Compact feature learning for multimedia retrieval

• Main Author: Liong, Venice Erin Baylon
• Other Authors: Tan Yap Peng
• Format: Theses and Dissertations
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/105335; http://hdl.handle.net/10220/48655
• Institution: Nanyang Technological University

Efficient multimedia search has attracted much attention in recent years due to the exponential growth of data available. Extracting representative compact features for nearest neighbor (NN) search and approximate nearest neighbor (ANN) search has played an important but challenging role in multimed...