Error recovered hierarchical classification

• Main Authors: ZHU, Shiai, WEI, Xiao-Yong, NGO, Chong-wah
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: Concept detection; Error propagation; Large-scale hierarchy; Data Storage Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6517; https://ink.library.smu.edu.sg/context/sis_research/article/7520/viewcontent/2502081.2502182.pdf
• Institution: Singapore Management University

Hierarchical classification (HC) is a popular and efficient way for detecting the semantic concepts from the images. However, the conventional HC, which always selects the branch with the highest classification response to go on, has the risk of propagating serious errors from higher levels of the h...