title: A novel method of object detection from a moving camera based on image matching and frame coupling.
abstract: A new method based on image matching and frame coupling to handle the problems of object detection caused by a moving camera and object motion is presented in this paper. First, feature points are extracted from each frame. Then, motion parameters can be obtained. Sub-images are extracted from the corresponding frame via these motion parameters. Furthermore, a novel searching method for potential orientations improves efficiency and accuracy. Finally, a method based on frame coupling is adopted, which improves the accuracy of object detection. The results demonstrate the effectiveness and feasibility of our proposed method for a moving object with changing posture and with a moving camera.
authors.affiliation: School of Energy Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China.
authors.forename: Yong
authors.initials: Y
authors.lastname: Chen
authors.affiliation: School of Energy Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China.
authors.forename: Rong hua
authors.initials: Rh
authors.lastname: Zhang
authors.affiliation: School of Energy Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China.
authors.forename: Lei
authors.initials: L
authors.lastname: Shang
mesh_terms: D000465:Algorithms; D007090:Image Interpretation, Computer-Assisted / Q000379:methods; D009038:Motion