Mask-guided deformation adaptive network for human parsing

• Main Authors: MAO, Aihua, LIANG, Yuan, JIAO, Jianbo, LIU, Yongtuo, HE, Shengfeng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Human parsing; multi-task learning; deformable convolution; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/7873; https://ink.library.smu.edu.sg/context/sis_research/article/8876/viewcontent/3467889.pdf
• Institution: Singapore Management University

Due to the challenges of densely compacted body parts, nonrigid clothing items, and severe overlap in crowd scenes, human parsing needs to focus more on multilevel feature representations compared to general scene parsing tasks. Based on this observation, we propose to introduce the auxiliary task o...