model-based Tracking Using Perspective Alignment: Parallel Implementation and Stability Analysis. Research in Computer and Robot Vision Gilbert Verghese, John K. Tsotsos
1995	B	`conf`	The role of feature visibility constraints in perspective alignment. ICIP Gilbert Verghese, John K. Tsotsos
1994	A	`conf`	ARK: autonomous mobile robot for an industrial environment. IROS Michael R. M. Jenkin, N. Bains, J. Bruce, T. Campbell, Brian Down, Piotr Jasiobedzki, Allan D. Jepson, B. Majarais, Evangelos E. Milios, S. B. Nickerson, James R. R. Service, Demetri Terzopoulos, John K. Tsotsos, David Wilkes
1994	—	`conf`	Active Object Recognition Integrating Attention and Viewpoint Control. ECCV (2) Sven J. Dickinson, Henrik I. Christensen, John K. Tsotsos, Göran Olofsson
1994	A*	`conf`	Active stereo vision and cyclotorsion. CVPR Michael R. M. Jenkin, John K. Tsotsos
1994	—	`conf`	Directing attention to onset and offset of image events for eye-head movement control. ICPR (1) Winky Yan Kei Wai, John K. Tsotsos
1994	—	`conf`	The horoptor and active cyclotorsion. ICPR (1) Michael R. M. Jenkin, John K. Tsotsos, Gregory Dudek
1993	—	`conf`	A Binocular Robotic Head System with Torsional Eye Movements. ICRA (2) Michael Jenkin, Evangelos E. Milios, John K. Tsotsos, Brian Down
1993	J	`jnl`	Design and Performance of Trish, a Binocular Robot Head with Torsional Eye Movements. Int. J. Pattern Recognit. Artif. Intell. Evangelos E. Milios, Michael R. M. Jenkin, John K. Tsotsos
1993	A*	`conf`	Efficient serial associative memory. CVPR David Wilkes, John K. Tsotsos
1992	—	`conf`	A prototype for data-driven visual attention. ICPR (1) Sean M. Culhane, John K. Tsotsos
1992	A*	`conf`	Active object recognition. CVPR David Wilkes, John K. Tsotsos
1992	A*	`conf`	An Attentional Prototype for Early Vision. ECCV Sean M. Culhane, John K. Tsotsos
1992	J	`jnl`	On the relative complexity of active vs. passive visual search. Int. J. Comput. Vis. John K. Tsotsos
1991	A*	`conf`	Shape representation and recognition from curvature. CVPR Gregory Dudek, John K. Tsotsos
1991	J	`jnl`	Techniques for disparity measurement. CVGIP Image Underst. Michael R. M. Jenkin, Allan D. Jepson, John K. Tsotsos
1991	A*	`conf`	Using collinear points to compute egomotion and detect nonrigidity. CVPR Niels da Vitoria Lobo, John K. Tsotsos
1990	—	`conf`	Recognizing planar curves using curvature-tuned smoothing. ICPR (1) Gregory Dudek, John K. Tsotsos
1990	A	`conf`	Shape from Binocular Disparity and Incomplete Knowledge of Baseline Parameters. ECAI Niels da Vitoria Lobo, John K. Tsotsos
1990	J	`jnl`	The feasibility of motion and structure from noisy time-varying image velocity information. Int. J. Comput. Vis. John L. Barron, Allan D. Jepson, John K. Tsotsos
1989	A*	`conf`	The Complexity of Perceptual Search Tasks. IJCAI John K. Tsotsos
1988	A*	`conf`	The Feasibility Of Motion And Structure Computations. ICCV John L. Barron, Allan D. Jepson, John K. Tsotsos
1987	A*	`conf`	Determination of Egomotion and Environmental Layout from Noisy Time-Varying Image Velocity in Binocular Image Sequences. IJCAI John L. Barron, Allan D. Jepson, John K. Tsotsos
1987	A*	`conf`	From [R, G, B] to Surface Reflectance: Computing Color Constant Descriptors in Images. IJCAI Ron Gershon, Allan D. Jepson, John K. Tsotsos
1987	A*	`conf`	The Sensitivity of Motion and Structure Computations. AAAI John L. Barron, Allan D. Jepson, John K. Tsotsos
1987	A*	`conf`	The Use of Color in Highlight Identification. IJCAI Ron Gershon, Allan D. Jepson, John K. Tsotsos
1986	J	`jnl`	Applying temporal constraints to the dynamic stereo problem. Comput. Vis. Graph. Image Process. Michael Jenkin, John K. Tsotsos
1986	—	`ed.`	Proceedings of the ACM SIGGRAPH/SIGART Interdisciplinary Workshop on Motion: Representation and Perception, Toronto, Ontario, Canada, 1986 Workshop on Motion Norman I. Badler, John K. Tsotsos
1986	—	`conf`	The scope of research on motion: sensations, perception, representation and generation. Workshop on Motion John K. Tsotsos
1985	J	`jnl`	Knowledge organization and its role in representation and interpretation for time-varying data: the ALVEN system. Comput. Intell. John K. Tsotsos
1984	J	`jnl`	Knowledge and the visual process: Content, form and use. Pattern Recognit. John K. Tsotsos
1983	J	`jnl`	Building Knowledge-Based Systems: The PSN Experience. Computer John Mylopoulos, Tetsutaro Shibahara, John K. Tsotsos
1983	A*	`conf`	CAA: A Knowledge Based System Using Causal Knowledge to Diagnose Cardiac Rhythm Disorders. IJCAI Tetsutaro Shibahara, John K. Tsotsos, John Mylopoulos, H. Dominic Covvey
1981	A*	`conf`	Temporal Event Recognition: An Application to Left Ventricular Performance. IJCAI John K. Tsotsos
1980	—	`—`	A framework for visual motion understanding. John K. Tsotsos
1979	A*	`conf`	ALVEN: A Study on Motion Understanding by Computer. IJCAI John K. Tsotsos, John Mylopoulos, H. Dominic Cowey, Steven W. Zucker
1977	A*	`conf`	Knowledge-Base Driven Analysis of Cinecardioangiograms. IJCAI John K. Tsotsos
1977	A*	`conf`	Some Notes on Motion Understanding. IJCAI John K. Tsotsos
1976	J	`jnl`	TORUS: a step towards bridging the gap between data bases and the casual user. Inf. Syst. John Mylopoulos, Alexander Borgida, Phil Cohen, Nick Roussopoulos, John K. Tsotsos, Harry K. T. Wong