Deep residual pooling network for texture recognition

• Main Authors: Mao, Shangbo, Rajan, Deepu, Chia, Liang Tien
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Texture Recognition; Residual Pooling
• Online Access: https://hdl.handle.net/10356/161414
• Institution: Nanyang Technological University

Current deep learning-based texture recognition methods extract spatial orderless features from pre-trained deep learning models that are trained on large-scale image datasets. These methods either produce high dimensional features or have multiple steps like dictionary learning, feature encoding an...