Towards Semantic Clustering : Grouping Image Visual Features Through Exploratory Factor Analysis

• Main Authors: Narayanan, A/L N. Kulathu Ramaiyer, Lim, Phei Chin, Dayang Nurfatimah, Binti Awang Iskandar, Chiew, Kang Leng
• Format: Conference or Workshop Item
• Language: English
• Published: 2012
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://ir.unimas.my/id/eprint/30109/1/Towards%20Semantic%20Clustering%20-%20Copy.pdf; http://ir.unimas.my/id/eprint/30109/
• Institution: Universiti Malaysia Sarawak

Current image clustering schemes tend to cluster images based on similarity of low-level image visual features. Our previous work has demonstrated the need for organizing groups of low-level image visual features into composite feature sets that can then be mapped to semantically relevant abstr...