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DEEP LEARNING FOR LOWTEXTURED IMAGE MATCHING
image matching deep convolutional neural networks auto-encoders cultural heritage
2018/6/4
Low-textured objects pose challenges for an automatic 3D model reconstruction. Such objects are common in archeological applications of photogrammetry. Most of the common feature point descriptors fai...
Image Matching Based on A Local Invariant Descriptor
Image Matching Local Invariant Descriptor
2010/12/15
Image matching is a fundamental task of many computer vision problems. In this paper we present a novel approach to match two images in presenting significant geometric
deformations and considerable ...
Image Matching Based on Singular Value Decomposition
Image Matching Singular Value Decomposition
2010/12/14
This paper presents a simple and effective method for matching two uncalibrated images. First, corner points are extracted in both images separately. Then the initial set of point matches is obtained ...