Dr. Mousumi Gupta
Associate Professor
SPIE Involvement:
Author
Area of Expertise:
Image classification , Image Thresholding , Image Segmentation , Geometric shapes , Image Texture analysis , Computational Image Filter Design
Websites:
Profile Summary

My broad research area is: Pattern Recognition using Digital Image processing.
Recently, target detection software is prone to detect false target. So, target detection and the tracking for true target detection is an important area of research. My specific interest area is detection of targets. This includes recognition and detection of targets/ROI (Region Of Interest) region from a noisy image. Mostly I have worked with radar (SAR) images. Target detection is not limited with radar images, it can be done for Ground Penetrating Radar, bio medical image analysis for tumor detection and detection of civilian vehicles.
I try to develop effective algorithms for noise/clutter rejection, segmentation between target and non-target region, target feature evaluation and designing of effective classifier.
Publications (1)

Proceedings Article | 2 June 2012 Paper
Proc. SPIE. 8334, Fourth International Conference on Digital Image Processing (ICDIP 2012)
KEYWORDS: Target detection, Patents, Image compression, Digital image processing, Detection and tracking algorithms, Image segmentation, Image processing, Image transmission, Image filtering, Target recognition

Conference Committee Involvement (2)
First International Symposium on Computer Vision and Machine Intelligence in Medical Image Analysis (ISCMM-2019)
26 February 2019 |
Third International Conference on Advanced Computational and Communication Paradigms
25 February 2019 |
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