An efficient approach for scene categorization based on discriminative codebook learning in bag-of-words framework

• Main Authors: Li, Zhen, Yap, Kim-Hui
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2016
• Subjects: Scene categorization; Codebook learning
• Online Access: https://hdl.handle.net/10356/81682; http://hdl.handle.net/10220/40930
• Institution: Nanyang Technological University

This paper proposes an efficient technique for learning a discriminative codebook for scene categorization. A state-of-the-art approach for scene categorization is the Bag-of-Words (BoW) framework, where codebook generation plays an important role in determining the performance of the system. Tradit...