Currently doing
research (since 3rd September, 2007) under the guidance of Prof. Dipti Prasad Mukherjee (ISI,
Kolkata)
Research
Interests: Video/
Image Processing, Computer Vision, Multimedia.
Education: Bachelor of Science
(Honours in Mathematics), University of Calcutta (2001).
Master of Computer
Applications ,Vidyasagar University :: Midnapore, West Bengal, INDIA
(2004).
Publications:
Journal Publications:
- Snehasis Mukherjee, Sujoy Kumar Biswas and Dipti Prasad Mukherjee, "Recognizing Human Action at a Distance in Video by Key Poses", IEEE Transactions on Circuits and Systems for Video Technology, Vol. 21, No. 9, pp.- 1228-1241, (2011).[pdf]
- Snehasis Mukherjee and Dipti Prasad Mukherjee, "A Design-of-experiment Based Statistical Technique for Detection of Key-Frames", Multimedia Tools and Applications, Springer, Accepted, DOI: 10.1007/s11042-011-0882-2. [pdf]
Conference Publications:
- Snehasis Mukherjee and Dipti Prasad Mukherjee, "Segmentation of Circular and Rectangular Shapes in an Image Using Helmholtz Principle",
Proc. of ICVGIP 2008, Bhubaneswar, India, IEEE Computer Society, pp.- 657-664.[pdf]
- Snehasis Mukherjee and Dipti Prasad Mukherjee, "Tracking Multiple Circular Objects in Video Using Helmholtz Principle",
Proc. of ICAPR 2009, Kolkata (ISI), India, IEEE Computer Society, pp.- 290-293.[pdf]
- Snehasis Mukherjee, Sujoy Kumar Biswas and Dipti Prasad Mukherjee, "Modeling Sense Disambiguation of Human Pose: Recognizing Action at a Distance by Key Poses",
Proc. of ACCV(ORAL) 2010, Queenstown, New Zealand, LNCS volume 6492, pp.- 244-255.[pdf]
- Snehasis Mukherjee, Sujoy Kumar Biswas and Dipti Prasad Mukherjee, "Human Action Recognition in Video by 'Meaningful' Poses",
Proc. of ICVGIP(ORAL) 2010, Chennai, India, ACM Digital Library, pp.- 9-16.[pdf]
- Snehasis Mukherjee, Sujoy Kumar Biswas and Dipti Prasad Mukherjee, "Recognizing Interaction Between Human Performers Using 'Key Pose Doublet'",
Proc. of ACM Multimedia (ACM MM) 2011, Scottsdale, Arizona, USA, pp.- 1329-1332.[pdf]
Other Academic Activities:
Reviewed for the following journals:
IEEE Transactions on Circuits and Systems for Video Technology,
Multimedia Tools and Applications (Springer),
ETRI Journal
Reviewed for several prestigious international conferences
Delivered Invited Talks:
- "Application of MATLAB in Pattern Recognition"
in Dept. of Computer Science of the St. Xavier's College, Kolkata on 01.09.2010
- "Introduction to Bag-of-words Model in Computer Vision: Application of MATLAB in Computer Vision Research"
in Hooghly Engineering and Technology College, Hooghly, West Bengal, India on 12.09.2011
Delivered Talks in Seminars:
- "Introduction to Markov Chain"; 7th North-East workshop on Computational Information Processing; at ISI Kolkata; 23-25th September, 2008.
- "Segmentation of Circular and Rectangular Objects in an Image Using Helmholtz Principle"; ICVGIP'08 conference; at Bhubaneswar (organized by IIT Kharagpur); 16-19th December, 2008.
- "Tracking Multiple Circular Objects in Video Using Helmholtz Principle"; ICAPR'09 conference; at ISI Kolkata; 4-6th February, 2009.
- "A Course on MATLAB Programming and Using it to Handle Images and Videos"; 8th North-East workshop on Computational Information Processing; at University of Tripura; 23-27th March, 2009.
- "A Novel Statistical Technique for Video Summarization"; IRISS'09 seminar; at IIT Guwahati; 13-14th June, 2009.
- "A Statistical Technique for Video Summarization"; 9th North-East workshop on Computational Information Processing; at ISI Kolkata; 2-6th March, 2010.
- "Modeling Sense Disambiguation of Human Pose: Recognizing Action at a Distance by Key Poses"; ACCV'10 conference; at Queenstown, New Zealand; 8-12th November, 2010.
- "Basics of Pattern Recognition, Image Processing and Computer Vision With Some Future Research Directions"; 11th North-East workshop on Computational Information Processing; at Don Bosco University, Guwahati, Assam, India; 14-16th July, 2011.
- Paper: "Recognizing Interaction Between Human Performers Using 'Key Pose Doublet'" and Thesis proposal: "A Novel Approach for Human Activity Recognition at a Distance in Video"; ACM Multimedia, 2011 conference (ACM MM'11); at Scottsdale, Arizona, USA; 28th November-1st December, 2011.
- Thesis proposal: "A Novel Approach for Human Action Recognition at a Distance in Video"; NCVPRIPG, 2011 conference; at Hubli, Karnataka, India; 15-17th December, 2011.
- "Bag of Features in Computer Vision"; 12th North-East workshop on Computational Information Processing; at NERIST, Nirjuli, Arunachal Pradesh, India; 22-25th February, 2012.
Projects Participated in:
- "Software Development of Tiger Pugmark Analysis"
in Applied Statistics Unit of the Indian Statistical
Institute during September'04 to August'06; funded by govt. of W.B.
- "Research and Development of some Cryptographic
Primitives" in Applied Statistics Unit of the Indian
Statistical Institute during September'06 to August'07; funded by govt. of
India
Hobby:
Reading Bengali novels; Listening to Music(Especially, Indian Classical);
Travelling anywhere(Especially, adventurous tours).
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