The importance of spatial information on object recognition

• Main Author: Kristo
• Other Authors: Chua Chin Seng
• Format: Theses and Dissertations
• Language: English
• Published: 2016
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/66396
• Institution: Nanyang Technological University

The “bag-of-words” (BoW) model is a staple in the field of computer vision, spanning applications within object, scene, and action recognition. An assumption inherent in the “bag-of-words” model is that each patch involved in the process is independent and unordered. As a result, BoW naturally negle...