Bio-inspired camera for surveillance in IoT (III)

• Main Author: Tan, Shi Guang
• Other Authors: Arindam Basu
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Electrical and electronic engineering; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/148894
• Institution: Nanyang Technological University

Using event-based camera instead of conventional camera sensors comes with many merits such as reduction in the memory size and power consumption. By implementing the recognitive abilities to the sensor, further reduce the memory size by limiting the information that need to be transmitted. The objective of this paper seeks to explore and combine existing deep learning neural network model to reduce the memory, computation, and accuracy.