Integration of visual modules: an extension of the Marr paradigm
Integration of visual modules: an extension of the Marr paradigm
Bayesian modeling of uncertainty in low-level vision
International Journal of Computer Vision
Phase-based disparity measurement
CVGIP: Image Understanding
Image matching using the windowed Fourier phase
International Journal of Computer Vision
The computation of optical flow
ACM Computing Surveys (CSUR)
Computation and analysis of image motion: a synopsis of current problems and methods
International Journal of Computer Vision
A Pixel Dissimilarity Measure That Is Insensitive to Image Sampling
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stereo Matching with Nonlinear Diffusion
International Journal of Computer Vision
A Variable Window Approach to Early Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Accuracy vs efficiency trade-offs in optical flow algorithms
Computer Vision and Image Understanding
International Journal of Computer Vision
On the Fourier Properties of Discontinuous Motion
Journal of Mathematical Imaging and Vision
Fast Approximate Energy Minimization via Graph Cuts
IEEE Transactions on Pattern Analysis and Machine Intelligence
Probabilistic Detection and Tracking of Motion Boundaries
International Journal of Computer Vision - Special issue on Genomic Signal Processing
A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms
International Journal of Computer Vision
Detecting Binocular Half-Occlusions: Empirical Comparisons of Five Approaches
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Stereo Matching Algorithm with an Adaptive Window: Theory and Experiment
IEEE Transactions on Pattern Analysis and Machine Intelligence
Occlusions and Binocular Stereo
ECCV '92 Proceedings of the Second European Conference on Computer Vision
Symmetrical Dense Optical Flow Estimation with Occlusions Detection
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Efficient Stereo with Multiple Windowing
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
A Maximum-Flow Formulation of the N-Camera Stereo Correspondence Problem
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Visual Correspondence Using Energy Minimization and Mutual Information
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Motion Segmentation Using Occlusions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Shape and the Stereo Correspondence Problem
International Journal of Computer Vision
Editorial: ECOVISION: Challenges in Early-Cognitive Vision
International Journal of Computer Vision
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Optical Flow Based Detection in Mixed Human Robot Environments
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
ISROBOTNET: a testbed for sensor and robot network systems
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Stereo vision for robotic applications in the presence of non-ideal lighting conditions
Image and Vision Computing
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Information fusion for multi-camera and multi-body structure and motion
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
A compact harmonic code for early vision based on anisotropic frequency channels
Computer Vision and Image Understanding
Human detection using motion and appearance based feature
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
View independent recognition of human-vehicle interactions using 3-D models
WMVC'09 Proceedings of the 2009 international conference on Motion and video computing
Gradient-based modified census transform for optical flow
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Feature selection for tracker-less human activity recognition
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
Computer Vision and Image Understanding
Human automatic detection and tracking for outdoor video
Integrated Computer-Aided Engineering
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By examining the problem of image correspondence (binocular stereo and optical flow) and its relationship with other modules such as segmentation, shape and depth estimation, occlusion detection, and local signal processing, we argue that early visual modules are entangled in chicken-and-egg relationships, and unraveling these necessitates a compositional approach. In this paper, we present compositional algorithms which can match images containing slanted surfaces and images having different contrast, while simultaneously solving other problems as part of the same process. Ultimately, our goal is to motivate the application of the compositional approach to unify many other early visual modules. Experimental results have been presented on a large variety of stereo and motion images, including images with contrast mismatch and images containing untextured slanted surfaces.