Surfaces from Stereo: Integrating Feature Matching, Disparity Estimation, and Contour Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Motion Estimation with Quadtree Splines
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
Intensity- and Gradient-Based Stereo Matching Using Hierarchical Gaussian Basis Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Exploiting Discontinuities in Optical Flow
International Journal of Computer Vision
Stereo Matching with Transparency and Matting
International Journal of Computer Vision - 1998 Marr Prize
Depth Discontinuities by Pixel-to-Pixel Stereo
International Journal of Computer Vision
Image Registration Using Wavelet-Based Motion Model
International Journal of Computer Vision
Correspondence with Cumulative Similiarity Transforms
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms
International Journal of Computer Vision
Trinocular Stereo Using Shortest Paths and the Ordering Constraint
International Journal of Computer Vision
Genetic-Based Stereo Algorithm and Disparity Map Evaluation
International Journal of Computer Vision
MAP-Based Stochastic Diffusion for Stereo Matching and Line Fields Estimation
International Journal of Computer Vision
Real-Time Correlation-Based Stereo Vision with Reduced Border Errors
International Journal of Computer Vision
Dense Features for Semi-Dense Stereo Correspondence
International Journal of Computer Vision
A Simple Stereo Algorithm to Recover Precise Object Boundaries and Smooth Surfaces
International Journal of Computer Vision
A Cooperative Algorithm for Stereo Matching and Occlusion Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stereo Correspondence with Compact Windows via Minimum Ratio Cycle
IEEE Transactions on Pattern Analysis and Machine Intelligence
Symmetric Sub-Pixel Stereo Matching
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
Stereo Matching Using Belief Propagation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
Stereo Matching with Segmentation-Based Cooperation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
A Markov Chain Monte Carlo Approach to Stereovision
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
A Probabilistic Theory of Occupancy and Emptiness
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Measuring the Self-Consistency of Stereo Algorithms
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
An Area-Based Stereo Matching Using Adaptive Search Range and Window Size
ICCS '01 Proceedings of the International Conference on Computational Science-Part II
The Correspondence Problem under an Uncertainty Reasoning Approach
SBIA '02 Proceedings of the 16th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
ICCV '99 Proceedings of the International Workshop on Vision Algorithms: Theory and Practice
Stereo for Recovering Sharp Object Boundaries
EurAsia-ICT '02 Proceedings of the First EurAsian Conference on Information and Communication Technology
Application of Genetic Algorithms to 3-D Shape Reconstruction in an Active Stereo Vision System
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
Relaxing Symmetric Multiple Windows Stereo Using Markov Random Fields
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
Binocular Stereo by Maximizing the Likelihood Ratio Relative to a Random Terrain
RobVis '01 Proceedings of the International Workshop on Robot Vision
Computing Optic Flow by Scale-Space Integration of Normal Flow
Scale-Space '01 Proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision
Stereo Correspondence Using a Fuzzy Approach
AFSS '02 Proceedings of the 2002 AFSS International Conference on Fuzzy Systems. Calcutta: Advances in Soft Computing
Multiple Stereo Matching Using an Extended Architecture
FPL '01 Proceedings of the 11th International Conference on Field-Programmable Logic and Applications
Sharp and Dense Disparity Maps Using Multiple Windows
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Subpixel Stereo Matching by Robust Estimation of Local Distortion Using Gabor Filters
CAIP '99 Proceedings of the 8th International Conference on Computer Analysis of Images and Patterns
Stereo matching and occlusion detection with integrity and illusion sensitivity
Pattern Recognition Letters
Stereo Matching Using Belief Propagation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Advances in Computational Stereo
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extracting View-Dependent Depth Maps from a Collection of Images
International Journal of Computer Vision - Special Issue on Research at Microsoft Corporation
Spacetime faces: high resolution capture for modeling and animation
ACM SIGGRAPH 2004 Papers
Sub-Pixel Estimation Error Cancellation on Area-Based Matching
International Journal of Computer Vision
Shape and the Stereo Correspondence Problem
International Journal of Computer Vision
Adaptive Support-Weight Approach for Correspondence Search
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stereo Using Monocular Cues within the Tensor Voting Framework
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast stereo matching method using edge traction
Intelligent information processing II
Fast correlation-based stereo matching with the reduction of systematic errors
Pattern Recognition Letters
Fixation as a Mechanism for Stabilization of Short Image Sequences
International Journal of Computer Vision
A Roadmap to the Integration of Early Visual Modules
International Journal of Computer Vision
Estimating Optimal Parameters for MRF Stereo from a Single Image Pair
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multi-View Stereo Reconstruction and Scene Flow Estimation with a Global Image-Based Matching Score
International Journal of Computer Vision
High-precision stereo disparity estimation using HMMF models
Image and Vision Computing
Towards 3-D scene reconstruction from broadcast video
Image Communication
A proposed stereo matching algorithm for noisy sets of color images
Computers & Geosciences
Automatic selection of MRF control parameters by reactive tabu search
Image and Vision Computing
Stereo for Image-Based Rendering using Image Over-Segmentation
International Journal of Computer Vision
A Performance Study on Different Cost Aggregation Approaches Used in Real-Time Stereo Matching
International Journal of Computer Vision
Stereovision-based object segmentation for automotive applications
EURASIP Journal on Applied Signal Processing
Multiflash Stereopsis: Depth-Edge-Preserving Stereo with Small Baseline Illumination
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Geometric Approach for Regularization of the Data Term in Stereo-Vision
Journal of Mathematical Imaging and Vision
Interactive approach to reconstruction and visualisation of three-dimensional colour images
International Journal of Computer Applications in Technology
Local stereo matching with adaptive support-weight, rank transform and disparity calibration
Pattern Recognition Letters
Distinctive Similarity Measure for stereo matching under point ambiguity
Computer Vision and Image Understanding
Occlusion Boundaries from Motion: Low-Level Detection and Mid-Level Reasoning
International Journal of Computer Vision
Local detection of occlusion boundaries in video
Image and Vision Computing
Improving Border Localization of Multi-Baseline Stereo Using Border-Cut
International Journal of Computer Vision
Flexible hardware-based stereo matching
EURASIP Journal on Embedded Systems - Special issue on design and architectures for signal and image processing
Depth Imaging by Combining Time-of-Flight and On-Demand Stereo
Dyn3D '09 Proceedings of the DAGM 2009 Workshop on Dynamic 3D Imaging
A new approach for stereo matching in autonomous mobile robot applications
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Coarse-to-fine stereo vision with accurate 3D boundaries
Image and Vision Computing
Geometric plant properties by relaxed stereo vision using simulated annealing
Computers and Electronics in Agriculture
Phase-Correlation Guided Search for Realtime Stereo Vision
IWCIA '09 Proceedings of the 13th International Workshop on Combinatorial Image Analysis
Piecewise planar scene reconstruction from sparse correspondences
Image and Vision Computing
Digital Image Processing in Remote Sensing
SIBGRAPI-TUTORIALS '09 Proceedings of the 2009 Tutorials of the XXII Brazilian Symposium on Computer Graphics and Image Processing
Towards a real-time 3D shape reconstruction using a structured light system
Pattern Recognition
A fast and robust feature-based 3D algorithm using compressed image correlation
Pattern Recognition Letters
Stereo vision for obstacle detection: a graph-based approach
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Fast adaptive graph-cuts based stereo matching
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Segmentation-based adaptive support for accurate stereo correspondence
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Local stereo matching using geodesic support weights
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
View synthesis using stereo vision
View synthesis using stereo vision
Calibration and segmentation free 3D modelling from images based on GPU
International Journal of Computer Applications in Technology
Multi-label Depth Estimation for Graph Cuts Stereo Problems
Journal of Mathematical Imaging and Vision
Stereo depth estimation using synchronous optimization with segment based regularization
Pattern Recognition Letters
A spatial variant approach for vergence control in complex scenes
Image and Vision Computing
Visual navigation for a power transmission line inspection robot
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
A correlation-based approach for real-time stereo matching
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Fast variable window for stereo correspondence using integral images
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Surfaces with occlusions from layered stereo
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Obtaining depth map from segment-based stereo matching using graph cuts
Journal of Visual Communication and Image Representation
Feature-based 3-D surface reconstruction directed by grid space projection
ICAI'05/MCBC'05/AMTA'05/MCBE'05 Proceedings of the 6th WSEAS international conference on Automation & information, and 6th WSEAS international conference on mathematics and computers in biology and chemistry, and 6th WSEAS international conference on acoustics and music: theory and applications, and 6th WSEAS international conference on Mathematics and computers in business and economics
Similarity measures for image matching despite occlusions in stereo vision
Pattern Recognition
Stereo matching using gradient similarity and locally adaptive support-weight
Pattern Recognition Letters
Review article: A 1D approach to correlation-based stereo matching
Image and Vision Computing
Journal of Mathematical Imaging and Vision
Accurate real-time neural disparity MAP estimation with FPGA
Pattern Recognition
How Accurate Can Block Matches Be in Stereo Vision?
SIAM Journal on Imaging Sciences
Fast dense stereo matching using adaptive window in hierarchical framework
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
A robust matching algorithm based on global motion smoothness criterion
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Accurate contouring technique for object boundary extraction in stereoscopic imageries
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part II
A stereo matching using variable windows and dynamic programming
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Pseudo-stereo conversion from 2d video
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Generation of 3d urban model using cooperative hybrid stereo matching
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
Stereo-Matching techniques optimisation using evolutionary algorithms
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Correspondence search in the presence of specular highlights using specular-free two-band images
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Differential geometric consistency extends stereo to curved surfaces
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
A 3d video rendering and transmission mechanism based on clouding computing system
GPC'10 Proceedings of the 5th international conference on Advances in Grid and Pervasive Computing
Performance of correlation-based stereo algorithm with respect to the change of the window size
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Machine efficient adaptive image matching based on the nonparametric transformations
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part I
Stereo for slanted surfaces: first order disparities and normal consistency
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Adaptive window growing technique for efficient image matching
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Dense optic flow with a bayesian occlusion model
SCVMA'04 Proceedings of the First international conference on Spatial Coherence for Visual Motion Analysis
An optimal time---space algorithm for dense stereo matching
Journal of Real-Time Image Processing
A self-reconfigurable camera array
EGSR'04 Proceedings of the Fifteenth Eurographics conference on Rendering Techniques
Motion-aware structured light using spatio-temporal decodable patterns
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Secrets of adaptive support weight techniques for local stereo matching
Computer Vision and Image Understanding
Robust mid-sagittal plane extraction in 3-d ultrasound fetal volume for first trimester screening
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Stereo Matching Based on Dissimilar Intensity Support and Belief Propagation
Journal of Mathematical Imaging and Vision
Adaptive large window correlation for optical flow estimation with discrete optimization
Image and Vision Computing
Stereo matching by using the global edge constraint
Neurocomputing
Fast stereo matching using adaptive guided filtering
Image and Vision Computing
Hi-index | 0.15 |
A central problem in stereo matching by computing correlation or sum of squared differences (SSD) lies in selecting an appropriate window size. The window size must be large enough to include enough intensity variation for reliable matching, but small enough to avoid the effects of projective distortion. If the window is too small and does not cover enough intensity variation, it gives a poor disparity estimate, because the signal (intensity variation) to noise ratio is low. If, on the other hand, the window is too large and covers a region in which the depth of scene points (i.e., disparity) varies, then the position of maximum correlation or minimum SSD may not represent correct matching due to different projective distortions in the left and right images. For this reason, a window size must be selected adaptively depending on local variations of intensity and disparity. The authors present a method to select an appropriate window by evaluating the local variation of the intensity and the disparity. The authors employ a statistical model of the disparity distribution within the window. This modeling enables the authors to assess how disparity variation, as well as intensity variation, within a window affects the uncertainty of disparity estimate at the center point of the window. As a result, the authors devise a method which searches for a window that produces the estimate of disparity with the least uncertainty for each pixel of an image: the method controls not only the size but also the shape (rectangle) of the window. The authors have embedded this adaptive-window method in an iterative stereo matching algorithm: starting with an initial estimate of the disparity map, the algorithm iteratively updates the disparity estimate for each point by choosing the size and shape of a window till it converges. The stereo matching algorithm has been tested on both synthetic and real images, and the quality of the disparity maps obtained demonstrates the effectiveness of the adaptive window method.