Publications

 

 

Patents 

1.       A method for block based digital image watermarking, US Patent No.6707,928, March 16, 2004

2.       Method of compressing an image, US Patent No. 6738,520, May 18, 2004

 

 

Journals

1.       Ashish Phophalia, Suman K. Mitra, “3D MR image denoising using rough set and kernel PCA method”, Magnetic Resonance Imaging, Vol 36, pp 135-145, 2017.

2.       Mukesh M. Goswami and Suman K. Mitra "Offline Handwritten Gujarati Numeral Recognition using Low-Level Strokes" International Journal of Applied Pattern Recognition (IJAPR),Inderscience Publication, Vol 2, No. 4, pp 353-379, 2016.

3.       Mukesh M. Goswami and Suman K. Mitra "Classification of Printed Gujarati Characters using Low-Level Stroke Features" ACM Transaction on Asian and Low Resource Language Information Processing (TALLIP), Vol 1, No. 4, Article 25, pp 1 – 26, 2016.

4.       Gitam Shikkenawis and Suman K Mitra, “2D Orthogonal Locality Preserving Projection for Image Denoising”, IEEE Transaction on Image Processing, 25(1), pp 262-273 (issn:1057-7149, doi: 10.1109/TIP.2015.2501753), 2016.

5.       Gitam Shikkenawis and Suman K Mitra, “On some variants of locality preserving projection”, Nuerocomputing (spl. Issue on visual big data), 173(2016), pp 196-211 (issn:0925-2312, doi: 10.1016/j.neucom.2015.01.100), 2016.

6.       Gitam Shikkenawis, Suman K Mitra and Ajit Rajwade, “Image denoising using orthogonal locality preserving projection”, Journal of Electronic Imaging, 24 (4), p.043018 ( doi: 10.1117/1.JEI.24.4.043018), 2015.

7.       Ashish Phophalia, Suman K. Mitra, “Rough set based bilateral filter design for denoising brain MR images”, Applied Soft Computingvol. 33, pp. 1- 14, 2015.

8.       Paridhi Munshi, Suman K. Mitra, “On reconnection of broken ridges and binarization for fingerprint images”, Journal of Advancement in Robotics, vol. 1(1), pp. 17-28, 2014.

9.       Ashish Phophalia, Ajit Rajwade, Suman K. Mitra, “Rough set based image denoising for brain MR images”, Signal Processing, vol. 103, pp. 24-35, 2014.

10.    Ashish Phophalia, Suman K. Mitra, “Bayesian estimation of spatially variant finite mixture model for brain MR image segmentation”, Asian Journal of Computer Science and Information Technology, vol. 2, No. 5, pp. 94-98, 2012.

11.    Ashish Phophalia, Suman K. Mitra, Charu Chawla “A study on image segmentation using moments”, Asian Journal of Computer Science and Information Technology, vol. 2, No. 5, pp. 89-93, 2012.

12.    Rikin Nayek, J. Bhavsar, J. Chaudhari, Suman K Mitra, “Object tracking in curvelet domain with dominant curvelet subbands”, International Journal of Engineering Research and Applications, vol. 2, issue 3, pp. 1219-1225, 2012.

13.    Ghanshyam Parmar, Suman K. Mitra, “Effective analysis of fuzzy unsupervised clustering algorithms for Brain Tissue Segmentation in single channel MR image”, International Journal of Bio-Science and Bio-Technology, 3, 2, pp 39-48, 2011.

14.    Anil K Roy, Suman K. Mitra, Rohin Agrawal “A novel method for detecting light source for digital image forensic”, Opto electronics Reviewvol. 19, No. 2, pp. 211-218, 2011.

15.    Abhishek Singh, Padmini Jaikumar and Suman K Mitra. “Segmentation of Remotely Sensed Images Using Resampling Based Bayesian Learning”, Journal of Pattern Recognition Research, vol. 5, No. 1, pp. 119-130, 2010.

16.    Ghanshyam Parmar, Suman K. Mitra, “Performance analysis of unsupervised probabilistic, possibilistic and plausibilistic clustering algorithm for Brain Tissue Segmentation”, International Journal of Computer Application, special issue on CASCT, 2, pp 93-98, 2010.

17.    S. K. Mitra, M. K. Kundu, C. A. Murthy, B. B. Bhattacharya, T. Acharya, “A new probabilistic approach for fractal image compression”, Fundamenta Informaticae Vol.87, No. 3-4, pp. 417-433, 2008.

18.    Ritwik K. Kumar and Suman. K. Mitra, “Motion estimation based color transfer and its application to color video compression”, Pattern Analysis and Application, 11(2), pp.131-139, 2008.

19.    S. K. Mitra, Te-Won Lee and M. Goldbaum, A Bayesian network based sequential inference for diagnosis of diseases from retinal images, Pattern Recognition Letters, Vol 26, pp. 459-470, 2005.

20.    S. K. Mitra, C. A. Murthy and M. K. Kundu, Partitioned iterative function system: A new tool for digital imaging, IETE Journal of Research46, 5, pp. 279-298, 2000.

21.    S. K. Mitra, C. A. Murthy and M. K. Kundu, A technique for image magnification using partitioned iterative function system, Pattern Recognition33, pp. 1119-1133, 2000.

22.    S. K. Mitra and C. A. Murthy, ``Mathematical framework to show the existence of the attractor of the partitioned iterative function systems, Pattern Recognition, 34, pp. 859-869, 2000.

23.    S. K. Mitra, C. A. Murthy and M. K. Kundu, A study on partitioned iterative function system for image compression, Fundamenta Informaticae34, 4, pp 413-428, 1998.

24.    S. K. Mitra, C. A. Murthy and M. K. Kundu, Technique for fractal image compression using genetic algorithm, IEEE Transaction On Image Processing, 7, 4, pp.586-593, 1998.

25.    S. K. Mitra, S. N. Sarbadhikari, Iterative function system and genetic algorithm based EEG compression, Medical Engineering & Physics19, 7, pp. 605-617, 1997.

 

 

Book Chapters/LNCS

1.       Ashish Phophalia, Suman K. Mitra, “3-D MRI Denoising using Rough Set Theory and kernel Embedding Method, LNCS 9467, pp. 163 – 171, 2015.

2.       Purvi Koringa, Gitam Shikkenawis, Suman K. Mitra, S K Parulekar, “Modified orthogonal neighbourhood preserving projection for face recognition, LNCS 9124, pp. 225 – 235, 2015.

3.       Prashant Domadiya, Pratik Shah, Suman K. Mitra, “Fast and accurate foreground background separation for video surveillance, LNCS 9124, pp. 95 – 104, 2015.

4.       Ashish Phophalia, Suman K. Mitra, “Recian noise removal approach for brain MR images using kernel principal component analysis, LNCS 9124, pp. 545 – 553, 2015.

5.       Mukesh Goswami, Suman K. Mitra: Structural Feature Based Classification of Printed Gujarati Characters”, LNCS 8251, pp. 82-87, 2013

6.       Gitam Shikkenawis, Suman K. Mitra, Ajit Rajwade, “A New Orthogonalization of Locality Preserving Projection and Applications” LNCS 8251, pp. 277-283, 2013.

7.       Gitam Shikkenawis, Suman K. Mitra, “A New Proposal for Locality Preserving Projection”, M. Kundu et al. (Eds.), PerMIn 2011, LNCS 7143, pp. 298-305, 2012.

8.       Jignesh Bhavsar, Suman K. Mitra, “Deriving sparse coefficients of wavelet pyramid taking clues from Hough transform”, S. Chaudhury et al. (Eds.), PReMI 2009, LNCS 5909, pp. 327-332, 2009.

9.       Aniruddha Das, Vikas Ramnani, Jignesh Bhavsar, and Suman K. Mitra, “Improvised filter design for depth estimation from single monocular images”, S. Chaudhury et al.(Eds.),PReMI 2009, LNCS 5909, pp. 333-338, 2009.

10.    S. K. Mitra, M. K. Kundu, C. A. Murthy, B. B. Bhattacharya, T. Acharya, “A new probabilistic approach for fractal image compression”, Pattern Directed Information Analysis, D. D. Majumder and B. Chanda (Eds.), New Age International Publishers, pp. 325-344, 2009.

11.    N. Manwani, Suman K. Mitra and M. V. Joshi, “Spoken language identification for Indian languages using split and merge EM algorithm”, Ghosh, De, Pal (Eds.), PReMI 2007, LNCS 4815, pp. 463-468, 2007.

12.    Prakash P. Gajjar, Manjunath V. Joshi, Asim Banerjee, and Suman K. Mitra “Decimation Estimation and Linear Model-based Super-Resolution Using Zoomed Observations”, Marti et al. (Eds.), IbPRIA 2007, Part –I, LNCS 4477, pp. 314-321, 2007.

13.    Prakash P. Gajjar, Manjunath V. Joshi, Asim Banerjee, and Suman K. Mitra “Decimation Estimation and Super-Resolution using zoomed”, Kalra, Peleg (Ed.), ICVGIP 2006, LNCS 4338, pp. 45-57, 2006.

14.    Jigish Trevedi, Anutosh Maitra and Suman K. Mitra, “A hybrid approach to speaker recognition in multi-speaker environment”, S. K. Pal et al. (Eds.): PReMI 2005, LNCS 3776, pp. 447-452, 2005.

15.    Kunal Bhandari, Suman K. Mitra and Ashish Jadhav, “A hybrid approach to digital image watermarking using singular value decomposition and spread spectrum”, S. K. Pal et al. (Eds.): PReMI 2005, LNCS 3776, pp. 272-275, 2005.

16.    R. K. Kumar and S. K. Mitra, Color transfer using motion estimation and its application to video compression, A. Gagalowicz and W. Philips (Eds.): CAIP 2005, LNCS 3691, pp. 313-320, 2005.

17.    S. K. Mitra, C. A. Murthy and M. K. Kundu, Image compression and edge extraction using fractal technique and genetic algorithm, Soft-computing for Image Processing, S. K. Pal, A. Ghosh and M. K. Kundu (Eds.), Physica Verlag, Heidelberg, pp. 79-100, 2000.

18.    S. K. Mitra, C. A. Murthy and M. K. Kundu, Digital image magnification using fractal operators and genetic algorithm, Computational Intelligence and Applications, P. S. Szczepaniak (Ed), Physica Verlag, New York, pp. 250-259, 1999.

19.    S. K. Mitra, C. A. Murthy and M. K. Kundu, Fractal based Image edge extraction, Current Trends in Information Theory, Statistics and O.R., Om Parkash (Ed.), Guru Nanak Dev University, Amritsar, India, pp. 136-142, 1999.

20.    S. K. Mitra, C. A. Murthy and M. K. Kundu, Image edge extraction using iterative function system, Advances in Pattern Recognition and Digital Techniques, N. R. Pal, A. K. De and J. Das (Eds.), Narosa Publishing  House, New Delhi, pp. 165-169, 1999.

21.    S. K. Mitra, C. A. Murthy and M. K. Kundu, Fractal based image coding using genetic algorithm, Pattern Recognition, Image Processing and Computer Vision: Recent Advances, P. P. Das and B. N. Chatterji (Eds.), Narosa Publishing House, New Delhi, pp. 86-91, 1995.

 

Conferences

1.       Hardik Meisheri, N Ramrao, Suman K. Mitra, “Multiclass common spatial pattern with artifacts removal methodology for EEG signals’, In Proceedings of ISCBI’16, pp 90-93, 2016.

2.       Gitam Shikkenawis, Suman K Mitra, “Kernalization of Locality preserving discriminant projection”, NCVPRIPG’15, 2015.  (IEEE Explore).

3.       Radhika Patel, Suman K Mitra, “Extracting Text from Degraded Document Images”, NCVPRIPG’15, 2015.  (IEEE Explore).

4.       Gitam Shikkenawis, Suman K Mitra, “Locality preserving discriminant projection”, IEEE International Conference on Identity, Security and Behavior Analysis (ISBA), 2015.  (IEEE Explore).

5.       Ravi Nagar, Suman K Mitra, “Feature extraction based on stroke orientation estimation technique for handwritten numeral”, Eighth International Conference on Advances in Pattern Recognition (ICAPR), 2015. (IEEE Explore).

6.       Twinkle Shah, Gitam Shikkenawis, Suman K Mitra, “Epitome based transform domain image denoising”, Eighth International Conference on Advances in Pattern Recognition (ICAPR), 2015. (IEEE Explore).

7.       Ashish Phophalia, Suman K Mitra, Ajit K Rajwade, “Medical image denoising from similar patches derived by Rough Set”, IEEE Second International Conference on Image Information Processing (ICIIP), pp. 586-591, 2013 (IEEE Explore)

8.       Deshna Jain, Gitam shikkenawis, Suman K Mitra, S K Parulkar, “Face and facial expression recognition using extended locality preserving projection”, NCVPRIPG’13, (IEEE Explore), 2013.

9.       Ashish Phophalia, Suman K Mitra, Ajit Rajwade, “Object boundary detection using rough set theory”, NCVPRIPG’13, (IEEE Explore), 2013.

10.    Vaibhav Joshi, Mehul raval, Suman K Mitra, S K Parulkar, “Reversible watermarking technique to enhance security of biometric authentication system”, NCVPRIPG’13, (IEEE Explore), 2013.

11.    Vinod Mall, Anil K Roy, Suman K Mitra, “Digital image tampering detection and localization using singular value decomposition technique”, NCVPRIPG’13, (IEEE Explore), 2013.

12.    Vinod K. Mall, Shivanshu Shukla, Suman K. Mitra, Anil K. Roy, “Comprehensive image index and detection of tampering in a digital image”, In Proceedings of ICIEV’13, (IEEE Explore), 2013.  

13.    Vinod K. Mall, Anil K. Roy, Suman K. Mitra, Shivanshu Shukla, “Detection of structural tampering in a digital image using Canny Edge Detector”, In Proceedings of ICIEV’13, (IEEE Explore), 2013.

14.    Ashish Phophalia, Suman K. Mitra, and Ajit Rajwade “A new denoising filter for brain MR images”, In Proceedings of ICVGIP’12, (ACM Digital Library), 2012.

15.    Vinod K. Mall, Anil K. Roy, Suman K. Mitra, Kedar Bhatt, “Non-blind method detection and localization of structural tampering using robust hash-like function and similarity metric for digital images”, In Proceedings of TENCON’12, (IEEE Explore), pp. 1-6, 2012.

16.    Paridhi Munshi, Suman K. Mitra “Reconnecting broken ridges in fingerprints”, In Proceedings of EAIT’12, (IEEE Explore), pp. 275-278, 2012.

17.    Mandar Chaudhary, Gitam Shikkenawis, Suman K. Mitra, Mukesh Goswami, “Similar looking Gujarati printed character recognition using locality preserving projection and artificial neural networks”, In Proceedings of EAIT’12, (IEEE Explore), pp. 153 – 156, 2012.

18.    Gitam Shikkenawis, Suman K. Mitra, “Improving the locality preserving projection for dimensionality reduction”, In Proceedings of EAIT’12, (IEEE Explore), pp. 161-164, 2012.

19.    Paridhi Munshi, Suman K. Mitra, “A rough set based binarization technique for fingerprint images”, In Proceedings of ISPCC’12, (IEEE Explore), 2012.

20.    Vinod K. Mall, Kedar Bhatt, Suman K. Mitra, Anil K. Roy “Exposing structural tampering in digital images”, In Proceedings of ISPCC’12, (IEEE Explore), 2012.

21.    Ashish Phophalia, Bena Kansara, Suman K. Mitra, “A hybrid approach for eye localization in video”, In Proceedings of NCVPRIPG’11, pp. 98-101, 2011.

22.    Sonal Kumari, Suman K. Mitra, “Human action recognition using DFT”, In Proceedings of NCVPRIPG’11, pp. 239-242, 2011.

23.    Ashish Phophalia and Suman K. Mitra, “Parameter learning of spatially variant finite mixture models using Bayesian sampling re-sampling for MR images”, In Proceedings of IICAI’11, pp. 863-869, 2011.

24.    Ashish Phophalia and Suman K. Mitra, “Classification of 3D MRI using mixture models via column sampling”, In Proceedings of NCICT’11, pp. 55-60, 2011.

25.    Sachin Grover, Kushal Arora, and Suman K. Mitra,“Text Extraction from Document Images Using Edge Information”, In Proceedings of INDICON’09, pp.1-4 , 2009.

26.    Padmini Jaikumar, Abhishek Singh, Suman K Mitra, “Efficient learning of finite mixture densities using mutual information”, In Proceedings of ICAPR’09, pp. 95-98, 2009.

27.    Akankshu Dhawan, Suman K. Mitra, “Hybrid audio watermarking with spread spectrum and singular value decomposition”, In Proceedings of INDICON’08, pp. 11-16, 2008.

28.    Padmini Jaikumar, Abhishek Singh, Suman K Mitra, “A Sampling-Resampling based Bayesian Learning Approach for Object Tracking”, In Proceedings of ICVGIP’08, pp.  442-449, 2008.

29.    Hina Shah, Suman K. Mitra and Asim Banerjee, “Information Slicing: An Application to Object Classification in Satellite Images”, In Proceedings of ICVGIP’08, pp.  458-465, 2008.

30.    Padmini Jaikumar, Abhishek Singh, Suman K Mitra, “A Bayesian Learning Based Approach for Clustering of Satellite Images”, In Proceedings of ICVGIP’08, pp.  187-192, 2008.

31.    Padmini Jaikumar, Abhishek Singh, Suman K Mitra, “Background Subtraction in Videos using Bayesian Learning with Motion Information”, In Proceedings of British Machine Vision Conference, BMVC 2008, pp. 615-624, 2008.

32.    Mihir Jain, Suman K. Mitra and Naresh D. Jotwani, “Eye detection using line edge map template”, In Proceedings of International Conference on Computer Vision Theory and Applications (VISAPP 2008), pp. 152-157, 2008.

33.    Hima Patel and Suman K. Mitra, “Experiments with edginess: Application to face recognition problem”, In Proceedings of National Conference on Computer vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG’08), pp.175-177, 2008.

34.    Abhishek Ballaney, Suman K. Mitra and Anutosh Maitra, “Music genre classification using auto-associative neural networks”, In Proceedings of National Conference on Computer vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG’08), pp.141-144, 2008.

35.    Dhruv Saksena, Shruti Garg and Suman K. Mitra, “Pattern classification modeled by Goal Programming”, In Proceedings of National Conference on Computer vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG’08), pp.137-140, 2008.

36.    Abhishek Singh, Padmini Jaikumar, Suman K. Mitra, M. V. Joshi and Asim Banerjee, “Detection and tracking of objects in low contrast condition”, In Proceedings of National Conference on Computer vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG’08), pp.98-103, 2008.

37.    Hina Shah, Suman K. Mitra and Asim Banerjee, “A simple feature space partitioning approach for pattern classification”, In Proceedings of National Conference on Computer vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG’08), pp.44-48, 2008.

38.    Mihir Jain, Suman K. Mitra and Naresh D. Jotwani, “Eye detection and face recognition using line edge map”, In Proceedings of National Conference on Computer vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG’08), pp.26-30, 2008.

39.    Aradhana Katare, Suman K. Mitra and Asim Banerjee, “Content based image retrieval system for multi object images using combined features”, In Proceedings of International Conference on Computing: Theory and Applications (ICCTA’07), Kolkata, India, pp. 595-599 ,2007.

40.    Nayan K. Dey, Ashish Jadhav and Suman K. Mitra, “Digital image watermarking: A hybrid approach”, In Proceedings of National Conference on Communications (NCC’07), Kanpur, India, pp. 269-273, 2007.

41.    Hima M. Patel, Arnav. V. Bhavsar, Suman K. Mitra, “Face recognition using modular principal component analysis and support vector machine”, In Proceedings VIE2006 an International Conference of IEE, Bangalore, India, 2006.

42.    Shalabh Jain, Suman K. Mitra, Asim Banerjee and Anil Roy, “A graphical approach for fingerprint verification”, In Proceedings VIE2006 an International Conference of IEE, Bangalore, India, 2006.

43.    Krutarth Bhatt, Suman K. Mitra, Ashim Roy, “A hybrid approach to noise resilient digital image watermarking”, In Proceedings of WCVGIP 2006, pp. 67-72, Hyderabad, India, 2006.

44.    Suryanarayana Pulipati, Suman K. Mitra, Asim Banerjee and Anil Roy, “A morphology based approach for car license plate extraction”, In Proceedings INDICON2005 an International Conference of IEEE India Council, pp. 24 – 27, Chennai, 2005.

45.    Suryanarayana Pulipati, Suman K. Mitra, Asim Banerjee and Anil Roy, “Recognition of car license plate using morphology”, In Proceedings of Indian International conference on Artifical Intelligence, pp. 3219 – 3233, Pune, 2005.

46.    S. Athale, S. K. Mitra and A. Banerjee, A fractal based approach for face recognition, In Proceedings of International Conference on Intelligent Sensing and Information Processing (ICISIP’05), pp. 170-174, Chennai, 2005.

47.    T. Londhe, A. Banerjee and S. K. Mitra, Face image segmentation using fractal codes, In Proceedings of Advances in Computing and Communications (ADCOM’04), pp. 643-646, Ahmedabad, 2004.

48.    K. M. Rao and S. K. Mitra, Color transfer technique for video compression, In Proceedings of Advances in Computing and Communications (ADCOM’04), pp. 450-453, Ahmedabad, 2004.

49.    T. Londhe, A. Banerjee and S. K. Mitra, Fractal based image segmentation, In Proceedings of Indian Conference on Vision, Graphics and Image Processing (ICVGIP’04), pp. 394-398, Kolkata, 2004.

50.    K. M. Rao and S. K. Mitra, A study on the application of color transfer technique for video compression, In proceedings of Indian Conference on Vision, Graphics and Image Processing (ICVGIP’04), pp. 628-631, Kolkata, 2004.

51.    S. K. Mitra, M. K. Kundu, C. A. Murthy, B. B. Bhattacharya and T. Acharya, Digital Watermarking using homogeneity of image, In Proceedings of the IEEE Region –10 conference, (TENCON’03), Bangalore, India, 2003.

52.    S. K. Mitra, Te-Won Lee and M. Goldbaum, Application of Bayesian network for sequential    diagnosis of diseases from retinal images, In Proceedings of the International Conference on Advances in Pattern Recognition (ICAPR’03), Kolkata, India, pp. 219 – 222, 2003.

53.    S. K. Mitra, C. A. Murthy, M. K. Kundu, B. B. Bhattacharya and T. Acharya, Image compression using iterated function system with probabilities, In proceedings of International Conference on Information Technology: Coding and Computing (ITCC'2001), Las Vegas, USA, pp. 191-195, 2001.

54.    S. K. Mitra, C. A. Murthy and M. K. Kundu, Image compression and magnification using fractal technique, In proceedings of  IEEE Region Ten Conference (TENCON’98), New Delhi, pp 57-60, 1998.

55.    S. K. Mitra, C. A. Murthy and M. K. Kundu, Fractal image magnification technique, In Proceedings of the 9th International Symposium on System-Modelling-Control, Zakopane, Poland 1998.

56.    S. K. Mitra, S. N. Sarbadhikari, EEG compression using iterated transformations and genetic Algorithm, In Proceedings of the 2nd International Conference on Neural Networks and Expert Systems in Medicine and Healthcare (NNESMED'96) at School for Electronics, Communication and electrical Engineering, University of Plymouth, U. K., pp. 269-274, 1996.

57.    S. K. Mitra, C. A. Murthy and M. K. Kundu, Image compression using iterative function system and genetic algorithm, In Proceedings of Frontiers of Radio Science Proceedings, (INCURSI'96), National Committee for International Union of Radio Science, Science City, Calcutta, pp.VIII.3, 1996.