VFC

Codes for Vector Field Consensus

• VFC_long: A full version of the VFC algorithm, where the input can be only two images to be matched.

• VFC_short: A short demo of the VFC algorithm, where the input should be the putative matches.

• VFC_opencv: C++ version of the VFC algorithm.

• VFC_shape_matching: A demo of the VFC algorithm for shape matching.

Please refer to our following papers for algorithm details:

Jiayi Ma, Ji Zhao, Jinwen Tian, Alan Yuille, and Zhuowen Tu. "Robust Point Matching via Vector Field Consensus", IEEE Transactions on Image Processing, 23(4), pp. 1706-1721, 2014.

Jiayi Ma, Ji Zhao, Jinwen Tian, Xiang Bai, and Zhuowen Tu. "Regularized Vector Field Learning with Sparse Approximation for Mismatch Removal", Pattern Recognition, 46(12), pp. 3519-3532, 2013.

Ji Zhao, Jiayi Ma, Jinwen Tian, Jie Ma, and Dazhi Zhang. "A Robust Method for Vector Field Learning with Application to Mismatch Removing", in Proceedings of IEEE conference on Computer Vision and Pattern Recognition (CVPR), pp. 2977-2984, 2011.