Description: This an implementation of the example-based super-resolution algorithm. Although the applications of MSFs have now extended beyond example-based super resolution and texture synthesis, it is still of great value to revisit this problem, especially to share the source code and examplar images with the research community. We hope that this software package can help to understand Markov random fields for low-level vision, and to create benchmark for super-resolution algorithms.
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File list (Check if you may need any files):
SRmatlab
........\Database
........\........\Berkeley
........\........\........\Test
........\........\........\....\Image
........\........\........\....\.....\100075.jpg
........\........\........\....\.....\101087.jpg
........\........\........\....\.....\102061.jpg
........\........\........\....\.....\108073.jpg
........\........\........\....\.....\113044.jpg
........\........\........\....\.....\118035.jpg
........\........\........\....\.....\119082.jpg
........\........\........\....\.....\124084.jpg
........\........\........\....\.....\145053.jpg
........\........\........\....\.....\163062.jpg
........\........\........\....\.....\23084.jpg
........\........\........\....\.....\35008.jpg
........\........\........\....\.....\361010.jpg
........\........\........\....\.....\365073.jpg
........\........\........\....\.....\65010.jpg
........\........\........\....\Result
........\........\........\....\......\ContrastNormalized
........\........\........\....\......\..................\100075_10_bp_gray.jpg
........\........\........\....\......\..................\100075_10_bp_highres.jpg
........\........\........\....\......\..................\100075_10_color.jpg
........\........\........\....\......\..................\100075_1_bp_gray.jpg
........\........\........\....\......\..................\100075_1_bp_highres.jpg
........\........\........\....\......\..................\100075_1_color.jpg
........\........\........\....\......\..................\100075_30_bp_gray.jpg
........\........\........\....\......\..................\100075_30_bp_highres.jpg
........\........\........\....\......\..................\100075_30_color.jpg
........\........\........\....\......\..................\100075_50_bp_gray.jpg
........\........\........\....\......\..................\100075_50_bp_highres.jpg
........\........\........\....\......\..................\100075_50_color.jpg
........\........\........\....\......\..................\100075_5_bp_gray.jpg
........\........\........\....\......\..................\100075_5_bp_highres.jpg
........\........\........\....\......\..................\100075_5_color.jpg
........\........\........\....\......\..................\100075_bandpass.jpg
........\........\........\....\......\..................\100075_bandpass_cn.jpg
........\........\........\....\......\..................\100075_convergence.jpg
........\........\........\....\......\..................\100075_highfrequency.jpg
........\........\........\....\......\..................\100075_highres.jpg
........\........\........\....\......\..................\100075_idd_highfrequency.jpg
........\........\........\....\......\..................\100075_iid.jpg
........\........\........\....\......\..................\100075_input.jpg
........\........\........\....\......\..................\100075_laplacian.jpg
........\........\........\....\......\..................\100075_lowres.jpg
........\........\........\....\......\..................\100075_lowres_gray.jpg
........\........\........\....\......\..................\101087_10_bp_gray.jpg
........\........\........\....\......\..................\101087_10_bp_highres.jpg
........\........\........\....\......\..................\101087_10_color.jpg
........\........\........\....\......\..................\101087_1_bp_gray.jpg
........\........\........\....\......\..................\101087_1_bp_highres.jpg
........\........\........\....\......\..................\101087_1_color.jpg
........\........\........\....\......\..................\101087_30_bp_gray.jpg
........\........\........\....\......\..................\101087_30_bp_highres.jpg
........\........\........\....\......\..................\101087_30_color.jpg
........\........\........\....\......\..................\101087_50_bp_gray.jpg
........\........\........\....\......\..................\101087_50_bp_highres.jpg
........\........\........\....\......\..................\101087_50_color.jpg
........\........\........\....\......\..................\101087_5_bp_gray.jpg
........\........\........\....\.
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