John K. Tsotsos

Alexander Andreopoulos, John K. Tsotsos: A Computational Learning Theory of Active Object Recognition Under Uncertainty. International Journal of Computer Vision 101(1): 95-142 (2013)

Ehsan Fazl Ersi, John K. Tsotsos: Histogram of Oriented Uniform Patterns for robust place recognition and categorization. I. J. Robotic Res. 31(4): 468-483 (2012)

Ehsan Fazl Ersi, James H. Elder, John K. Tsotsos: Hierarchical Classifiers for Robust Topological Robot Localization. Journal of Intelligent and Robotic Systems 68(2): 147-163 (2012)

Alexander Andreopoulos, John K. Tsotsos: On Sensor Bias in Experimental Methods for Comparing Interest-Point, Saliency, and Recognition Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 34(1): 110-126 (2012)

Xun Shi, John K. Tsotsos: Improved Edge Representation via Early Recurrent Inhibition. CRV 2012: 40-47

Neil D. B. Bruce, Xun Shi, John K. Tsotsos: Recurrent Refinement for Visual Saliency Estimation in Surveillance Scenarios. CRV 2012: 117-124

Ehsan Fazl Ersi, John K. Tsotsos: Visual Place Categorization in Indoor Environments. CRV 2012: 448-453

Xun Shi, Neil D. B. Bruce, John K. Tsotsos: Biologically Motivated Local Contextual Modulation Improves Low-Level Visual Feature Representations. ICIAR (1) 2012: 79-88

Xun Shi, John K. Tsotsos: Background subtraction via early recurrence in dynamic scenes. ICPR 2012: 3172-3175

John K. Tsotsos: A Computational Perspective on Visual Attention. MIT Press 2011, isbn 978-0-262-01541-7, pp. I-XVI, 1-308

John K. Tsotsos, Albert L. Rothenstein: Computational models of visual attention. Scholarpedia 6(1): 6201 (2011)

Alexander Andreopoulos, Stephan Hasler, Heiko Wersing, Herbert Janssen, John K. Tsotsos, Edgar Körner: Active 3D Object Localization Using a Humanoid Robot. IEEE Transactions on Robotics 27(1): 47-64 (2011)

Neil D. B. Bruce, Xun Shi, Evgueni Simine, John K. Tsotsos: Visual Representation in the Determination of Saliency. CRV 2011: 242-249

Antonio Jose Rodríguez-Sánchez, John K. Tsotsos: The importance of intermediate representations for the modeling of 2D shape detection: Endstopping and curvature tuned computations. CVPR 2011: 465-469

Ksenia Shubina, John K. Tsotsos: Visual search for an object in a 3D environment using a mobile robot. Computer Vision and Image Understanding 114(5): 535-547 (2010)

Giorgio Metta, Gordon Cheng, Tamim Asfour, Barbara Caputo, John K. Tsotsos: Guest Editorial Representations and Architectures for Cognitive Systems. IEEE T. Autonomous Mental Development 2(4): 265-266 (2010)

Ehsan Fazl Ersi, John K. Tsotsos: Robot Localization in Rough Terrains: Performance Evaluation. CRV 2010: 245-252

Ehsan Fazl Ersi, John K. Tsotsos: Energy minimization via graph cuts for semantic place labeling. IROS 2010: 5947-5952

Jacob M. Gryn, Richard P. Wildes, John K. Tsotsos: Detecting motion patterns via direction maps with application to surveillance. Computer Vision and Image Understanding 113(2): 291-307 (2009)

Nathan Mekuz, Christian Bauckhage, John K. Tsotsos: Subspace manifold learning with sample weights. Image Vision Comput. 27(1-2): 80-86 (2009)

Christian Bauckhage, John K. Tsotsos, Frank E. Bunn: Automatic detection of abnormal gait. Image Vision Comput. 27(1-2): 108-115 (2009)

Alexander Andreopoulos, John K. Tsotsos: A theory of active object localization. ICCV 2009: 903-910

Ehsan Fazl Ersi, John K. Tsotsos: Region Classification for Robust Floor Detection in Indoor Environments. ICIAR 2009: 717-726

Ehsan Fazl Ersi, James H. Elder, John K. Tsotsos: Hierarchical appearance-based classifiers for qualitative spatial localization. IROS 2009: 3987-3992

Lucas Paletta, John K. Tsotsos (Eds.): Attention in Cognitive Systems, 5th International Workshop on Attention in Cognitive Systems, WAPCV 2008, Fira, Santorini, Greece, May 12, 2008, Revised Selected Papers. Lecture Notes in Computer Science 5395, Springer 2009, isbn 978-3-642-00581-7

Albert L. Rothenstein, Antonio Jose Rodríguez-Sánchez, Evgueni Simine, John K. Tsotsos: Visual Feature Binding within the Selective Tuning Attention Framework. IJPRAI 22(5): 861-881 (2008)

Albert L. Rothenstein, John K. Tsotsos: Attention links sensing to recognition. Image Vision Comput. 26(1): 114-126 (2008)

Konstantinos G. Derpanis, Richard P. Wildes, John K. Tsotsos: Definition and recovery of kinematic features for recognition of American sign language movements. Image Vision Comput. 26(12): 1650-1662 (2008)

Alexander Andreopoulos, John K. Tsotsos: Efficient and generalizable statistical models of shape and appearance for analysis of cardiac MRI. Medical Image Analysis 12(3): 335-357 (2008)

W. James MacLean, John K. Tsotsos: Fast pattern recognition using normalized grey-scale correlation in a pyramid image representation. Mach. Vis. Appl. 19(3): 163-179 (2008)

John K. Tsotsos, Neil D. B. Bruce: Computational foundations for attentive processes. Scholarpedia 3(12): 6545 (2008)

Alexander Andreopoulos, John K. Tsotsos: Active Vision for Door Localization and Door Opening using Playbot: A Computer Controlled Wheelchair for People with Mobility Impairments. CRV 2008: 3-10

Ehsan Fazl Ersi, I. Scott MacKenzie, John K. Tsotsos: slab: smart labeling of family photos through an interactive interface. JCDL 2008: 351-354

Neil D. B. Bruce, John K. Tsotsos: Spatiotemporal Saliency: Towards a Hierarchical Representation of Visual Saliency. WAPCV 2008: 98-111

Antonios Gasteratos, Markus Vincze, John K. Tsotsos (Eds.): Computer Vision Systems, 6th International Conference, ICVS 2008, Santorini, Greece, May 12-15, 2008, Proceedings. Lecture Notes in Computer Science 5008, Springer 2008, isbn 978-3-540-79546-9

Antonio Jose Rodríguez-Sánchez, Evgueni Simine, John K. Tsotsos: Attention and Visual Search. Int. J. Neural Syst. 17(4): 275-288 (2007)

Ehsan Fazl Ersi, John S. Zelek, John K. Tsotsos: Robust Face Recognition through Local Graph Matching. Journal of Multimedia 2(5): 31-37 (2007)

Alexander Andreopoulos, John K. Tsotsos: Information Fusion for Multi-camera and Multi-body Structure and Motion. ACCV (1) 2007: 385-396

Nathan Mekuz, John K. Tsotsos: Hierarchical Learning of Dominant Constellations for Object Class Recognition. ACCV (1) 2007: 492-501

John K. Tsotsos, Antonio Jose Rodríguez-Sánchez, Albert L. Rothenstein, Evgueni Simine: Different Binding Strategies for the Different Stages of Visual Recognition. BVAI 2007: 150-160

Neil D. B. Bruce, Daniel P. Loach, John K. Tsotsos: Visual Correlates of Fixation Selection: A Look at the Spatial Frequency Domain. ICIP (3) 2007: 289-292

Florentin Dorian Vintila, John K. Tsotsos: Motion Estimation Using a General Purpose Neural Network Simulator for Visual Attention. WACV 2007: 19

Neil D. B. Bruce, John K. Tsotsos: An Information Theoretic Model of Saliency and Visual Search. WAPCV 2007: 171-183

Albert L. Rothenstein, John K. Tsotsos: Modeling the Dynamics of Feature Binding During Object-Selective Attention. WAPCV 2007: 325-337

Neil D. B. Bruce, John K. Tsotsos: A statistical basis for visual field anisotropies. Neurocomputing 69(10-12): 1301-1304 (2006)

Christian Bauckhage, Thomas Käster, John K. Tsotsos: Applying Ensembles of Multilinear Classifiers in the Frequency Domain. CVPR (1) 2006: 95-102

Nathan Mekuz, John K. Tsotsos: Parameterless Isomap with Adaptive Neighborhood Selection. DAGM-Symposium 2006: 364-373

John K. Tsotsos: Cognitive Vision Needs Attention to Link Sensing with Recognition. Cognitive Vision Systems 2006: 25-35

John K. Tsotsos: Localization of Attended Multi-feature Stimuli: Tracing Back Feed-Forward Activation Using Localized Saliency Computations. ICANN (2) 2006: 471-480

Antonio Jose Rodríguez-Sánchez, Evgueni Simine, John K. Tsotsos: Feature Conjunctions in Visual Search. ICANN (2) 2006: 498-507

Albert L. Rothenstein, Andrei Zaharescu, John K. Tsotsos: Second-Order (Non-Fourier) Attention-Based Face Detection. ICANN (2) 2006: 518-527

Albert L. Rothenstein, John K. Tsotsos: Selective Tuning: Feature Binding Through Selective Attention. ICANN (2) 2006: 548-557

Nathan Mekuz, Konstantinos G. Derpanis, John K. Tsotsos: Adaptive Step Size Window Matching for Detection. ICPR (2) 2006: 259-262

John K. Tsotsos, Yueju Liu, Julio C. Martinez-Trujillo, Marc Pomplun, Evgueni Simine, Kunhao Zhou: Attending to visual motion. Computer Vision and Image Understanding 100(1-2): 3-40 (2005)

Christian Bauckhage, John K. Tsotsos: Separable Linear Classifiers for Online Learning in Appearance Based Object Detection. CAIP 2005: 347-354

Alexander Andreopoulos, John K. Tsotsos: Resampling 4-D Images Using Adaptive Filtering. CRV 2005: 18-26

Neil D. B. Bruce, John K. Tsotsos: An Attentional Framework for Stereo Vision. CRV 2005: 88-95

Markus Latzel, Emilie Darcourt, John K. Tsotsos: People Tracking using Robust Motion Detection and Estimation. CRV 2005: 270-275

Christian Bauckhage, John K. Tsotsos, Frank E. Bunn: Detecting Abnormal Gait. CRV 2005: 282-288

Nathan Mekuz, Christian Bauckhage, John K. Tsotsos: Face Recognition with Weighted Locally Linear Embedding. CRV 2005: 290-296

Christian Bauckhage, John K. Tsotsos: Separable Linear Discriminant Classification. DAGM-Symposium 2005: 318-325

Erich T. H. Leung, John K. Tsotsos: Adaptive Enhancement of Cardiac Magnetic Resonance (CMR) Images. ICCV 2005: 1739-1746

Christian Bauckhage, John K. Tsotsos: Image Space I³ and Eigen Curvature for Illumination Insensitive Face Detection. ICIAR 2005: 456-463

Christian Bauckhage, John K. Tsotsos: Bounding box splitting for robust shape classification. ICIP (2) 2005: 478-481

Neil D. B. Bruce, John K. Tsotsos: Saliency Based on Information Maximization. NIPS 2005

Alexander Andreopoulos, John K. Tsotsos: A Novel Algorithm for Fitting 3-D Active Appearance Models: Applications to Cardiac MRI Segmentation. SCIA 2005: 729-739

Jacob M. Gryn, Richard P. Wildes, John K. Tsotsos: Detecting Motion Patterns via Direction Maps with Application to Surveillance. WACV/MOTION 2005: 202-209

John K. Tsotsos, Marc Pomplun, Julio C. Martinez-Trujillo, Kunhao Zhou: Attending to Visual Motion: Localizing and Classifying Affine Motion Patterns. CRV 2004: 452-462

Konstantinos G. Derpanis, Richard P. Wildes, John K. Tsotsos: Hand Gesture Recognition within a Linguistics-Based Framework. ECCV (1) 2004: 282-296

Andrei Zaharescu, Albert L. Rothenstein, John K. Tsotsos: Towards a Biologically Plausible Active Visual Search Model. WAPCV 2004: 133-147

Albert L. Rothenstein, Andrei Zaharescu, John K. Tsotsos: TarzaNN: A General Purpose Neural Network Simulator for Visual Attention Modeling. WAPCV 2004: 159-167

Lucas Paletta, John K. Tsotsos, Erich Rome, Glyn W. Humphreys (Eds.): Attention and Performance in Computational Vision, Second International Workshop, WAPCV 2004, Prague, Czech Republic, May 15, 2004, Revised Selected Papers. Lecture Notes in Computer Science 3368, Springer 2004, isbn 3-540-24421-2

John K. Tsotsos, Marc Pomplun, Yueju Liu, Julio C. Martinez-Trujillo, Evgueni Simine: Attending to Motion: Localizing and Classifying Motion Patterns in Image Sequences. Biologically Motivated Computer Vision 2002: 439-452

Yiming Ye, John K. Tsotsos: A Complexity-Level Analysis of the Sensor Planning Task for Object Search. Computational Intelligence 17(3): 605-620 (2001)

John K. Tsotsos: Motion Understanding: Task-Directed Attention and Representations that Link Perception with Action. International Journal of Computer Vision 45(3): 265-280 (2001)

Yiming Ye, John K. Tsotsos: Knowledge Granularity Spectrum, Action Pyramid, and the Scaling Problem. IJPRAI 15(3): 379-404 (2001)

Rainer Herpers, Konstantinos G. Derpanis, W. James MacLean, Gilbert Verghese, Michael R. M. Jenkin, Evangelos E. Milios, Allan D. Jepson, John K. Tsotsos: SAVI: an actively controlled teleconferencing system. Image Vision Comput. 19(11): 793-804 (2001)

Yiming Ye, Stephen J. Boies, P. Y. Huang, John K. Tsotsos: Agents-supported adaptive group awareness: smart distance and WWWaware. IEEE Transactions on Systems, Man, and Cybernetics, Part A 31(5): 369-380 (2001)

Yiming Ye, Stephen J. Boies, Paul Huang, John K. Tsotsos: Smart distance and WWWaware: a multi-agent approach. Agents 2001: 176-177

Bill Kapralos, Michael R. M. Jenkin, Evangelos E. Milios, John K. Tsotsos: Eyes 'n ears face detection. ICIP (1) 2001: 66-69

Markus Latzel, John K. Tsotsos: A robust motion detection and estimation filter for video signals. ICIP (1) 2001: 381-384

Yiming Ye, John K. Tsotsos, Eric Harley, Karen Bennet: Tracking a person with pre-recorded image database and a pan, tilt, and zoom camera. Mach. Vis. Appl. 12(1): 32-43 (2000)

W. James MacLean, John K. Tsotsos: Fast Pattern Recognition Using Gradient-Descent Search in an Image Pyramid. ICPR 2000: 2873-2877

Yiming Ye, John K. Tsotsos: Sensor Planning for 3D Object Search^, . Computer Vision and Image Understanding 73(2): 145-168 (1999)

Sven J. Dickinson, David Wilkes, John K. Tsotsos: A Computational Model of View Degeneracy. IEEE Trans. Pattern Anal. Mach. Intell. 21(8): 673-689 (1999)

Yiming Ye, John K. Tsotsos: Knowledge Granularity for Task Oriented Agents. Agents 1999: 424-425

Pietro Parodi, R. Lancewicki, A. Vijh, John K. Tsotsos: Empirically-Derived Estimates of the Complexity of Labeling Line Drawings of Polyhedral Scenes. Artif. Intell. 105(1-2): 47-75 (1998)

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: PLAYBOT A visually-guided robot for physically disabled children. Image Vision Comput. 16(4): 275-292 (1998)

S. B. Nickerson, Piotr Jasiobedzki, David Wilkes, Michael R. M. Jenkin, Evangelos E. Milios, John K. Tsotsos, Allan D. Jepson, O. N. Bains: The ARK project: Autonomous mobile robots for known industrial environments. Robotics and Autonomous Systems 25(1-2): 83-104 (1998)

Yiming Ye, John K. Tsotsos, Karen Bennet, Eric Harley: Tracking a Person with Pre-recorded Image Database and a Pan, Tilt, and Zoom Camera. ACCV (2) 1998: 575-582

Yiming Ye, John K. Tsotsos: Knowledge Granularity and Action Selection. AIMSA 1998: 475-488

Sven J. Dickinson, Henrik I. Christensen, John K. Tsotsos, Göran Olofsson: Active Object Recognition Integrating Attention and Viewpoint Control. Computer Vision and Image Understanding 67(3): 239-260 (1997)

Gregory Dudek, John K. Tsotsos: Shape Representation and Recognition from Multiscale Curvature. Computer Vision and Image Understanding 68(2): 170-189 (1997)

John K. Tsotsos: Intelligent control for perceptually attentive agents: The S^* proposal. Robotics and Autonomous Systems 21(1): 5-21 (1997)

Yiming Ye, John K. Tsotsos: Knowledge Difference and its Influence on a Search Agent. Agents 1997: 67-74

Niels da Vitoria Lobo, John K. Tsotsos: Computing Egomotion and Detecting Independent Motion from Image Motion Using Collinear Points. Computer Vision and Image Understanding 64(1): 21-52 (1996)

Yiming Ye, John K. Tsotsos: A robot agent that can search. CASCON 1996: 39

Yiming Ye, John K. Tsotsos, Karen Bennet: Live WWW and its agents: the CAS-LWWW project. CASCON 1996: 40

Yiming Ye, John K. Tsotsos: On the Collaborative Object Search Team: A Formulation. ECAI Workshop LDAIS / ICMAS Workshop LIOME 1996: 94-116

John K. Tsotsos: Behaviorist Intelligence and the Scaling Problem. Artif. Intell. 75(2): 135-160 (1995)

John K. Tsotsos, Sean M. Culhane, Winky Yan Kei Wai, Yuzhong Lai, Neal Davis, Fernando Nuflo: Modeling Visual Attention via Selective Tuning. Artif. Intell. 78(1-2): 507-545 (1995)

David Wilkes, Sven J. Dickinson, John K. Tsotsos: A Quantitative Analysis of View Degeneracy and its use for Active Focal Length control. ICCV 1995: 938-944

Gilbert Verghese, John K. Tsotsos: The role of feature visibility constraints in perspective alignment. ICIP 1995: 386-389

Sven J. Dickinson, Henrik I. Christensen, John K. Tsotsos, Göran Olofsson: Active Object Recognition Integrating Attention and Viewpoint Control. ECCV (2) 1994: 3-14

Evangelos E. Milios, Michael R. M. Jenkin, John K. Tsotsos: Design and Performance of Trish, a Binocular Robot Head with Torsional Eye Movements. IJPRAI 7(1): 51-68 (1993)

Michael Jenkin, Evangelos E. Milios, John K. Tsotsos, Brian Down: A Binocular Robotic Head System with Torsional Eye Movements. ICRA (2) 1993: 776-781

John K. Tsotsos: On the relative complexity of active vs. passive visual search. International Journal of Computer Vision 7(2): 127-141 (1992)

Sean M. Culhane, John K. Tsotsos: An Attentional Prototype for Early Vision. ECCV 1992: 551-560

John L. Barron, Allan D. Jepson, John K. Tsotsos: The feasibility of motion and structure from noisy time-varying image velocity information. International Journal of Computer Vision 5(3): 239-269 (1990)

Niels da Vitoria Lobo, John K. Tsotsos: Shape from Binocular Disparity and Incomplete Knowledge of Baseline Parameters. ECAI 1990: 201-203

John K. Tsotsos: The Complexity of Perceptual Search Tasks. IJCAI 1989: 1571-1577

John L. Barron, Allan D. Jepson, John K. Tsotsos: The Feasibility Of Motion And Structure Computations. ICCV 1988: 651-657

John L. Barron, Allan D. Jepson, John K. Tsotsos: The Sensitivity of Motion and Structure Computations. AAAI 1987: 700-705

Ron Gershon, Allan D. Jepson, John K. Tsotsos: The Use of Color in Highlight Identification. IJCAI 1987: 752-754

Ron Gershon, Allan D. Jepson, John K. Tsotsos: From [R, G, B] to Surface Reflectance: Computing Color Constant Descriptors in Images. IJCAI 1987: 755-758

John L. Barron, Allan D. Jepson, John K. Tsotsos: Determination of Egomotion and Environmental Layout from Noisy Time-Varying Image Velocity in Binocular Image Sequences. IJCAI 1987: 822-825

Michael Jenkin, John K. Tsotsos: Applying temporal constraints to the dynamic stereo problem. Computer Vision, Graphics, and Image Processing 33(1): 16-32 (1986)

John K. Tsotsos: Knowledge organization and its role in representation and interpretation for time-varying data: the ALVEN system. Computational Intelligence 1: 16-32 (1985)

John K. Tsotsos: Knowledge and the visual process: Content, form and use. Pattern Recognition 17(1): 13-27 (1984)

John Mylopoulos, Tetsutaro Shibahara, John K. Tsotsos: Building Knowledge-Based Systems: The PSN Experience. IEEE Computer 16(10): 83-89 (1983)

Tetsutaro Shibahara, John K. Tsotsos, John Mylopoulos, H. Dominic Covvey: CAA: A Knowledge Based System Using Causal Knowledge to Diagnose Cardiac Rhythm Disorders. IJCAI 1983: 242-245

John K. Tsotsos: Temporal Event Recognition: An Application to Left Ventricular Performance. IJCAI 1981: 900-907

John K. Tsotsos, John Mylopoulos, H. Dominic Cowey, Steven W. Zucker: ALVEN: A Study on Motion Understanding by Computer. IJCAI 1979: 890-892

John K. Tsotsos: Some Notes on Motion Understanding. IJCAI 1977: 611

John K. Tsotsos: Knowledge-Base Driven Analysis of Cinecardioangiograms. IJCAI 1977: 699

John Mylopoulos, Alexander Borgida, P. Cohen, Nick Roussopoulos, John K. Tsotsos, Harry K. T. Wong: TORUS: a step towards bridging the gap between data bases and the casual user. Inf. Syst. 2(2): 49-64 (1976)