Towards Efficient Sparse Coding for Scalable Image Annotation

• Main Authors: HUANG, Junshi, LIU, Hairong, SHEN, Jialie, YAN, Shuicheng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: Hash-accelerated sparsity induced scalable optimization; Sparse coding; Large-scale image annotation; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/1832; https://ink.library.smu.edu.sg/context/sis_research/article/2831/viewcontent/p947_huang.pdf
• Institution: Singapore Management University

Nowadays, content-based retrieval methods are still the development trend of the traditional retrieval systems. Image labels, as one of the most popular approaches for the semantic representation of images, can fully capture the representative information of images. To achieve the high performance o...