Room ECED-2 : 301
Email psankaran@nitc.ac.in
Office Phone 0495-2286721
Home Address http://www.nitc.ac.in/index.php/?url=users/view/320/10/3
Areas Of Interest Statistical pattern analysis, image processing, biometrics.

Rashmi M, Praveen Sankaran, "Optimal Landmark Point Selection Using Clustering for Manifold Modeling and Data Classification", Journal of Classification, vol.36, pp:94-112, 2019. (link)

Deepa Nair, Praveen Sankaran, "Color image dehazing using surround filter and dark channel prior", Journal of Visual Communication and Image Representation, vol.50, pp:9-15, 2018.(link)

Hari C. V., Praveen Sankaran, "A clustered locally linear approach on face manifolds for pose estimation", Pattern Analysis and Applications, vol. 20, no. 4, pp:1169-1178, 2017. (link).

Vinod Kumar T.M., Mohammed Firoz C., Bimal P., Harikumar P.S., Sankaran P. (2020) Smart Water Management for Smart Kozhikode Metropolitan Area. In: Vinod Kumar T. (eds) Smart Environment for Smart Cities. Advances in 21st Century Human Settlements. Springer, Singapore. (link)

Namburi GNVV Satya Sai Srinath, Athul Zac Joseph, S Umamaheswaran, Ch. Lakshmi Priyanka, Malavika Nair M, Praveen Sankaran, "NITCAD - Developing an object detection, classification and stereo vision dataset for  autonomous navigation in Indian roads", Third International Conference on Computing and Network Communications (CoCoNet’19), Trivandrum, Kerala, Dec 18-21, 2019 (Accepted).

Namburi GNVV Satya Sai Srinath, Athul Zac Joseph, S Umamaheswaran, Ch. Lakshmi Priyanka, Malavika Nair M, Praveen Sankaran, "Stereo Vision Based Speed Estimation for Autonomous Driving", 18th International Conference on Information Technology, Bhubaneswar, Dec 19-21, 2019 (Accepted). 

Minny George, Praveen Sankaran, "A Deep Neural Network Classier Based on Belief Theory", 4th International Conference on Computer Vision and Image Processing (CVIP 2019), September 27 - 29, 2019 at MNIT Jaipur, India (Accepted).

Megha Sharma, S. Sai Venkatesh, Swetha A, V.M Muralikrishna, Varsha J Kattampally, Praveen Sankaran, "Driver Distraction Detection using ensemble techniques to improve low performing classfiers", 4th International Conference on Computer Vision and Image Processing (CVIP 2019), September 27 - 29, 2019 at MNIT Jaipur, India (Accepted).
 
Kalpana George, Shameer F., Praveen Sankaran, Paul K. Joseph, "Deep learned nucleus features for breast cancer histopathological image analysis based on belief theoretical classifier fusion", TENCON 2019, Kochi, India (Accepted).
 
Tissa Jose, Praveen Sankaran, "Deep neural networks for out-of-sample classification of non-linear manifolds", International Conference on Machine Intelligence and Signal Processing (MISP-2019), September 7-10, IIIT Allahabad, India (Accepted).
 
Shameer F., Praveen Sankaran, "A Classification System using Belief Theory on the Wisconsin Breast Cancer Dataset", IEEE CONECCT 2019, 26-27 July, Bengaluru, India.

Nora Elizabeth Joby, Nimisha Susan George, M.N. Geethasree, NimmiKrishna B,Noora Rahman Thayyil and Praveen Sankaran, "Storm tracking using Geo-stationary lightning observation videos", Third International Conference on Computer Vision and Image Processing, Jabalpur, CVIP 2018 Pages 391-402 (link).

Amala Sonny and Praveen Sankaran, "A Novel Localized Approach to Single Image Dehazing Based on Haze-lines", ICDSE Kochi, 2018 (10.1109/ICDSE.2018.8527778 link).

Manjula Kumari and Praveen Sankaran, "Driver Distraction Analysis Using Convolutional Neural Networks", ICDSE Kochi, 2018 (link).

Hari C. V. Sankaran Praveen, "Embedding vehicle driver face poses on manifolds", IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (SPICES), 2017. (link)

George Kalpana, Sankaran Praveen, Joseph Paul K, Rainachandran K, "Extraction of subtle radiographic image features of bone tumor: A case study", IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (SPICES), 2017. (link)

Rahul Nagar, Praveen Sankaran, "Sparse Manifold Discriminant Embedding for Face Recognition", IMCIP 2016, Bengaluru(link).

Shameer F, Praveen Sankaran, "ECG Beat Classification Using Evidential K-Nearest Neighbours", IMCIP 2016 Bengaluru (link).

Deepa Nair, Praveen Sankaran, “A modified dark channel prior for improved dehazing”, International Conference on Recent Advances in Intelligent Computational Systems, Trivandrum, December 2015 (link).

Rashmi M., P Sankaran, "Landmark Point Selection Using Clustering for Data Classification", International Conference on Recent Advances in Intelligent Computational Systems, Trivandrum, December 2015 (link).

AS Sankar, SS Nair, VS Dharan, P Sankaran, “Wavelet Sub Band Entropy Based Feature Extraction Method for BCI”, Procedia Computer Science 46, 1476-1482, 2015 (link).

Deepa Nair, Pattem Ashok Kumar, Praveen Sankaran, “An Effective Surround Filter for Image Dehazing”, Proceedings of the 2014 International Conference on Interdisciplinary Advances in Applied Computing, October, 2014.

Deepa Nair, Pattem Ashok Kumar, Praveen Sankaran, “An Image Dehazing Method using Retinex”, Eighth International Conference on Image and Signal Processing (ICISP 2014).

Pattem Ashok Kumar, Praveen Sankaran, “Visual Information Fidelity in evaluating Retinex enhancement algorithms”, International Conference on Communications and Signal Processing (ICCSP), 2014.

Rashmi M., P Sankaran, “Extended Landmark Isomap for Data Classification”, Eighth International Conference on Data Mining and Warehousing (ICDMW 2014).

C.V. Hari, P Sankaran, “Multi Subspace Analysis with Supervised Separable Clusters for Classification of Smooth Nonlinear Manifolds”, 8th International Conference on Image & Signal Processing (ICISP – 2014).

C.V. Hari, P Sankaran, “Face pose estimation for driver distraction monitoring by automatic clustered linear discriminant analysis”, IEEE International Conference on Vehicular Electronics and Safety (ICVES), 2014.

Parvathi V S, Smitha Satheesh and Praveen Sankaran, “Modular approach on Kernel Principal Component Analysis for enhanced Face Recognition” IEEE INDICON, Cochin, Kerala, 7 - 9 December 2012.

P. Sudharsan and P. Sankaran, “A RETINEX based Haze Removal Method,” Proceedings of the IEEE International Conference on Industrial and Information Systems (ICIIS 2012), Madras, India, August 6-9, 2012.

A. S. Unde, Premprakash V. A. and P. Sankaran, “A Novel Edge Detection Approach on Active Contour for Tumor Segmentation,” Students' Conference on Engineering and Systems (SCES 2012), Allahabad, India, March 16-18, 2012. (Awarded Best Paper).

K. C. Ravi Chandra Varma, P. Sudharsan and P. Sankaran, "Application of Quad Tree for Low Bitrate Compression," Proceedings of the 2nd IEEE National Conference on Computational Intelligence and Signal Processing (CISP2012), Guwahati, India, March 2-3, 2012.

P. Sudharsan and P. Sankaran, “An Automated Multi Scale RETINEX with Color Restoration for Image Enhancement,” Proceedings of the IEEE National Conference on Communications (NCC) 2012, Kharagpur, India, February 3-5, 2012.

P. Sudharsan and P. Sankaran, “Fusion Based Multi Scale RETINEX with Color Restoration for Image Enhancement," Proceedings of the IEEE International Conference on Computer Communication and Informatics (ICCCI 2012), Coimbatore, India 10-12 January, 2012.

A. S. Unde and P. Sankaran, “Semi-Automatic Tumor Segmentation Based on Modified Sparse Field Method," Proceedings of the IEEE International Conference on Computer Communication and Informatics (ICCCI 2012), Coimbatore, India 10-12, January, 2012.

J. Foytik, P. Sankaran, and V. K. Asari, "Tracking and recognizing multiple faces using Kalman filter and modular PCA," Proceedings of the International Conference on Complex Adaptive Systems - CAS 2011, Complex Adaptive Systems (Editor in Chief: Cihan H. Dagli), Chicago, IL, USA, vol. 1, (Procedia Computer Science, vol. 6), pp. 256-261, 31 October - 02 November 2011.

P. Sankaran and V. K. Asari, "A second order polynomial based subspace projection method for dimensionality reduction," Proceedings of 2010 IEEE 17th International Conference on Image Processing - ICIP 2010, Hong Kong, pp. 3857 - 3860, 26-29 September, 2010.

P. Sankaran and K. V. Asari, "Nonlinear Manifold Discriminant Embedding for Face Recognition," IS&T and SPIE conference on Electronic Imaging: Applications of Artificial Neural Networks in Image Processing XII, San Jose, California, January 2009.

P. Sankaran and K. V. Asari, "Non linear Manifold Representation of a Face Image for Classification," International Conference on Artificial Neural Networks in Engineering-ANNIE, St.Louis, MO, November 9-12, 2008.

N. Unaldi, P. Sankaran, K. V. Asari and Z. Rahman, "Image Enhancement for Improving Face Detection Under Non-Uniform Lighting Conditions," ICIP, San Diego 2008.

I. Purohit, P. Sankaran, K. V. Asari and M. A. Karim, "A modular approach on adaptive thresholding for the extraction of mammalian cell regions from bio-electric images in complex lighting environments," SPIE Defense and Security Symposium: Visual Information Processing XVII, Orlando, FL, March 16-20, 2008.

P. Sankaran, R. Gottumukkal, and K. V. Asari, "An automated feature localization algorithm for a feature specific modular approach for face recognition," International Journal of Intelligent Systems Technologies and Applications, 2007.

P. Sankaran and K. V. Asari, "Adaptive thresholding based mammalian cell segmentation for cell-destruction activity verification," IEEE International Workshop on Applied Imagery and Pattern Recognition, AIPR - 2006, Washington DC, October 11 - 13, 2006.

P. Sankaran, S.Gundimada , D.Valaparla , and K. V. Asari, "Eye center location based on estimated head pose," Multimedia Cyberscape Journal: Special Issue on Multimedia Data Processing and Compression, 2005.

P. Sankaran, S.Gundimada , R. C. Tompkins, and K. V. Asari, "Pose angle determination by face, eyes and nose localization," IEEE Workshop on Face Recognition Grand Challenge Experiments , FRGC 2005 in conjunction with the IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2005, San Diego, CA, June 20 , 25, 2005.

P. Sankaran and K. V. Asari, "A multi-view approach on modular PCA for illumination and pose invariant face recognition," IEEE International Workshop on Applied Imagery and Pattern Recognition, AIPR - 2004, Washington DC, USA, ISBN 0-7695-2250-5, pp. 165-170, October 2004.

 

 

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