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Dr. Shobha Rani N.

Associate Professor, Department of Computer Science, School of Computing, Mysuru

Qualification: BSc, MSc, Ph.D, SLET
n_shobharani@my.amrita.edu
Research Interest: Digital Image Processing, Computer Vision, Pattern Recognition

Bio

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

She has 12.4 years of teaching experience and 7 years of research experience.

Qualification: Ph. D., MSc (CS), B. Sc. (PMCs), SLET

Publications

Journal Article

Year : 2018

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

Cite this Research Publication : 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.

Publisher : International Journal of Mechanical Engineering and Technology

Year : 2018

Visual recognition and classification of videos using deep convolutional neural networks

Cite this Research Publication : 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.

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

Year : 2018

Image segmentation technique- A comparative study

Cite this Research Publication : 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.

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

Year : 2018

Image Enhancement of Complex Document Images Using Histogram of Gradient Features

Cite this Research Publication : 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.

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

Year : 2018

Deformed character recognition using convolutional neural networks

Cite this Research Publication : 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.

Publisher : International Journal of Engineering and Technology(UAE)

Year : 2016

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

Cite this Research Publication : 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.

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

Year : 2016

A Zone based Approach for Classification and Recognition of Telugu Handwritten Characters

Cite this Research Publication : N. Shoba Rani, Sanjay Kumar Verma, Anitta Joseph “A zone based approach for classification and recognition of telugu handwritten characters”, International Journal of Electrical and Computer Engineering, vol. 6, no. 4, pp. 1647-1653, 2016.

Publisher : International Journal of Electrical and Computer Engineering.

Year : 2016

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

Cite this Research Publication : 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.

Publisher : Journal of Theoretical and Applied Information Technology

Year : 2016

Detection and removal of graphical components in pre-printed documents

Cite this Research Publication : 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

Publisher : International Journal of Applied Engineering Research

Year : 2015

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

Cite this Research Publication : 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

Publisher : International Journal of Electrical and Computer Engineering

Year : 2015

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

Cite this Research Publication : 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.

Publisher : International Journal of Applied Engineering Research

Year : 2013

Optical Character Recognition In Application With Graph Theory And Matrix Processing

Cite this Research Publication : 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.

Publisher : International Journal of Computer Science Research Technology

Year : 2013

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

Cite this Research Publication : 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.

Publisher : International journal of science Engineering Research

Conference Paper

Year : 2021

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

Cite this Research Publication : 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.

Publisher : Information and Communication Technology for Intelligent Systems

Year : 2018

Region based image classification using watershed transform techniques

Cite this Research Publication : 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.

Publisher : 2017 International Conference on Intelligent Computing and Control

Year : 2018

Detection of variable regions in complex document images

Cite this Research Publication : 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.

Publisher : 2017 International Conference on Communication and Signal Processing

Year : 2017

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

Cite this Research Publication : 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.

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

Book Chapter

Year : 2019

A unified preprocessing technique for enhancement of degraded document images

Cite this Research Publication : 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.

Publisher : Lecture Notes in Computational Vision and Biomechanics

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