Independent motion detection in the light of the aperture problem

Authors:
László Czúni;Mónika Gál
Affiliations:
Dep. of Electrical Engineering and Information Systems, University of Pannonia, Veszprém, Hungary;Dep. of Mathematics, University of Pannonia, Veszprém, Hungary
Venue:
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
Year:
2012

Citing 7
Cited 0

A Unified Approach to Moving Object Detection in 2D and 3D Scenes

IEEE Transactions on Pattern Analysis and Machine Intelligence
Detection of independent motion using directional motion estimation

Computer Vision and Image Understanding
Learning Patterns of Activity Using Real-Time Tracking

IEEE Transactions on Pattern Analysis and Machine Intelligence
Obstacle avoidance and navigation in the real world by a seeing robot rover

Obstacle avoidance and navigation in the real world by a seeing robot rover
Efficient tracking and ego-motion recovery using gait analysis

Signal Processing
An iterative image registration technique with an application to stereo vision

IJCAI'81 Proceedings of the 7th international joint conference on Artificial intelligence - Volume 2
Detection of moving foreground objects in videos with strong camera motion

Pattern Analysis & Applications

Quantified Score

Hi-index	0.00

Visualization

Abstract

As the number of mobile cameras increases the task of camera independent motion detection is becoming more important. However, there are a lot of problems causing most algorithms unreliable. Our paper investigates the effect of the aperture problem and proposes a projection-based technique to increase the efficiency. We show, with the help of artificial test data, that partial motion information can also be used for motion detection resulting in better performance.