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Matching feature points and discarding false matching pairs
2005 IEEE International Conference on Information Acquisition, 2006The approach is to integrate some traditional matching methods of feature point, and proposes a matching method of the feature points based on the fuzzy similarity measure of the feature points. For obtaining the complete matching between two sets of the feature points that hold the fuzzy similarity measure, we employ Hungarian method.
null Youfu Wu, null Mo Dai
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Dynamic Feature Matching for Partial Face Recognition
IEEE Transactions on Image Processing, 2019Partial face recognition (PFR) in an unconstrained environment is a very important task, especially in situations where partial face images are likely to be captured due to occlusions, out-of-view, and large viewing angle, e.g., video surveillance and mobile devices.
Lingxiao He +3 more
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A Feature Matching Method: Sparse Feature Tree
Journal of Software, 2006Computational efficiency is an important concern for machine learning algorithms, especially for applications on large test sets or in real-time scenarios. In this paper, a novel data structure and the corresponding algorithms for the execution system of the maximum entropy model are described.
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Feature Detection and Matching
2017This chapter continues the exploration of motion from the previous chapter with more sophisticated tracking methods. In the previous chapter, you compared and analyzed the whole image between frames to identify movement information. As a result, the motion details tracked from these methods are general, without making use of the specific structural ...
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Matching Affine Features with the SYBA Feature Descriptor
2014Many vision-based applications require a robust feature descriptor that works well with image deformations such as compression, illumination, and blurring. It remains a challenge for a feature descriptor to work well with image deformation caused by viewpoint change.
Alok Desai, Dah-Jye Lee, Dan Ventura
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Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model
International Journal of Computer Vision, 2022Jiayi Ma +3 more
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