Notes on 'Selective Search For Object Recognition'
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UijlingsIJCV2013, Selective Search For Object Recognition
code
算法思想
利用分割算法将图片细分成很多region, 或超像素. 在这个基础上, 将邻近的相似region融合起来. 聚合过程中得到的region作为proposal.
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作者的代码通过mexFelzenSegmentIndex.cpp对Felzenszwalb---Efficient Graph-based Image Segmentation的代码做了以下封装:
- 读取图片. Felzenszwalb的cpp代码需要ppm格式的图片. Uijlings使用matlab读入图片, 没有格式限制.
- 返回了component map
- 用一个方阵返回了component的邻接关系
- 返回了每个component的bounding box.
所有的操作都是在一次遍历中完成, 效率很高. 求矩阵的算法, 思路也很好.
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- Notes on 'Selective Search For Object Recognition'
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