Beyond Bag-of-Words: combining generative and discriminative models for scene categorization

• Main Authors: Li, Zhen, Yap, Kim-Hui
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2016
• Subjects: Bag-of-Words; Scene categorization
• Online Access: https://hdl.handle.net/10356/81820; http://hdl.handle.net/10220/40967
• Institution: Nanyang Technological University

This paper proposes an efficient framework for scene categorization by combining generative model and discriminative model. A state-of-the-art approach for scene categorization is the Bag-of-Words (BoW) framework. However, there exist many categories in scenes. Generally when a new category is consi...