Communications of the ACM
Machine learning of inductive bias
Machine learning of inductive bias
Principles of artificial intelligence
Principles of artificial intelligence
Multilayer feedforward networks are universal approximators
Neural Networks
A hierarchical approach to line extraction based on the Hough transform
Computer Vision, Graphics, and Image Processing
Computational vision
Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
CNLS '89 Proceedings of the ninth annual international conference of the Center for Nonlinear Studies on Self-organizing, Collective, and Cooperative Phenomena in Natural and Artificial Computing Networks on Emergent computation
Intelligence without representation
Artificial Intelligence
Ignorance, myopia, and naivete´ in computer vision systems
CVGIP: Image Understanding
Pattern recognition: statistical, structural and neural approaches
Pattern recognition: statistical, structural and neural approaches
Artificial intelligence (3rd ed.)
Artificial intelligence (3rd ed.)
A fast algorithm for active contours and curvature estimation
CVGIP: Image Understanding
On the relative complexity of active vs. passive visual search
International Journal of Computer Vision
International Journal of Computer Vision
Model-Based Visual Feedback Control for a Hand-Eye Coordinated Robotic System
Computer - Special issue on sharing: high performance at low cost
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural networks and the bias/variance dilemma
Neural Computation
Geometric invariance in computer vision
Geometric invariance in computer vision
Introduction—towards a new framework for vision
Geometric invariance in computer vision
CVGIP: Image Understanding
CVGIP: Image Understanding - Special issue on purposive, qualitative, active vision
Active and exploratory perception
CVGIP: Image Understanding - Special issue on purposive, qualitative, active vision
Watch what I do: programming by demonstration
Watch what I do: programming by demonstration
Three-dimensional computer vision: a geometric viewpoint
Three-dimensional computer vision: a geometric viewpoint
Grouping of rectilinear segments by the labeled Hough transform
CVGIP: Image Understanding
Topology representing networks
Neural Networks
Improving Generalization with Active Learning
Machine Learning - Special issue on structured connectionist systems
Dynamic cell structure learns perfectly topology preserving map
Neural Computation
Regularization theory and neural networks architectures
Neural Computation
International Journal of Robotics Research
Visual learning and recognition of 3-D objects from appearance
International Journal of Computer Vision
Behaviorist intelligence and the scaling problem
Artificial Intelligence
The nature of statistical learning theory
The nature of statistical learning theory
Neural Computation
Understanding action and sensing by designing action-based sensors
International Journal of Robotics Research - Special issue on integration among planning, sensing, and control
GPS, a program that simulates human thought
Computers & thought
Exploratory vision: the active eye
Exploratory vision: the active eye
Global surface reconstruction by purposive control of observer motion
Artificial Intelligence - Special volume on computer vision
3D object recognition using invariance
Artificial Intelligence - Special volume on computer vision
Grouping symmetrical structures for object segmentation and description
Computer Vision and Image Understanding
Structure From Controlled Motion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robot grasp synthesis algorithms: a survey
International Journal of Robotics Research
Robot programming by demonstration (RPD): supporting the induction by human interaction
Machine Learning - Special issue on robot learning
Active learning for vision-based robot grasping
Machine Learning - Special issue on robot learning
Extended subspace methods of pattern recognition
Pattern Recognition Letters
Perceptual grouping for generic recognition
International Journal of Computer Vision - Special issue on computer vision research at the University of Southern California
A probabilistic approach to perceptual grouping
Computer Vision and Image Understanding
Parameter Estimation for Optimal Object Recognition: Theory andApplication
International Journal of Computer Vision
Performance characteristics of vision algorithms
Machine Vision and Applications - Special issue on performance evaluation
An optimizing line finder using a Hough transform algorithm
Computer Vision and Image Understanding
Knowledge-based image understanding systems: a survey
Computer Vision and Image Understanding
SUSAN—A New Approach to Low Level Image Processing
International Journal of Computer Vision
Active object recognition integrating attention and viewpoint control
Computer Vision and Image Understanding
Hough Transform Modified by Line Connectivity and Line Thickness
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image segmentation from consensus information
Computer Vision and Image Understanding
Hypothesis verification using parametric models and active vision strategies
Computer Vision and Image Understanding
Client/server programming with Java and CORBA (2nd ed.)
Client/server programming with Java and CORBA (2nd ed.)
Support Vector Machines for 3D Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Generic Grouping Algorithm and Its Quantitative Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Intrinsic Dimensionality Estimation With Optimally Topology Preserving Maps
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using local planar geometric invariants to match and model images of line segments
Computer Vision and Image Understanding
A review of biologically motivated space-variant data reduction models for robotic vision
Computer Vision and Image Understanding
A sparse representation for function approximation
Neural Computation
An equivalence between sparse approximation and support vector machines
Neural Computation
Geometry and invariance in kernel based methods
Advances in kernel methods
Mixtures of probabilistic principal component analyzers
Neural Computation
Merging and Splitting Eigenspace Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Behavior-based Robotics
Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
Robot Motion Planning
Introduction to Robotics: Mechanics and Control
Introduction to Robotics: Mechanics and Control
Perceptual Organization and Visual Recognition
Perceptual Organization and Visual Recognition
Practical Handbook on Image Processing for Scientific Applications
Practical Handbook on Image Processing for Scientific Applications
Early Visual Learning
Computer Vision: Three-Dimensional Data from Images
Computer Vision: Three-Dimensional Data from Images
Signal Processing for Computer Vision
Signal Processing for Computer Vision
Active Perception
Computer and Robot Vision
Computer Vision
International Journal of Computer Vision - Special issue on image-based servoing
Introduction to the Special Section on Learning in Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Recognition Using Multidimensional Receptive Field Histograms
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume I - Volume I
Transformation Invariance in Pattern Recognition-Tangent Distance and Tangent Propagation
Neural Networks: Tricks of the Trade, this book is an outgrowth of a 1996 NIPS workshop
Propagating Covariance in Computer Vision
Proceedings of the Theoretical Foundations of Computer Vision, TFCV on Performance Characterization in Computer Vision
Algebraic Aspects of Designing Behaviour Based Systems
AFPAC '97 Proceedings of the International Workshop on Algebraic Frames for the Perception-Action Cycle
Elliptical Basis Function Networks for Classification Tasks
ICANN '97 Proceedings of the 7th International Conference on Artificial Neural Networks
Hierarchical Object Description Using Invariants
Proceedings of the Second Joint European - US Workshop on Applications of Invariance in Computer Vision
Recognizing 2D Image Structures by Automatically Adjusting Matching Parameters
GWAI '90 Proceedings of the 14th German Workshop on Artificial Intelligence
A Cooperation Model for Autonomous Agents
ECAI '96 Proceedings of the Workshop on Intelligent Agents III, Agent Theories, Architectures, and Languages
Controlled camera motions for scene reconstruction and exploration
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
What is the set of images of an object under all possible lighting conditions?
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Object indexing using an iconic sparse distributed memory
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Color constancy under varying illumination
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Example Based Learning for View-Based Human Face Detection
Example Based Learning for View-Based Human Face Detection
Vision: A Computational Investigation into the Human Representation and Processing of Visual Information
Journal of Cognitive Neuroscience
Journal of Cognitive Neuroscience
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 1
Learning to act using real-time dynamic programming
Artificial Intelligence
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