Feature flow: in-network feature flow estimation for video object detection

• Main Authors: Jin, Ruibing, Lin, Guosheng, Wen, Changyun, Wang, Jianliang, Liu, Fayao
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Engineering::Computer science and engineering; Video Object Detection; Feature Flow
• Online Access: https://hdl.handle.net/10356/161421
• Institution: Nanyang Technological University

Optical flow, which expresses pixel displacement, is widely used in many computer vision tasks to provide pixel-level motion information. However, with the remarkable progress of the convolutional neural network, recent state-of-the-art approaches are proposed to solve problems directly on feature-l...