IOL0ol1 / Edge-Based-Template-Matching

Edge Based Template Matching
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In the case of image rotation, reduction, or distortion, how to solve it? #1

Open watertianyi opened 5 years ago

IOL0ol1 commented 5 years ago

This is all the relevant information I have collected (some duplicates)

Perspective Planar Shape Matching

[2009] Perspective Planar Shape Matching - spie-7251-09-hofhauser-etal.pdf [2009]Edge-Based Template Matching with a Harmonic Deformation Model - visigrapp-2008-sel-hofhauser-etal.pdf [2008]Edge-based Template Matching and Tracking for Perspectively Distorted Planar Objects - isvc-2008-hofhauser-etal.pdf [2008]Harmonic deformation model for edge based template matching - visapp-2008-hofhauser-etal.pdf

Performance Evaluation of 2D Object Recognition Techniques

[2002]Performance Evaluation of 2D Object Recognition Techniques - pf-2002-01-ulrich-steger.pdf [2002]Performance Comparison of 2D Object Recognition Techniques - isprs-comm-iii-ulrich-steger.pdf [2001]Empirical Performance Evaluation of Object Recognition Methods - eemcv-2001-ulrich-steger.pdf

Similarity Measures

[2001]Similarity Measures for Occlusion, Clutter, and Illumination Invariant Object Recognition - dagm-2001-steger.pdf [2002]Occlusion, Clutter, and Illumination Invariant Object Recognition - isprs-comm-iii-steger.pdf

Hough Transform

[2001]Real-Time Object Recognition Using a Modified Generalized Hough Transform - dgpf-2001-ulrich-etal.pdf [2001]Real-Time Object Recognition in Digital Images for Industrial Applications - optical-3d-2001-ulrich-etal.pdf

Others

[2002]Automatic Hierarchical Object Decomposition for Object Recognition - isprs-comm-v-ulrich-etal.pdf Carsten Steger AndreasHofhauser OpenCV: Shape Distance and Matching cv::GeneralizedHough cv::cuda Smorodov/LogPolarFFTTemplateMatcher: OpenCV Fourier-Mellin algorithm implementation.

因为已经不做工业视觉领域了,所以好多算法都只是看看原理,并没有尝试去实现。
上面贴的大部分是 MVTec HALCON 的文章,有一些重复的,没有做筛选。
对于这种传统应用来讲,halcon的方法应该是十分有参考价值的。