John Tsotsos

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John Tsotsos is affiliated with the following schools: York University, University of Toronto

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John Tsotsos

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According to Wikipedia, John Tsotsos is a Canadian Computer Scientist whose research spans the fields of Computer Vision, Human Vision, Robotics, and Artificial Intelligence. He is best known for his work in visual attention, specifically for establishing the need for visual attention in both biological and computational systems through an argument based on the computational complexity of visual information processing and subsequently developing a computational framework for visual attention known as the Selective Tuning model. He is also acknowledged as a pioneer in the area of Active Vision, his students and he being first to propose strategies for active object recognition and object visual search by a robot. He has made many contributions to machine vision

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John Tsotsos's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Modeling Visual Attention via Selective Tuning (1995) (1260)
Saliency Based on Information Maximization (2005) (1224)
Saliency, attention, and visual search: an information theoretic approach. (2009) (884)
Analyzing vision at the complexity level (1990) (709)
Neurobiology of Attention (2005) (467)
Autonomous Vehicles That Interact With Pedestrians: A Survey of Theory and Practice (2018) (368)
50 Years of object recognition: Directions forward (2013) (331)
The Seventh Visual Object Tracking VOT2019 Challenge Results (2019) (320)
Efficient and generalizable statistical models of shape and appearance for analysis of cardiac MRI (2008) (309)
A Computational Perspective on Visual Attention (2011) (245)
Direct neurophysiological evidence for spatial suppression surrounding the focus of attention in vision. (2006) (229)
Revisiting active perception (2016) (223)
40 years of cognitive architectures: core cognitive abilities and practical applications (2018) (219)
Incremental Learning Through Deep Adaptation (2017) (179)
The selective tuning model of attention: psychophysical evidence for a suppressive annulus around an attended item (2003) (179)
A framework for visual motion understanding (1980) (175)
Agreeing to cross: How drivers and pedestrians communicate (2017) (163)
Are They Going to Cross? A Benchmark Dataset and Baseline for Pedestrian Crosswalk Behavior (2017) (158)
Active Object Recognition Integrating Attention and Viewpoint Control (1994) (156)
Attention based on information maximization (2010) (150)
Dynamic Label Propagation for Semi-supervised Multi-class Multi-label Classification (2013) (148)
Sensor Planning for 3D Object Search, (1999) (147)
The Complexity of Perceptual Search Tasks (1989) (138)
From [R, G, B] to Surface Reflectance: Computing Color Constant Descriptors in Images (1987) (136)
Understanding Pedestrian Behavior in Complex Traffic Scenes (2018) (133)
Techniques for disparity measurement (1991) (130)
Ambient illumination and the determination of material changes. (1986) (129)
Knowledge-based landmarking of cephalograms. (1986) (127)
Shape Representation and Recognition from Multiscale Curvature (1997) (121)
Active object recognition (1992) (119)
PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction (2019) (113)
On the relative complexity of active vs. passive visual search (2004) (112)
Visual search for an object in a 3D environment using a mobile robot (2010) (108)
Attending to visual motion (2005) (106)
An Attentional Prototype for Early Vision (1992) (87)
On computational modeling of visual saliency: Examining what’s right, and what’s left (2015) (81)
Behaviorist Intelligence and the Scaling Problem (1995) (74)
Toward a computational model of visual attention (1995) (73)
Joint Attention in Autonomous Driving (JAAD) (2016) (71)
A Review of 40 Years of Cognitive Architecture Research: Focus on Perception, Attention, Learning and Applications (2016) (70)
The center-surround profile of the focus of attention arises from recurrent processing in visual cortex. (2009) (68)
A ‘complexity level’ analysis of immediate vision (2004) (66)
PLAYBOT A visually-guided robot for physically disabled children (1998) (64)
Applying temporal constraints to the dynamic stereo problem (1986) (64)
Attention links sensing to recognition (2008) (64)
An attentional framework for stereo vision (2005) (63)
Attention in Cognitive Systems, 5th International Workshop on Attention in Cognitive Systems, WAPCV 2008, Fira, Santorini, Greece, May 12, 2008, Revised Selected Papers (2009) (63)
Towards the quantitative evaluation of visual attention models (2015) (62)
Automatic detection of abnormal gait (2009) (60)
Computational models of visual attention (2011) (60)
Active 3D Object Localization Using a Humanoid Robot (2011) (58)
Knowledge organization and its role in representation and interpretation for time‐varying data: the ALVEN system (1985) (56)
Integrating Stereo Vision with a CNN Tracker for a Person-Following Robot (2017) (55)
An inhibitory beam for attentional selection (1994) (55)
Robot navigation via spatial and temporal coherent semantic maps (2016) (54)
Design and Performance of Trish, a Binocular Robot Head with Torsional Eye Movements (1993) (53)
The different stages of visual recognition need different attentional binding strategies (2008) (52)
The Roles of Endstopped and Curvature Tuned Computations in a Hierarchical Representation of 2D Shape (2012) (51)
A Computational Learning Theory of Active Object Recognition Under Uncertainty (2012) (51)
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs (2020) (50)
Hand Gesture Recognition within a Linguistics-Based Framework (2004) (49)
Empirically-Derived Estimates of the Complexity of Labeling Line Drawings of Polyhedral Scenes (1998) (46)
Histogram of Oriented Uniform Patterns for robust place recognition and categorization (2012) (46)
The ARK project: Autonomous mobile robots for known industrial environments (1998) (45)
Parameterless Isomap with Adaptive Neighborhood Selection (2006) (44)
Vision-Based Fallen Person Detection for the Elderly (2017) (44)
Neural Mechanisms of Surround Attenuation and Distractor Competition in Visual Search (2011) (43)
A brief and selective history of attention (2005) (42)
Fast pattern recognition using gradient-descent search in an image pyramid (2000) (42)
Attention and Visual Search: Active Robotic Vision Systems that Search (2007) (41)
Intriguing Properties of Randomly Weighted Networks: Generalizing While Learning Next to Nothing (2018) (40)
Shape representation and recognition from curvature (1991) (39)
The Elephant in the Room (2018) (38)
Person Following Robot Using Selected Online Ada-Boosting with Stereo Camera (2017) (37)
Activation of area MT/V5 and the right inferior parietal cortex during the discrimination of transient direction changes in translational motion. (2007) (36)
Towards a Biologically Plausible Active Visual Search Model (2004) (36)
Where to look next in 3D object search (1995) (36)
A Review of 40 Years of Cognitive Architecture Research: Core Cognitive Abilities and Practical Applications (2016) (35)
On Sensor Bias in Experimental Methods for Comparing Interest-Point, Saliency, and Recognition Algorithms (2012) (35)
A Research Roadmap of Cognitive Vision (2005) (34)
Region Classification for Robust Floor Detection in Indoor Environments (2009) (34)
Motion Understanding: Task-Directed Attention and Representations that Link Perception with Action (2001) (33)
The spatial profile of the focus of attention in visual search: Insights from MEG recordings (2010) (33)
Temporal Event Recognition: An Application to Left Ventricular Performance (1981) (33)
Goal directed animation using English motion commands (1986) (33)
An Information Theoretic Model of Saliency and Visual Search (2008) (33)
Attention and Visual Search (2007) (32)
An Attentional Mechanism for Selecting Appropriate Actions Afforded by Graspable Objects (2008) (32)
Detecting Motion Patterns via Direction Maps with Application to Surveillance (2005) (32)
Exactly which emperor is Penrose talking about? (1990) (31)
Is complexity theory appropriate for analyzing biological systems? (1991) (31)
TORUS: a step towards bridging the gap between data bases and the casual user (1976) (31)
Cognitive programs: software for attention's executive (2014) (30)
Fast Visual Object Tracking with Rotated Bounding Boxes (2019) (29)
Active Vision for Door Localization and Door Opening using Playbot: A Computer Controlled Wheelchair for People with Mobility Impairments (2008) (29)
Fast pattern recognition using normalized grey-scale correlation in a pyramid image representation (2008) (28)
Representational axes and temporal cooperative processes (1987) (28)
Attention and Performance in Computational Vision (2008) (28)
The Effect of Color Space Selection on Detectability and Discriminability of Colored Objects (2017) (27)
Tracking a person with pre-recorded image database and a pan, tilt, and zoom camera (1998) (27)
A theory of active object localization (2009) (27)
Joint Attention in Driver-Pedestrian Interaction: from Theory to Practice (2018) (27)
Knowledge and the visual process: Content, form and use (1984) (26)
A prototype for data-driven visual attention (1992) (26)
Robust Face Recognition through Local Graph Matching (2007) (26)
Limited Capacity of Any Realizable Perceptual System Is a Sufficient Reason for Attentive Behavior (1997) (26)
Attention to Color Sharpens Neural Population Tuning via Feedback Processing in the Human Visual Cortex Hierarchy (2017) (26)
Face recognition with weighted locally linear embedding (2005) (26)
Detecting abnormal gait (2005) (26)
Active Fixation Control to Predict Saccade Sequences (2018) (25)
A Computational Model of View Degeneracy (1999) (24)
It's Not All About Size: On the Role of Data Properties in Pedestrian Detection (2018) (24)
Sensor planning in 3d object search: its formu-lation and complexity (1995) (24)
Selectivity for speed gradients in human area MT/V5 (2005) (23)
Knowledge organization and its role in representation and interpretation for time-varying data: the ALVEN system (1987) (23)
A statistical basis for visual field anisotropies (2006) (23)
Building Knowledge-Based Systems: The PSN Experience (1983) (23)
Spatiotemporal Saliency: Towards a Hierarchical Representation of Visual Saliency (2009) (22)
Attending to orientation results in an inhibitory surround in orientation space (2008) (22)
Motion: Representation and perception (1986) (21)
The importance of intermediate representations for the modeling of 2D shape detection: Endstopping and curvature tuned computations (2011) (21)
Indoor Place Recognition System for Localization of Mobile Robots (2016) (21)
A Complexity‐Level Analysis of the Sensor Planning Task for Object Search (2001) (21)
Attention-based active visual search for mobile robots (2018) (20)
Attentional Modulation and Selection – An Integrated Approach (2014) (20)
Bounding box splitting for robust shape classification (2005) (19)
A Focus on Selection for Fixation (2016) (18)
Visual Correlates of Fixation Selection: A Look at the Spatial Frequency Domain (2007) (18)
Do They Want to Cross? Understanding Pedestrian Intention for Behavior Prediction (2020) (18)
The feasibility of motion and structure from noisy time-varying image velocity information (1991) (17)
Computational resources do constrain behavior (1991) (17)
Computing Egomotion and Detecting Independent Motion from Image Motion Using Collinear Points (1996) (17)
Directing attention to onset and offset of image events for eye-head movement control (1994) (17)
The Selective Tuning Model for Visual Attention (2002) (17)
Laser eye: a new 3D sensor for active vision (1993) (17)
SAVI: an actively controlled teleconferencing system (2001) (16)
A Novel Algorithm for Fitting 3-D Active Appearance Models: Applications to Cardiac MRI Segmentation (2005) (16)
Definition and recovery of kinematic features for recognition of American sign language movements (2008) (15)
ARK: autonomous mobile robot for an industrial environment (1994) (15)
Complexity, Vision, and Attention (2001) (15)
Different Binding Strategies for the Different Stages of Visual Recognition (2007) (15)
Recognizing planar curves using curvature-tuned smoothing (1990) (15)
Intelligent control for perceptually attentive agents: The S* proposal (1997) (15)
Towards Social Autonomous Vehicles: Understanding Pedestrian-Driver Interactions (2018) (14)
CAA: A Knowledge Based System Using Causal Knowledge to Diagnose Cardiac Rhythm Disorders (1983) (14)
STNet: Selective Tuning of Convolutional Networks for Object Localization (2017) (14)
Video Action Recognition for Lane-Change Classification and Prediction of Surrounding Vehicles (2021) (14)
The Use of Color in Highlight Identification (1987) (14)
TOWARDS THE DREAM OF AN INTELLIGENT , VISUALLY-GUIDED WHEELCHAIR (2008) (14)
Computational foundations for attentive processes (2008) (14)
Agents-supported adaptive group awareness: smart distance and WWWaware (2001) (13)
Visual Saliency Improves Autonomous Visual Search (2014) (13)
Totally Looks Like - How Humans Compare, Compared to Machines (2018) (13)
Attentional inhibitory surrounds in orentation space (2005) (13)
From Foundational Principles to a Hierarchical Selection Circuit for Attention (2003) (13)
Attending to Motion: Localizing and Classifying Motion Patterns in Image Sequences (2002) (13)
TarzaNN: A General Purpose Neural Network Simulator for Visual Attention Modeling (2004) (13)
Two-Stream Networks for Lane-Change Prediction of Surrounding Vehicles (2020) (12)
On the Collaborative Object Search Team: A Formulation (1996) (12)
A quantitative analysis of view degeneracy and its use for active focal length control (1995) (12)
Fast, recurrent, attentional modulation improves saliency representation and scene recognition (2011) (12)
The Sensitivity of Motion and Structure Computations (1987) (11)
Determination of Egomotion and Environmental Layout from Noisy Time-Varying Image Velocity in Binocular Image Sequences (1987) (11)
Scene Classification in Indoor Environments for Robots using Context Based Word Embeddings (2019) (11)
A binocular robotic head system with torsional eye movements (1993) (11)
Schemas: Not yet an interlingua for the brain sciences (1987) (10)
SMILER: Saliency Model Implementation Library for Experimental Research (2018) (10)
Do Saliency Models Detect Odd-One-Out Targets? New Datasets and Evaluations (2020) (10)
Visual Representation Determines Search Difficulty: Explaining Visual Search Asymmetries (2011) (10)
Local feature analysis for robust face recognition (2009) (10)
Selective Tuning: Feature Binding Through Selective Attention (2006) (10)
Priming Neural Networks (2017) (9)
The Role of Computational Complexity in Perceptual Theory (1993) (9)
Attention and Cognition: Principles to Guide Modeling (2017) (9)
It’s all about the constraints (2014) (9)
Fast Visual Object Tracking using Ellipse Fitting for Rotated Bounding Boxes (2019) (9)
Cognitive Vision Needs Attention to Link Sensing with Recognition (2006) (9)
A Neurally-Inspired Model for Detecting and Localizing Simple Motion Patterns in Image Sequences (2002) (9)
Computer assessment of left ventricular wall motion: the ALVEN expert system. (1985) (8)
Knowledge Organization and Its Role in Temporal and Causal Signal Understanding: The ALVEN and CAA Projects (1987) (8)
Active stereo vision and cyclotorsion (1994) (8)
There is no one way to look at vision (1994) (8)
Some Notes on Motion Understanding (1977) (8)
Visual Feature Binding within the Selective Tuning Attention Framework (2008) (8)
On the control of attentional processes in vision (2021) (7)
Long-term memory and hippocampal function support predictive gaze control during goal-directed search (2020) (7)
Efficient serial associative memory (1993) (7)
A little complexity analysis goes a long way (1990) (7)
A robust motion detection and estimation filter for video signals (2001) (7)
Applying Ensembles of Multilinear Classifiers in the Frequency Domain (2006) (7)
Integration of camera motion behaviours for active object recognition (1994) (7)
Robot middleware must support task-directed perception (2007) (7)
Hierarchical Classifiers for Robust Topological Robot Localization (2012) (7)
Separable Linear Discriminant Classification (2005) (7)
A Framework for Door Localization and Door Opening Using a Computer Controlled Wheelchair for People Living with Mobility Impairments (2007) (7)
Active Control of Camera Parameters for Object Detection Algorithms (2017) (6)
Adaptive Step Size Window Matching for Detection (2006) (6)
Visual Attention in Dynamic Environments and its Application to Playing On-line Games (2014) (6)
Visual attention and its intimate links to spatial cognition (2018) (6)
Using Curvature Information in the Decomposition and Representation of Planar Curves (1992) (6)
Integrating task-directed planning with reactive object recognition (1993) (6)
Complexity Level Analysis Revisited: What Can 30 Years of Hindsight Tell Us about How the Brain Might Represent Visual Information? (2017) (6)
Using collinear points to compute egomotion and detect nonrigidity (1991) (6)
Computation, PET images, and attention (1995) (6)
The Attentional Suppressive Surround: Eccentricity, Location-Based and Feature-Based Effects and Interactions (2018) (6)
Eyes 'n ears face detection (2001) (5)
ALVEN: A Study on Motion Understanding by Computer (1979) (5)
Behavioral Research and Practical Models of Drivers' Attention (2021) (5)
Why Does Data-Driven Beat Theory-Driven Computer Vision? (2019) (5)
Feed-forward visual processing suffices for coarse localization but fine-grained localization in an attention-demanding context needs feedback processing (2019) (5)
10 Action-Oriented Models of Cognitive Processing A Little Less Cogitation , A Little More Action Please (2016) (5)
Indoor Localization in Dynamic Human Environments Using Visual Odometry and Global Pose Refinement (2018) (5)
Behaviors for active object recognition (1993) (5)
People tracking using robust motion detection and estimation (2005) (5)
Knowledge-Base Driven Analysis of Cinecardioangiograms (1977) (5)
Knowledge Granularity Spectrum, Action Pyramid, and the Scaling Problem (2001) (5)
Triangles, Pyramids, Connections and Attentive Inhibition (1999) (5)
Knowledge Granularity and Action Selection (1998) (5)
Multiplicative modulations enhance diversity of hue-selective cells (2020) (5)
Hierarchical appearance-based classifiers for qualitative spatial localization (2009) (5)
Integrating Three Mechanisms of Visual Attention for Active Visual Search (2017) (5)
TRISH: the Toronto-IRIS Stereo Head (1992) (5)
Eyes ’n ears: A system of attentive teleconferencing (2000) (5)
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision (2019) (5)
Energy minimization via graph cuts for semantic place labeling (2010) (5)
Examining the feasibility of face gesture detection using a wheelchair mounted camera (2009) (4)
STAR-RT: Visual attention for real-time video game playing (2017) (4)
Determinations of egomotion and environmental layout from noisy time varying image velocity information in monocular image sequences (1988) (4)
Separable Linear Classifiers for Online Learning in Appearance Based Object Detection (2005) (4)
Overt fixations reflect a natural central bias (2013) (4)
Development of spatial suppression surrounding the focus of visual attention (2018) (4)
Design Of ARK, A Sensor-based Mobile Robot For Industrial Environments (1993) (4)
Feature-based attention induces surround suppression during the perception of visual motion (2021) (4)
Knowledge difference and its influence on a search agent (1997) (4)
The scope of motion research: from image intensity changes to semantic abstractions (1984) (4)
Smart distance and WWWaware: a multi-agent approach (2001) (4)
Saccade Sequence Prediction: Beyond Static Saliency Maps (2017) (4)
Action-Oriented Models of Cognitive Processing (2016) (4)
Adaptive enhancement of cardiac magnetic resonance (CMR) images (2005) (4)
Attention in Stereo Vision: Implications for Computational Models of Attention (2013) (4)
Computer Vision Systems, 6th International Conference, ICVS 2008, Santorini, Greece, May 12-15, 2008, Proceedings (2008) (4)
Real-time Model-based Tracking Using Perspective Alignment: Parallel Implementation and Stability Analysis (1995) (4)
Visual stereoscopic computation (1988) (4)
Visual Tasks Lead to Unique Sequences of Cyclic Attentional Signals (2016) (4)
Sensor Planning for 3D Visual Search with Task Constraints (2016) (3)
Proceedings of the Second international conference on Attention and Performance in Computational Vision (2004) (3)
Visual attention: detecting abrupt onsets within the selective tuning model (1995) (3)
The Feasibility Of Motion And Structure Computations (1988) (3)
Rapid visual categorization is not guided by early salience-based selection (2019) (3)
The horoptor and active cyclotorsion (1994) (3)
Modeling task influences for saccade sequence and visual relevance prediction (2019) (3)
Feature Conjunctions in Visual Search (2006) (3)
Biologically Motivated Local Contextual Modulation Improves Low-Level Visual Feature Representations (2012) (3)
The role of feature visibility constraints in perspective alignment (1995) (3)
Early Recurrence Improves Edge Detection (2013) (3)
Information Fusion for Multi-camera and Multi-body Structure and Motion (2007) (3)
Special issue: Attention and performance in computer vision (2005) (3)
Second-Order (Non-Fourier) Attention-Based Face Detection (2006) (3)
A hierarchical neural network for temporal pattern recognition (1990) (3)
A neural network for temporal pattern recognition (1989) (3)
Psychophysical Evaluation of Saliency Algorithms (2016) (3)
Comparing neuronal and behavioral thresholds for spiral motion discrimination (2009) (3)
Computing egomotion and shape from image motion using collinear points (1992) (3)
Local Surface Structure From Disparity Measurements (1988) (3)
When We Study the Ability to Attend, What Exactly Are We Trying to Understand? (2022) (3)
Explanations and Predictions (2011) (3)
Attention to visual motion suppresses neuronal and behavioral sensitivity in nearby feature space (2022) (3)
Image Space I3 and Eigen Curvature for Illumination Insensitive Face Detection (2005) (2)
Early recurrence enables figure border ownership (2019) (2)
Tracking Active Observers in 3D Visuo-Cognitive Tasks (2021) (2)
Eyes 'n ears: face detection utilizing audio and video cues (2001) (2)
Visual attention in dynamic environments (2014) (2)
Promising Directions in Active Vision Eye-hand Coordination Sensors on a Manipulator Can Augment Vision with Integration with Robot Architectures Active Vision Research Should Be Con (2007) (2)
Mission-Directed Behaviour-Based Robots For Planetary Exploration (2003) (2)
Attention for Vision-Based Assistive and Automated Driving: A Review of Algorithms and Datasets (2022) (2)
Proc. of the ACM SIGGRAPH/SIGART interdisciplinary workshop on Motion: representation and perception (1986) (2)
Attention in Autonomous Robotic Visual Search (2014) (2)
Re-Visiting Visual Routines: A White Paper Re-Visiting Visual Routines: A White Paper (2011) (2)
Neurobiological Models of Visual Attention (2002) (2)
Decomposition and representation of planar curves using curvature-tuned smoothing (1990) (2)
Attending to visual motion: localizing and classifying affine motion patterns (2004) (2)
Towards a Theory of Motion Understanding in Man and Machine (1988) (2)
The Interaction of Target-Distractor Similarity and Visual Search Efficiency for Basic Features (2017) (2)
Blocks World Revisited: The Effect of Self-Occlusion on Classification by Convolutional Neural Networks (2021) (2)
Attention: The Messy Reality (2019) (2)
Gross And Segmental Motion Analysis In Dynamic Cardiac Imagery (1978) (2)
16th CONFERENCE ON COMPUTER AND ROBOT VISION (2019) (2)
Visual Representation in the Determination of Saliency (2011) (2)
Subspace manifold learning with sample weights (2009) (2)
High-Level Perceptual Similarity is Enabled by Learning Diverse Tasks (2019) (2)
PESAO: Psychophysical Experimental Setup for Active Observers (2020) (2)
Compact Neural Representation Using Attentive Network Pruning (2020) (1)
A PERFORMANCE EVALUATION OF ROBOT LOCALIZATION METHODS IN OUTDOOR TERRAINS (2011) (1)
Challenging Images For Minds and Machines (2018) (1)
Connectionist computing and neural machinery: Examining the test of “timing” (1986) (1)
Correction: Rapid visual categorization is not guided by early salience-based selection (2019) (1)
Interactions between spatial and temporal attention: an attentional blink study (2005) (1)
Boundary effects across filter spatial scales (2014) (1)
Motion : representation and perception : proceedings of the ACM SIGGRAPH/SIGART Interdisciplinary Workshop on Motion, Representation and Perception, held in Toronto, Ontario, Canada, 1983 (1986) (1)
Feature-based attention induces non-linearities in neuronal tuning and behavior during visual motion perception (2021) (1)
Attention, Recognition, and Binding (2011) (1)
Live WWW and its agents: the CAS-LWWW project (1996) (1)
Color-opponent mechanisms for local hue encoding in a hierarchical framework (2017) (1)
A large-scale touch sensitive display (2008) (1)
Probing the Effect of Selection Bias on Generalization: A Thought Experiment (2021) (1)
MEG study of temporal parameters and localization of brain responses during the detection of transient changes in the direction of moving stimuli (2004) (1)
Hierarchical , Localized Saliency Computations Solve the Visual Feature Binding Problem (2004) (1)
Flipped on its Head: Deep Learning-Based Saliency Finds Asymmetry in the Opposite Direction Expected for Singleton Search of Flipped and Canonical Targets (2019) (1)
Cognitive programs: towards an executive controller for visual attention (2013) (1)
Random Polyhedral Scenes: An Image Generator for Active Vision System Experiments (2018) (1)
Putting Saliency in its Place (2015) (1)
Knowledge granularity for task oriented agents (1999) (1)
Bridging Cognitive Programs and Machine Learning (2018) (1)
Can the computer ever take over the practice of medicine? (1980) (1)
Modeling the Dynamics of Feature Binding During Object-Selective Attention (2008) (1)
Hierarchical Learning of Dominant Constellations for Object Class Recognition (2007) (1)
Visual Place Categorization in Indoor Environments (2012) (1)
Priming and intrusion errors in RSVP streams with two response dimensions (2008) (1)
Selective Segmentation Networks Using Top-Down Attention (2020) (1)
Detecting, Representing and Attending to Visual Shape (2013) (1)
The Role of Attention in Shaping Visual Perceptual Processes (2011) (1)
Bottom-up and top-down object matching using asynchronous agents and a contrario principles (2019) (1)
slab: smart labeling of family photos through an interactive interface (2008) (1)
Motion Understanding Systems (1992) (1)
Goal-directed smoothing for the curvature-based segmentation of 3-dimensional surfaces (1990) (1)
Robot Localization in Rough Terrains: Performance Evaluation (2010) (1)
SMILER: Consistent and Usable Saliency Model Implementations (2019) (1)
Knowledge Di erence and its In uence on a Search Agent (2000) (1)
Recurrent Refinement for Visual Saliency Estimation in Surveillance Scenarios (2012) (1)
The scope of research on motion: sensations, perception, representation and generation (1986) (1)
Guest Editorial Representations and Architectures for Cognitive Systems (2010) (1)
Computational abstraction towards a theory of the brain Brain Computation as Hierarchical Abstraction Dana H. Ballard (MIT Press, Cambridge, MA; 2015). (2015) (1)
Velocity gradient information influences optical flow processing in human observers (2004) (1)
Visual attention and its intimate links to spatial cognition (2018) (0)
Selective Tuning: Formulation (2011) (0)
A cortical zoom-in operation underlies covert shifts of visual spatial attention (2023) (0)
Integrating attentional modulation with attentional selection Integrating attentional modulation with attentional selection (2013) (0)
CHAPTER 92 – The Selective Tuning Model for Visual Attention (2005) (0)
Theories and Models of Visual Attention (2011) (0)
Wrapping Up the Loose Ends (2011) (0)
Is the Selective Tuning Model of Visual Attention Still Relevant (2019) (0)
Experiments with a spatiochromatic model of early vision (1985) (0)
What does it mean to attend better (2014) (0)
Attention—We All Know What It Is (2011) (0)
Attention and Performance in Computational Vision, Second International Workshop, WAPCV 2004, Prague, Czech Republic, May 15, 2004, Revised Selected Papers (2004) (0)
Integrating Disparity Measurements Over Space and Spatial-Frequency (1988) (0)
Visual Search with selective tuning (2010) (0)
Shape from Binocular Disparity and Incomplete Knowledge of Baseline Parameters (1990) (0)
Precise localization in conflicting context requires feedback processing (2019) (0)
An Image Processing System for Cardiovascular Wall Motion Studies (1980) (0)
Detection function and its application in visual tracking (1997) (0)
Resampling 4D images using adaptive filtering (2005) (0)
Active Observer Visual Problem-Solving Methods are Dynamically Hypothesized, Deployed and Tested (2021) (0)
Attentional blink as a product of attentional control signals: A computational investigation (2017) (0)
Feature-based attention causes a ring-like modulation of motion direction tuning curves in areas MT and MST of macaques (2018) (0)
Attentive selection penetrates (almost) the entire visual system (1999) (0)
Short and Long-Term Attentional Firing Rates Can Be Explained by ST-Neuron Dynamics (2018) (0)
Temporal pattern recognition using one-memory-element-per-state sequential neural network (1993) (0)
Visual AttentionComputational Problems, Strategies, and Mechanisms (2012) (0)
An autonomous mobile robot for known industrial environments (1997) (0)
Hierarchical Classifiers for Robust Topological Robot Localization (2012) (0)
059 EDGE MOTION TECHNOLOGY TO DETECT ABNORMALITIES OF GAIT AND BALANCE (2010) (0)
Background subtraction via early recurrence in dynamic scenes (2012) (0)
Selective Tuning: Overview (2011) (0)
Selective Tuning: Examples and Performance (2011) (0)
Attending to a feature results in neighboring within-feature suppression (2010) (0)
Active Vision (2020) (0)
Feature-based surround suppression in the motion domain (2017) (0)
John K. Tsotsos (2015) (0)
Next-Best-View Estimation based on Deep Reinforcement Learning for Active Object Classification (2021) (0)
Active Visual Control by S tereo A ctive V ision I nterface SAVI (2001) (0)
Task and timing in visual processing (2007) (0)
Motion Estimation Using a General Purpose Neural Network Simulator for Visual Attention (2007) (0)
EXAMINING THE FEASIBILITY OF FACE GESTURE DETECTION FOR MONITORING USERS OF AUTONOMOUS WHEELCHAIRS (2009) (0)
Totally-Looks-Like: A Dataset and Benchmark of Semantic Image Similarity (2018) (0)
Probabilistic Representation and Inference in Natural Scene Segmentation (2009) (0)
A robot agent that can search (1996) (0)
40 years of cognitive architectures: core cognitive abilities and practical applications (2018) (0)
THE COMPLEXITY OF VISUAL SEARCH TASKS (2002) (0)
Knowledge-based image processing with application to the landmarking of cephalograms (1985) (0)
Does attention to a point in time lead to temporal surround suppression? (2022) (0)
AMERICANSOCIETYFORARTIFICIAL INTERNALORGANS:32ND INTERNATIONAL WORKSHOPON PHYSICSAND ENGINEERING IN ANNUALMEETING COMPUTERIZEDMULTIDIMENSIONAL IMAGINGAND (1986) (0)
An Empirical Method to Quantify the Peripheral Performance Degradation in Deep Networks (2020) (0)
Visual place categorization for mobile robots (2012) (0)
Self-attention in Vision Transformers Performs Perceptual Grouping, Not Attention (2023) (0)
A motion detector based on a neural network (1990) (0)
Fifth Canadian Conference on Computer and Robot Vision, CRV 2008, Windsor, Ontario, Canada, May 28-30, 2008 (2008) (0)
Focusing on Selection for Fixation (2016) (0)
Tractability and Attention: Key Roles in Robotic Visual Search (2014) (0)
Multiplicative modulations enhance diversity of hue-selective cells (2020) (0)
Contextual Interference Reduction by Selective Fine-Tuning of Neural Networks (2020) (0)
Cognitive Programs: Towards an Executive for Visual Attention (2013) (0)
A Computational Model of View Degeneracy and its Application to Active Focal Length Control (1997) (0)
A human cortical specialization for the processing of velocity gradients in moving stimuli (2004) (0)
Localization of Attended Multi-feature Stimuli: Tracing Back Feed-Forward Activation Using Localized Saliency Computations (2006) (0)
Salience Across Spatial Scales (2014) (0)
1 to appear in Visual Attention (2003) (0)
Active Observers in a 3D World: The 3D Same-Different Task (2020) (0)
Responses to Moving Stimuli Effect of Motion Contrast on Human Cortical (2015) (0)
Eyes and ears: Attentive teleconferencing utilizing audio and video cues (2001) (0)
Multiplicative modulations in hue-selective cells enhance unique hue representation (2019) (0)
Early Salient Region Selection Does Not Drive Rapid Visual Categorization (2019) (0)
Improved Edge Representation via Early Recurrent Inhibition (2012) (0)
Size of attentional suppressive surround. (2015) (0)
An Active Stereo Vision System for Recognitionof Faces and Related Hand (1999) (0)
Boundary effects across filter spatial scales (2014) (0)
Learning a model of shape selectivity in V4 cells reveals shape encoding mechanisms in the brain (2021) (0)
Fifth international cognitive vision workshop (ICVW 2009) categorization, attention and embodiment (2009) (0)
Border Ownership Assignment based on Dorsal and Horizontal Modulations (2018) (0)
Probing the Effect of Selection Bias on NN Generalization with a Thought Experiment (2021) (0)
Kosta Derpanis From 3 D Models to Images Object Detection and Pose Estimation in Cluttered Scenes (2014) (0)
A Tour of This Volume (2005) (0)
Slab (2021) (0)
What Does it Mean to Better Attend (2014) (0)
Peer to Peer Adaptive Awareness (2001) (0)

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