A computer vision sensor for efficient object detection under varying lighting conditions

• Main Authors: Cuhadar, Can, Lau, Genevieve Pui Shan, Tsao, Hoi Nok
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2022
• Subjects: Science::Physics; Computer Vision; Energy-Efficient Computer Vision
• Online Access: https://hdl.handle.net/10356/159294
• Institution: Nanyang Technological University

Convolutional neural networks (CNNs) have attracted much attention in recent years due to their outstanding performance in image classification. However, changes in lighting conditions can corrupt image segmentation conducted by CNN, leading to false object detection. Even though this problem can be...