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| Paper: | SPTM-P5.8 |
| Session: | Adaptive Systems and Signal Processing |
| Time: | Wednesday, May 19, 15:30 - 17:30 |
| Presentation: |
Poster |
| Topic: |
Signal Processing Theory and Methods: Detection, Estimation, and Class. Thry & Apps. |
| Title: |
TARGET DETECTION WITH TEXTURE FEATURE CODING METHOD AND SUPPORT VECTOR MACHINES |
| Authors: |
Jie Liang; Microsoft | | |
| | George Zhao; Intelligent Automation, Inc. | | |
| | Roger Xu; Intelligent Automation, Inc. | | |
| | Chiman Kwan; Intelligent Automation, Inc. | | |
| | Chien-I Chang; University of Maryland, Baltimore County | | |
| Abstract: |
A texture analysis approach of using an improved texture feature coding method (TFCM) and the Support Vector Machines (SVM) for target detection is presented in this paper. Preliminary test on mammogram showed over 88% of normal mammograms and 85% of abnormal mammograms were correctly identified. Automatic target detection with a Cascade-Sliding-Window (CSW) technique is also discussed. |
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