DeepProp: Extracting Deep Features from a Single Image for Edit Propagation

• Published in: Computer graphics forum Vol. 35; no. 2; pp. 189 - 201
• Main Authors: Endo, Yuki, Iizuka, Satoshi, Kanamori, Yoshihiro, Mitani, Jun
• Format: Journal Article
• Language: English
• Published: Oxford Blackwell Publishing Ltd 01.05.2016
• Subjects: Algorithms; Analysis; Artificial intelligence; Categories and Subject Descriptors (according to ACM CCS); Computer graphics; Feature extraction; I.4.0 [Image Processing And Computer Vision]: General; Image processing systems; Interfaces; Learning; Mathematical models; Propagation; Representations; Strokes; Studies; Texture; Tuning

Edit propagation is a technique that can propagate various image edits (e.g., colorization and recoloring) performed via user strokes to the entire image based on similarity of image features. In most previous work, users must manually determine the importance of each image feature (e.g., color, coo...