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Dr. Shobha Rani N.

Associate Professor

Dr. Shobha Rani N. currently serves as Associate Professor at the Department of Computer Science, School of Arts and Sciences, Mysuru.

Qualification: MSc, Ph.D
Research Interest: Bio Medical Image Processing, Computer Vision, Document Image Processing, Pattern Recognition and Deep Learning

Bio

Dr. Shobha Rani N. currently serves as Associate Professor at the Department of Computer Science, School of Arts and Sciences, Mysuru.

Qualification: M.Sc.,Ph.D., UGC NET, KSET

Experience: 12 Years of teaching experience including 9 years in research. Published papers in refereed national and international journals/conferences.

Publications

Book Chapter

A unified preprocessing technique for enhancement of degraded document images

Authors : Dr. Shobha Rani N., Sajan Jain A., Kiran H.R.

Publisher : Lecture Notes in Computational Vision and Biomechanics

Conference Paper

Region based image classification using watershed transform techniques

Authors : Dr. Shobha Rani N., Pawar, M.S., Perianayagam, L.

Publisher : Proceedings of 2017 International Conference on Intelligent Computing and Control, I2C2 2017, 2018-January.

Detection of variable regions in complex document images

Authors : Dr. Shobha Rani N., Sreelakshmi U.K., Akash, V.G.

Publisher : Proceedings of the 2017 IEEE International Conference on Communication and Signal Processing, ICCSP 2017

Journal Article

Detection and removal of graphical components in pre-printed documents

Authors : Dr. Shobha Rani N., Vineeth, P., Ajith D.

Publisher : International Journal of Applied Engineering Research

Automatic recognition and verification of defective tablet blisters using entropy based filtering and histogram processing

Authors : Dr. Shobha Rani N., Nithusha, V.K., Roshna, T.P.

Publisher : International Journal of Applied Engineering Research

Automatic vehicle tracking system based on fixed thresholding and histogram based edge processing

Authors : Dr. Shobha Rani N., Neethu O.P., Ponnath N.

Publisher : International Journal of Electrical and Computer Engineering

An unsupervised classification technique for recognition of scratched and non-scratched words in pre-printed documents

Authors : Dr. Shobha Rani N., Vasudev T., Vineeth P., Ajith, D.

Publisher : Journal of Theoretical and Applied Information Technology

Customer puzzled behavioral analysis – A step towards valuing customer’s interests

Authors : Dr. Shobha Rani N., Natesh, T.N.

Publisher : International Journal of Mechanical Engineering and Technology

Visual recognition and classification of videos using deep convolutional neural networks

Authors : Dr. Shobha Rani N., Rao, P.N., Clinton, P.

Publisher : International Journal of Engineering and Technology(UAE)

Image Enhancement of Complex Document Images Using Histogram of Gradient Features

Authors : Dr. Shobha Rani N., Jain, S.A., Chandan, N

Publisher : International Journal of Engineering and Technology(UAE)

Deformed character recognition using convolutional neural networks

Authors : Dr. Shobha Rani N., N Chandan, A Sajan Jain, H R. Kiran

Publisher : International Journal of Engineering and Technology(UAE)

Image segmentation technique- A comparative study

Authors : Dr. Shobha Rani N., Brunda R., Divyashree B.

Publisher : International Journal of Engineering and Technology(UAE)

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