Results 31 to 40 of about 44,252 (301)
Stereo Image Matching Using Adaptive Morphological Correlation
Sensors, 2022 A stereo matching method based on adaptive morphological correlation is presented. The point correspondences of an input pair of stereo images are determined by matching locally adaptive image windows using the suggested morphological correlation that is
Victor H. Diaz-Ramirez +3 more
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DEEP LEARNING FOR MONOCULAR DEPTH ESTIMATION FROM UAV IMAGES [PDF]
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020 Depth is an essential component for various scene understanding tasks and for reconstructing the 3D geometry of the scene. Estimating depth from stereo images requires multiple views of the same scene to be captured which is often not possible when ...
L. Madhuanand, F. Nex, M. Y. Yang
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Wasserstein Distances for Stereo Disparity Estimation
CoRR, 2020 Accepted to NeurIPS 2020 (spotlight)
Divyansh Garg +5 more
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A hierarchical genetic disparity estimation algorithm for multiview image synthesis [PDF]
, 2000 A hierarchical genetic algorithm for disparity estimation is presented. The goal, to estimate reliable disparity fields with low computational cost, is reached using a hierarchical genetic matching procedure.
Clewer, DR +7 more
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Dynamic programming for multi-view disparity/depth estimation [PDF]
, 2006 novel algorithm for disparity/depth estimation from multi-view images is presented. A dynamic programming approach with window-based correlation and a novel cost function is proposed..
Anantrasirichai, N +3 more
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Hierarchical Stereo Matching in Two-Scale Space for Cyber-Physical System
Sensors, 2017 Dense disparity map estimation from a high-resolution stereo image is a very difficult problem in terms of both matching accuracy and computation efficiency. Thus, an exhaustive disparity search at full resolution is required.
Eunah Choi, Sangyoon Lee, Hyunki Hong
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In-Band Disparity Compensation for Multiview Image Compression and View Synthesis [PDF]
, 2010 This paper presents a novel framework to achieve scalable multiview image compression and view synthesis. The open-loop wavelet-lifting scheme for geometric filtering has been exploited to achieve signal-to-noise ratio scalability and view-type ...
Anantrasirichai, N +3 more
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Estimating Structural Disparities for Face Models
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 In machine learning, disparity metrics are often defined by measuring the difference in the performance or outcome of a model, across different sub-populations (groups) of datapoints. Thus, the inputs to disparity quantification consist of a model's predictions $\hat{y}$, the ground-truth labels for the predictions $y$, and group labels $g$ for the ...
Shervin Ardeshir +2 more
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Dense Stereo Matching Based on the Directional Local Binary Pattern [PDF]
AUT Journal of Electrical Engineering, 2023 New applications such as 3D graphics, 3D displays, and image-based modeling have made stereo vision an active research area in recent years. In dense disparity map estimation, which is a basic problem in stereo vision, using two left and right images ...
Parisa Bagheri, Ali Fotouhi
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An Edge-Sense Bidirectional Pyramid Network for Stereo Matching of VHR Remote Sensing Images
Remote Sensing, 2020 As an essential step in 3D reconstruction, stereo matching still faces unignorable problems due to the high resolution and complex structures of remote sensing images.
Rongshu Tao, Yuming Xiang, Hongjian You
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