A Hardware-Efficient Architecture for Accurate Real-Time Disparity Map Estimation
Transactions on Embedded Computing Systems, 2015Theocharis Theocharides +2 more
exaly +2 more sources
WaveletStereo: Learning Wavelet Coefficients of Disparity Map in Stereo Matching
Computer Vision and Pattern Recognition, 2020Some stereo matching algorithms based on deep learning have been proposed and achieved state-of-the-art performances since some public large-scale datasets were put online.
Menglong Yang, Fangrui Wu, W. Li
semanticscholar +1 more source
DenseDisp: Resource-Aware Disparity Map Estimation by Compressing Siamese Neural Architecture
IEEE Congress on Evolutionary Computation, 2020Stereo vision cameras are flexible sensors due to providing heterogeneous information such as color, luminance, disparity map (depth), and shape of the objects.
Mohammad Loni +7 more
semanticscholar +1 more source
RecResNet: A Recurrent Residual CNN Architecture for Disparity Map Enhancement
International Conference on 3D Vision, 2018We present a neural network architecture applied to the problem of refining a dense disparity map generated by a stereo algorithm to which we have no access. Our approach is able to learn which disparity values should be modified and how, from a training
Konstantinos Batsos, Philippos Mordohai
semanticscholar +1 more source
Disparity-Based Multiscale Fusion Network for Transportation Detection
IEEE transactions on intelligent transportation systems (Print), 2022The transportation detection of long-distance small objects has low accuracy. In this work, we propose DMF, which is based on disparity depths. We map different disparity regions to 2D candidate regions according to the distance to solve the small-object
Jing Chen +5 more
semanticscholar +1 more source
K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring
Computer Vision and Pattern Recognition, 2023The dual-pixel (DP) sensor captures a two-view image pair in a single snapshot by splitting each pixel in half. The disparity occurs in defocus blurred regions between the two views of the DP pair, while the in-focus sharp regions have zero disparity ...
Yan Yang +3 more
semanticscholar +1 more source
A vehicle detection method based on disparity segmentation
Multimedia tools and applications, 2023Shiyang Li +4 more
semanticscholar +1 more source
Disparity map estimation and view synthesis using temporally adaptive triangular meshes
Computers & graphics, 2017Guilherme P. Fickel, C. Jung
semanticscholar +1 more source
Parallel framework for dense disparity map estimation using Hamming distance
Signal, Image and Video Processing, 2017Víctor González-Huitrón +3 more
semanticscholar +1 more source
Close-range photogrammetry with light field camera: from disparity map to absolute distance.
Applied Optics, 2016Pengying Yang +6 more
semanticscholar +1 more source