Novel 3D local feature descriptor of point clouds based on spatial voxel homogenization for feature matching [PDF]
Visual Computing for Industry, Biomedicine, and Art, 2023 Obtaining a 3D feature description with high descriptiveness and robustness under complicated nuisances is a significant and challenging task in 3D feature matching.
Jiong Yang +3 more
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Multifractal Feature Descriptor for Histopathology [PDF]
Analytical Cellular Pathology, 2012 Background: Histologic image analysis plays an important role in cancer diagnosis. It describes the structure of the body tissues and abnormal structure gives the suspicion of the cancer or some other diseases.
Chamidu Atupelage +4 more
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A short feature vector for image matching: The Log-Polar Magnitude feature descriptor. [PDF]
PLoS ONE, 2017 The choice of an optimal feature detector-descriptor combination for image matching often depends on the application and the image type. In this paper, we propose the Log-Polar Magnitude feature descriptor-a rotation, scale, and illumination invariant ...
Damian J Matuszewski +3 more
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Local Deep Descriptor for Remote Sensing Image Feature Matching
Remote Sensing, 2019 Feature matching via local descriptors is one of the most fundamental problems in many computer vision tasks, as well as in the remote sensing image processing community.
Yunyun Dong +6 more
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Point CNN:3D Face Recognition with Local Feature Descriptor and Feature Enhancement Mechanism [PDF]
Sensors, 2023 Hang Lei, Weizhong Qian
exaly +2 more sources
FEATURE DESCRIPTOR BY CONVOLUTION AND POOLING AUTOENCODERS [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2015 In this paper we present several descriptors for feature-based matching based on autoencoders, and we evaluate the performance of these descriptors. In a training phase, we learn autoencoders from image patches extracted in local windows surrounding key ...
L. Chen, F. Rottensteiner, C. Heipke
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Systematic Classification of Curvature and Feature Descriptor of 3D Shape and Its Application to “Complexity” Quantification Methods [PDF]
Entropy, 2023 Takeo Kato
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BRIFT: A Binary Descriptor for Multi-Modal Image Registration [PDF]
Hangkong bingqi, 2023 Using radiation-variation insensitivity feature transform (RIFT) to calculate feature descriptors and perform feature matching on the maximum index map (MIM) is time-consuming.
Xu Kaikai, Guo Pengcheng, Wang Jingjing
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Enhanced Feature Descriptor Based on Attention Mechanism [PDF]
Jisuanji gongcheng, 2021 When the traditional manual method is used to obtain the feature descriptors,it can not guarantee the correct matching of the feature points in the nonlinear deformation state,and can not solve the problem of feature description when the image has large ...
CHEN Jia, HU Haobo, HE Ruhan, HU Xinrong
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FSD-BRIEF: A Distorted BRIEF Descriptor for Fisheye Image Based on Spherical Perspective Model
Sensors, 2021 Fisheye images with a far larger Field of View (FOV) have severe radial distortion, with the result that the associated image feature matching process cannot achieve the best performance if the traditional feature descriptors are used.
Yutong Zhang +4 more
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