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Towards a Human-like Vision System for Resource-Constrained Intelligent Cars

Michalke, Thomas ; Gepperth, Alexander ; Schneider, Martin ; Fritsch, Jannik ; Goerick, Christian

The 5th International Conference on Computer Vision Systems, 2007
Bielefeld, 21. - 24. März 2007

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Abstract:
Research on computer vision systems for driver assistance resulted in a variety of approaches mainly performing reactive tasks like, e.g., lane keeping. However, for a full understanding of generic traffic situations, integrated and more flexible approaches are needed. We present a system inspired by the human visual system. Based on combining task-dependent tunable visual saliency, an object recognizer, and a tracker it provides warnings in dangerous situations.


Keywords: visual attention, driver assistance, intelligent systems
Institution: Faculty of Technology, Research Groups in Informatics
DDC classification: Data processing, computer science, computer systems

Suggested Citation:
Michalke, Thomas ; Gepperth, Alexander ; Schneider, Martin ; Fritsch, Jannik ; Goerick, Christian  (2007)  Towards a Human-like Vision System for Resource-Constrained Intelligent Cars. The 5th International Conference on Computer Vision Systems, 2007


URL: http://biecoll.ub.uni-bielefeld.de/volltexte/2007/62



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