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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
n_shobharani@my.amrita.edu
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

Publications

Journal Article

Year : 2018

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

Natesh T. N. and Shobha Rani N., “Customer puzzled behavioral analysis - A step towards valuing customer’s interests”, International Journal of Mechanical Engineering and Technology, vol. 9, no. 7, pp. 365-374, 2018.

Year : 2018

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),

Shobha Rani N., Pramod Rao, and Paul Clinton, “Visual recognition and classification of videos using deep convolutional neural networks”, International Journal of Engineering and Technology(UAE), vol. 7, no. 2, pp. 85-88, 2018.

Year : 2018

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),

S. Jain A., Shobha Rani N., and Chandan, N., “Image Enhancement of Complex Document Images Using Histogram of Gradient Features”, International Journal of Engineering and Technology(UAE), vol. 7, no. 4.36 Special Issue 36, pp. 780-783, 2018.

Year : 2018

Image segmentation technique- A comparative study

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

Publisher : International Journal of Engineering and Technology(UAE),

Brunda, R., Divyashree, B., Shobha Rani, N., "Image segmentation technique- A comparative study," International Journal of Engineering and Technology(UAE), 7 (4), pp. 3131-3134, 2018.

Year : 2018

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)

Shobha Rani N., Chandan, N., Sajan Jain, and Hena Kiran, “Deformed character recognition using convolutional neural networks”, International Journal of Engineering and Technology (UAE), vol. 7, no. 3, pp. 1599-1604, 2018.

Year : 2016

An unsupervised classification technique for detection of flipped orientations in document images

Authors : Dr. Shobha Rani N., Vijayashree, C.S.; Vasudev, T.

Publisher : International Journal of Electrical and Computer Engineering, Institute of Advanced Engineering and Science.

C. S. Vijayashree, Rani, N. S., and Vasudev, T., “An unsupervised classification technique for detection of flipped orientations in document images”, International Journal of Electrical and Computer Engineering, vol. 6, pp. 2140-2149, 2016.

Year : 2016

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

Shobha Rani, N., Vasudev, T., Vineeth, P., Ajith, D., "An unsupervised classification technique for recognition of scratched and non-scratched words in pre-printed documents," Journal of Theoretical and Applied Information Technology, 86 (2), pp. 223-231, 2016.

Year : 2016

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

Shobha Rani, N., Vineeth, P., Ajith, D., "Detection and removal of graphical components in pre-printed documents," International Journal of Applied Engineering Research, 11 (7), pp. 4849-4856, 2016

Year : 2015

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

Shobha Rani, N., Neethu, O.P., Ponnath, N., "Automatic vehicle tracking system based on fixed thresholding and histogram based edge processing," International Journal of Electrical and Computer Engineering, 5 (4), pp. 869-878, 1 August 2015

Year : 2015

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

Shobha Rani, N., Nithusha, V.K., Roshna, T.P., "Automatic recognition and verification of defective tablet blisters using entropy based filtering and histogram processing," International Journal of Applied Engineering Research, 10 (5), pp. 13155-13168, 2015.

Year : 2013

Optical Character Recognition In Application With Graph Theory And Matrix Processing

Authors : Dr. Shobha Rani N.

Publisher : International Journal of Computer Science Research Technology

M. N. Shobha Rani, “Optical Character Recognition In Application With Graph Theory And Matrix Processing”, International Journal of Computer Science Research & Technology, vol. 1, no. 3, pp. 16 – 18, 2013.

Year : 2013

Role of Data structures in multiple disciplines of computer science-A review

Authors : Dr. Shobha Rani N.

Publisher : International journal of science Engineering Research

S. N. Rani, “Role of Data structures in multiple disciplines of computer science-A review”, International journal of science & Engineering Research, vol. 4 , no. 7, pp. 2286 – 2291, 2013.

Conference Paper

Year : 2021

A Comparative Study on Interactive Segmentation Algorithms for Segmentation of Animal Images

Authors : Dr. Manohar N., Akshay S., Dr. Shobha Rani N.

Publisher : Information and Communication Technology for Intelligent Systems

Manohar N., Akshay S., and Shobha Rani N., “A Comparative Study on Interactive Segmentation Algorithms for Segmentation of Animal Images”, in Information and Communication Technology for Intelligent Systems, Smart Innovation, Systems and Technologies, Singapore, 2021, vol. 196, pp. 409-417.

Year : 2018

Region based image classification using watershed transform techniques

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

Publisher : 2017 International Conference on Intelligent Computing and Control

Manisha Shivaji Pawar, Louis Perianayagam, and Shobha Rani N., “Region based image classification using watershed transform techniques”, in 2017 International Conference on Intelligent Computing and Control (I2C2), 2018.

Year : 2018

Detection of variable regions in complex document images

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

Publisher : 2017 International Conference on Communication and Signal Processing

Sreelakshmi U. K., Akash V. G., and Shobha Rani N., “Detection of variable regions in complex document images”, in 2017 International Conference on Communication and Signal Processing (ICCSP), 2018.

Year : 2017

An unsupervised classification of printed and handwritten telugu words in pre-printed documents using text discrimination coefficient

Authors : Dr. Shobha Rani N., .; Vasudev T.

Publisher : 1st International Conference on Computational Intelligence and Informatics, ICCII 2016, Advances in Intelligent Systems and Computing, Springer Verlag,

Shobha Rani N. and T., V., “An unsupervised classification of printed and handwritten telugu words in pre-printed documents using text discrimination coefficient”, 1st International Conference on Computational Intelligence and Informatics, ICCII 2016, Advances in Intelligent Systems and Computing, vol. 507. Springer Verlag, Hyderabad, India, pp. 689-700, 2017.

Book Chapter

Year : 2019

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

Shobha Rani, N., Sajan Jain, A., Kiran, H.R., "A unified preprocessing technique for enhancement of degraded document images," ) Lecture Notes in Computational Vision and Biomechanics, 30, pp. 221-233, 2019.

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