关键词: 倾斜矫正, 暗通道, 分块, 投影法, Caffe训练

Abstract: Good extraction of the ID card is the key to ID card identification. First of all, this paper prepares the identity card image, including: image correction, image enhancement, image block processing. Then, this paper combines with the ranks of projection, ID card prior knowledge and Caffe framework to achieve the ID card image segmentation. The proposed method effectively solves the segmentation of different types of characters, achieves better segmentation results and improves the accuracy of character segmentation.

Key words: tilt correction, dark passage, block, projection method, Caffe training