Recent advances in deep learning for object detection

• Main Authors: WU, Xiongwei, SAHOO, Doyen, HOI, Steven C. H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Deep convolutional neural networks; Deep learning; Object detection; Databases and Information Systems; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/5096; https://ink.library.smu.edu.sg/context/sis_research/article/6099/viewcontent/1908.03673.pdf
• Institution: Singapore Management University

Object detection is a fundamental visual recognition problem in computer vision and has been widely studied in the past decades. Visual object detection aims to find objects of certain target classes with precise localization in a given image and assign each object instance a corresponding class lab...