New edge charasteristics for scene and object classification

• Main Authors: Shivakumara, Palaiahnakote, Rajan, Deepu, Sadananthan, Suresh Anand
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/101881; http://hdl.handle.net/10220/16904
• Institution: Nanyang Technological University

In this paper, we show that simple edge characteristics in images, when judiciously combined, can result in improved scene and object classification. Unlike existing methods that require a large number of training samples and complex learning schemes, our method discovers simple edge properties. We...