Sparse representation for object recognition : understanding detectors and descriptors

• Main Author: Noriati Amin.
• Other Authors: Chia Liang Tien
• Format: Final Year Project
• Language: English
• Published: 2009
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: http://hdl.handle.net/10356/16893
• Institution: Nanyang Technological University

Image category recognition is important to access visual information on the level of objects and scene types. Much importance has recently been placed on the detection and recognition of locally (weak) affine invariant region descriptors for object recognition. SIFT descriptors are well known for...