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

• Main Authors: Li, Zhen, Yap, Kim-Hui
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2016
• 主題: Bag-of-Words; Scene categorization
• 在線閱讀: https://hdl.handle.net/10356/81820; http://hdl.handle.net/10220/40967
• 機構: 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...