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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Barik, D. Mondal, M. |
| Copyright Year | 2010 |
| Description | Author affiliation: Computer Science Department, Bengal Institute of Technology, Kolkata, India (Barik, D.; Mondal, M.) |
| Abstract | Object detection for computer vision is one of the key factors for scene understanding. It is still a challenge today to accurately determine an object from a background where similar shaped objects are present in a large number. In this paper we proposed a method for object detection from such chaotic background by using image segmentation and graph partitioning. We build a “feature set” from the original object and then we train the system using the “feature set” and graph partitioning on the chaotic image. Testing is done on computer manipulated images and real world images. In both the cases our system identified the search object among other similar objects successfully. |
| File Size | 1659300 |
| File Format | |
| ISBN | 9781424463671 |
| e-ISBN | 9781424463701 |
| DOI | 10.1109/ICETC.2010.5529412 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2010-06-22 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Chaos Computer science Graph partitioning Computer vision Image segmentation Image edge detection Image processing Object detection Educational technology Computer science education Object recognition Testing |
| Content Type | Text |
| Resource Type | Article |
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