Headwear detection and retrieval with region-based convolutional neural networks

• Main Author: Lyu, Shuen
• Other Authors: Yap Kim Hui
• Format: Theses and Dissertations
• Language: English
• Published: 2016
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: http://hdl.handle.net/10356/68977
• Institution: Nanyang Technological University

The object detection algorithm, region-based convolutional neural network (RCNN), is very popular in recent years. It boosts the performance significantly by making a combination of two key insights. The first one is to localize and segment objects by applying high-capacity convolutional neural netw...