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

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...

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

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