Results 11 to 20 of about 262 (207)
Stereo Matching Method Based on Improved Census Transform and Mesh Aggregation
Journal of Harbin University of Science and Technology, 2020 In order to obtain continuous dense disparity images, a stereo matching method based on improved Census transform and mesh cost aggregation is proposed In the initial matching cost calculation, we use gray sorting to eliminate the extreme value to get ...
LIU Shuang, CHEN Deyun
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Applied Sciences, 2020 Dense stereo matching has been widely used in photogrammetry and computer vision applications. Even though it has a long research history, dense stereo matching is still challenging for occluded, textureless and discontinuous regions. This paper proposed
Hua Liu +3 more
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The Criminal Justice Administrative Records System: A next-generation research data platform
Scientific Data, 2022 The Criminal Justice Administrative Records System (CJARS), a joint project of the U.S. Census Bureau and the University of Michigan, is a nationally integrated data infrastructure project designed to transform research and policymaking on the United ...
Keith Finlay +2 more
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Boosting Pseudo Census Transform Features for Face Alignment [PDF]
Procedings of the British Machine Vision Conference 2011, 2011 Face alignment using deformable face model has attracted broad interest in recent years for its wide range of applications in facial analysis. Previous work has shown that discriminative deformable models have better generalization capacity compared to generative models [8, 9]. In this paper, we present a new discriminative face model based on boosting
Gao, H. +3 more
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DENSE MATCHING COMPARISON BETWEEN CENSUS AND A CONVOLUTIONAL NEURAL NETWORK ALGORITHM FOR PLANT RECONSTRUCTION [PDF]
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2018 3D reconstruction of plants is hard to implement, as the complex leaf distribution highly increases the difficulty level in dense matching. Semi-Global Matching has been successfully applied to recover the depth information of a scene, but may perform ...
Y. Xia +3 more
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PatchMatch Filter‐Census: A slanted‐plane stereo matching method for slope modelling application
IET Cyber-systems and Robotics, 2021 Image matching is a well‐studied problem in computer vision. Conventional image matching is solved using image feature matching algorithms, and later deep learning techniques are also applied to tackle the problem.
Weiyong Eng, Voonchet Koo, Tiensze Lim
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2020 IEEE 5th International Conference on Signal and Image Processing (ICSIP), 2020 This paper proposes a 4X4 Census Transform (4X4CT) to encourage further research in computer vision and visual computing. Unlike the traditional 3X3 CT which uses a nine pixels kernel, the proposed 4X4CT uses a sixteen pixels kernel with four overlapped groups of 3X3 kernel size.
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Sensors, 2023 The low light conditions, abundant dust, and rocky terrain on the lunar surface pose challenges for scientific research. To effectively perceive the surrounding environment, lunar rovers are equipped with binocular cameras. In this paper, with the aim of
Ying-Qing Guo, Mengjiao Gu, Zhao-Dong Xu
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British Educational Research Journal, EarlyView., 2023 Abstract Early childhood has increasingly been acknowledged as a vital time for all children. Inclusive and quality education is part of the United Nations Sustainable Development Goals, with the further specification that all children have access to quality pre‐primary education.
Laura H. V. Wright +8 more
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Depth sensing with disparity space images and three-dimensional recursive search
Automatika, 2018 We present a coarse-to-fine stereo matching optimization applicable to methods utilizing the Disparity Space Image (DSI) structure. With the Three-dimensional Recursive Search algorithm (3DRS), a coarse disparity seed is obtained first, with minimal ...
Miroslav Rožić, Tomislav Pribanić
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