1. Name: SUMANTRA DUTTA ROY 2. Date of Birth: 27th December, 1971 4. Contact Information: Department of Electrical Engineering, I.I.T. Delhi, Hauz Khas, New Delhi - 110 016. email: sumantra@ee.iitd.ac.in, sumantra.dutta.roy@gmail.com Homepage: http://www.cse.iitd.ac.in/~sumantra Phone: 91-11-2659 1084 (O), 91-11-2659 6167 (Multimedia Lab) 91-11-2659 7084, 91-11-2658 1960 (R), FAX: 91-11-2658 1606 (Attn. S. Dutta Roy, EE) 4. Educational Qualifications: ______________________________________________________________________________ | | | | 89.33% overall, Ist Class with | | | | | Distinction. | | B.E. | D.I.T. | 1993 | University Topper in Engineering | | (Computer Engg.) | | | (all disciplines), Recipient of | | | | | President's Gold Medal | |____________________|__________|______|_____________________________________| | M.Tech. | I.I.T. | | | | (Comp.Sc. & Engg.) | Delhi | 1995 | C.G.P.A. 9.41 (on a scale of 10) | |____________________|__________|______|_____________________________________| | Ph.D. | I.I.T. | 2001 |``Active Object Recognition through | | Comp.Sc. & Engg. | Delhi | | Next View Planning'' | |____________________|__________|______|_____________________________________| 5. Research Experience: I completed my Ph.D. at the Department of Computer Science and Engineering, I.I.T. Delhi immediately after my M.Tech. My field of interest is Computer Vision and the title of my Ph.D. thesis was `Active Object Recognition through Next View Planning'. Immediately after my Ph.D., I joined the Department of Electrical Engineering at I.I.T. Bombay, as an Assistant Professor (27 March 2001 - 02 January, 2007). From 03 January, 2007 to 03 August, 2018, I was an Associate Professor in the Department of Electrical Engineering at I.I.T. Delhi. From 03 August, 2018, I have been a Professor in the Department of Electrical Engineering at I.I.T. Delhi. 6. Areas of Interest: Computer Vision and Image Analysis, Pattern Recognition and Machine Learning, Medical Informatics, Biometrics, Bioinformatics, Music Information Retrieval and Analysis 7. Topics of Current Research Activity: o Medical Informatics o Biometrics: Fingerprint Analysis o Active 3-D Object Recognition o Tracking, Gesture and Activity Analysis o Image Mosaicing o Music Information Retrieval and Analysis o Bioinformatics: Protein Structure Analysis o Document Image Analysis o Parametric Video Coding o Facial Emotion Analysis 8. Awards and Honours: o Associate Editor, Pattern Recognition Letters, 2011-to date o Awarded BOYSCAST Fellowship 2004-2005 (Department of Science and Technology, Government of India) o One of the 12 selected for the INAE Young Engineer Award, 2004 (Indian National Academy of Engineering) o IEEE Senior Member, 2019- o Erasmus+ (European Union) funding for presenting a lecture series at the Vilnius Gediminas Technical University, Vilnius, Lithuania, July 2017. o Visiting Faculty Member, Hiroshima University, 2018, 2019. o Associate Editor, Sadhana, 2018- o Invited to be a Program Co-Chair in India's top National conference in the area, NCVPRIPG'17 (National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics), 16-19 Dec'17 o Project awarded under the SERC FAST TRACK PROPOSAL FOR YOUNG SCIENTISTS (2001-2002) - (ENGINEERING SCIENCES)} Science and Engineering Research Council, Department of Science and Technology. Title of the Project: ``Automated Fingerprint Analysis and Recognition'' No. SR/FTP/ET-199/2001 Total Cost: Rs. 5.52 lakhs, Duration: 3 years. (Completed) o University Topper in all branches of Engineering (COE, ECE, Mech, EE, ICE, Prod, Civil, D.C.E. + D.I.T) Delhi University, in B.E. Recipient of President's Gold Medal at D.I.T. Annual Convocation, 1994. o Scholarship of Rs. 100 and Fees Exemption for Ist year, B.E. o Numerous awards in International and National Painting Competitions (including Prize and Silver Medal in Shankar's International Painting Competition, and 4 times winner of prizes in Shankar's On-the-Spot Painting Competitions), Inter-school and Intra-school debates(English, Hindi), Recitations (English, Sanskrit) and Quiz Contests o All-India Topper in Sanskrit in A.I.S.S.E. (Class X) with 100% marks, and among top 1% of all successful candidates o Recipient of Junior Science Talent Search Scholarship, 1985-86, 1986-87 9. Professional Membership: o Member of the IEEE (Membership No. 40121994) since 1995, Senior Member since 2019 o Life Member of the IETE (Membership No. M149744) o Life Member of the ISTE (Membership No. LM35853) o Life Member of the IUPRAI (Membership No. L 011) 10. Courses Taught: ELL101: Introduction to Electrical Engineering (UG) (co-taught) [taught once, class size ~300 and 500 (two sections)] (Spring Semester, 2023 - 2024) ELL100/EEL102: Introduction to Electrical Engineering/ Principles of Electrical Engineering (UG) [taught twice, class size ~130] (Spring Semester, 2018 - 2019, Autumn Semester 2006 - 2007) ELL782/EEL601: Computer Architecture (PG) [taught 12 times, class size ~30] (Autumn Semester 2019 - 2020, 2017 - 2018, 2016 - 2017, 2015 - 2016, 2014 - 2015, 2013 - 2014, 2012 - 2013, 2011 - 2012, 2010 - 2011, 2009 - 2010, 2008 - 2009, 2007 - 2008) ELL781: Software Fundamentals for Computer Technology (PG) (co-taught) [taught 5 times, class size ~30] (Autumn Semester 2022 - 2023, 2021 - 2022, 2020 - 2021, 2019 - 2020, 2017 - 2018) JRL301: Robotics Technology (UG) (co-taught) [taught 4 times, class size ~20] (Autumn Semester 2019 - 2020, 2018 - 2019, 2017 - 2018, 2016 - 2017) ELL305: Computer Architecture (UG) [taught 2 times, class size ~270] (Autumn Semester 2020 - 2021, 2017 - 2018) ELL784: Introduction to Machine Learning (PG) [taught 7 times, class size ~50] (Spring Semester 2022-2023, 2021-2022, 2020 - 2021, 2019 - 2020, 2018 - 2019, 2017 - 2018, 2016 - 2017) EEL806: Computer Vision (PG+UG) [taught 7 times, class size 30-80] (Autumn Semester 2014 - 2015, 2012 - 2013, 2011 - 2012, 2010 - 2011, 2009 - 2010, 2008 - 2009, 2007 - 2008) ELL409: Machine Intelligence and Learning (co-taught) [taught once, class size ~30-80] (Spring Semester 2015 - 2016) EEL702: System Software (PG) (co-taught) [taught once, class size ~70] (Autumn Semester 2013 - 2014) ELL783/EEL602: Operating Systems (PG) [taught 11 times, class size ~30-50] (Spring Semester 2018 - 2019, 2017 - 2018, 2016 - 2017, 2015 - 2016, 2014 - 2015, 2013 - 2014, 2012 - 2013, 2010 - 2011, 2009 - 2010, 2008 - 2009) EEL358: Operating Systems (UG) [taught twice, class size ~50-70] (Autumn Semester 2016 - 2017, 2015 - 2016) EEL709: Pattern Recognition (PG+UG) (co-taught) [taught once, class size ~60] (Spring Semester 2013 - 2014) EEP308: Computer Architecture Laboratory (co-taught) [taught 7 times, class size ~50] (Spring Semester 2012 - 2013, 2011 - 2012, 2010 - 2011, 2009 - 2010, 2007 - 2008, 2006 - 2007) EEL102: Principles of Electrical Engineering (UG) [taught once, class size ~130] (Spring Semester, 2007 - 2008) ELP101: Introduction to Electrical Engineering Laboratory [taught 3 times, class size ~60] (co-taught) (Autumn Semester 2023 - 2024, Spring Semester 2022 - 2023, Autumn Semester 2022 - 2023) ELL100/EEL102: Principles of Electrical Engineering Laboratory [taught twice, class size ~50] (co-taught) (Spring Semester 2014 - 2015, 2006 - 2007) Courses Taught when previously at IIT Bombay [2001 - 2006] EE610: Image Processing (UG+PG) [taught thrice, class size ~50] (Autumn Semester 2006 - 2007, 2004 - 2005, 2001 - 2002) EE206: Digital Circuits (UG) [taught 5 times, class size ~80] (Spring Semester 2005 - 2006, 2004 - 2005, 2003 - 2004, 2002 - 2003, 2001 - 2002) IT602: Multimedia Systems (PG) (co-taught at the Kanwal Rekhi School of Information Technology, IIT Bombay) [taught once, class size ~30] (Spring Semester 2002 - 2003) EE309: Computer Organization, Architecture and Microprocessors (Originally, Microprocessors) (UG) [taught two times, class size ~80] (Autumn Semester 2003 - 2004, 2002 - 2003) EE315: Microprocessors Lab (UG) (co-taught) [taught thrice, class size ~50] (Autumn Semester 2006 - 2007, 2004 - 2005, 2003 - 2004) EE443: Digital Signal Processing Lab (UG) (co-taught) [taught once, class size ~30] (Spring Semester 2005 - 2006) Other Information: o Invited Lectures: * Microsoft Research, Redmond, Seattle, USA. (June, 2001) * Dr. Babasaheb Ambedkar Technological University, Lonere. (September, 2001) * IEEE Students Section, IIT Bombay, DSP Week. (October, 2001) * School of Computer Engineering, Nanyang Technological University, Singapore. (June, 2002) * MGM College of Engineering. (May, 2002) * Fr. Agnel: Father Conceicao Rodrigues Institute of Technology, Vashi, Mumbai. (May, 2003) * Gogte Institute of Technology, Belgaum. (May, 2003) * Simhagad College of Engineering, Pune. (June, 2003) * Madhav Institute of Technology and Science, Gwalior (July, 2003) * INAE Young Engineer Awardee Lecture, INAE Annual Function, Chennai. (December, 2003) * Dr. Babasaheb Ambedkar Technological University, Lonere. (March, 2004) * Thadomal Shahani Engineering College, Mumbai (February, 2005) * IIT Bombay CEP Course on Role of Technology in Crime Prevention (October, 2005) * Jawaharlal Nehru Engineering College, Aurangabad (April, 2006) * Naval Research Board Workshop on Gesture Analysis and Tracking (April, 2006) * Ramrao Adik Institute of Technology, Mumbai (July, 2006) * IRDE, Dehradun (September, 2006) * IIT Bombay CEP Course on Role of Technology in Crime Prevention (November, 2006) * Madhav Institute of Technology and Science, Gwalior (November, 2006) * National Workshop on Perception Engineering, IIT Delhi (July, 2007) * Workshop on Advances in Multimedia Processing, IIT Delhi (July, 2007) * Air Force Technical College, Bangalore (September, 2007) * IIT Kanpur (September, 2007) * IIT Bombay CEP Course on Role of Technology in Crime Prevention (October, 2007) * MGM College of Engineering, Nanded (November, 2007) * Workshop on Video Processing, IIT Delhi (December, 2007) (Co-organised) * Workshop on Classifiers, DA-IICT, Gandhinagar (January, 2008) * NIT Rourkela (March, 2008) * Workshop on Image Processing and Applications for DRDO scientists, IIT Delhi (March, 2008) * TCS Workshop on Virtual Reality and its Applications to Enterprises (April, 2008) * Summer school on Advances in Signal, Image and Video Processing, NITTTR Chandigarh (July, 2008) * Short-Term Training Programme on Computer Vision and Image Processing, SVNIT Surat (July, 2008) * School on Computer Vision, Graphics and Multimedia, ABV-IIITM Gwalior (August, 2008) * Winter School on Advances in Image Processing, NITTTR Chandigarh (January, 2009) * UK-India Winter School on Interactive Technologies, HP Labs, Bangalore (February, 2009) * Interactive (Human-Computer) Technologies for the End-user, IIT Delhi (May, 2009) (Co-organised) * Defence Institute of Advanced Technology, Pune (June, 2009) * Short-Term Course on Advanced Image Processing Techniques, ABV-IIITM Gwalior (September, 2009) * National Conference on Signal and Image Processing Applications, Pune (September, 2009) * Short-term Course on Advances in Digital Signal Processing, ABV-IIITM Gwalior (December, 2009) * International Conference on Emerging Trends in Computer Science, Communication and Information Technology, Yeshwant Mahavidyalaya, Nanded (January, 2010) * National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG) 2010, Jaipur (January, 2010) * Maharana Pratap College of Technology, Gwalior (February, 2010) * India HCI, 2010, Mumbai (March, 2010) * Ramrao Adik Institute of Technology, Mumbai (August, 2010) * MGM College of Engineering, Nanded (October, 2010) * CSJM University, Kanpur (January, 2011) * RGIT, Mumbai (January, 2011) * RGPV, Bhopal (May, 2011) * TCE, Madurai (July, 2011) * TCS, Kolkata (August, 2011) * Marudhar Engineering College, Bikaner (September, 2011) * MANIT, Bhopal (November, 2012) * College of Engineering, Pune (December, 2011) * National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG) 2011, Hubli (December, 2011) * IIT Patna (January, 2012) * PDP-IIITDM, Jabalpur (July, 2012) * MNIT, Jaipur (September, 2012) * SPACES Degree College, Pyakaraopeta, Tuni, Vishakahpatnam (September, 2012) * SGGSIET, Nanded (March, 2013) * PSG College of Technology, Coimbatore (May, 2013) * ITER, SO'A University, Bhubaneshwar (May, 2013) * College of Engineering, Pune (May, 2013) * Walchand College of Engineering, Sangli (June, 2013) * PSG College of Technology, Coimbatore (July, 2013) * Madras Institute of Technology, Chennai (July, 2013) * MANIT, Bhopal (August, 2013) * PDP-IIITDM, Jabalpur (September, October, 2013) * VPCOE, Baramati, Pune (October, 2013) * SGGSIET, Nanded (December, 2013) * VJTI, Mumbai (December, 2013) * Barco, NOIDA (February, 2014) * MITS, Gwalior (March, 2014) * NITTTR, Chandigarh (March, 2014) * DTU, Delhi (July, 2014) * DCRUST, Murthal (July, 2014) * PSG College of Technology, Coimbatore (July, 2014) * IIT Ropar (October, 2014) * JNU (August, 2015) * DCRUST, Murthal (April, 2016) * CIT, Coimbatore (April, 2016) * College of Engineering, Pune (May, 2016) * NIT Goa (June, 2016) * DTU, Delhi (July, 2016) * SGGSITS, Nanded (July, 2016) * GCET, Vallabh Vidyanagar (October, 2016) * SCET, Surat (October, 2016) * SATI, Vidisha (November, 2016) * GCoE, Aurangabad (February, 2017) * BVM Engg College, Vallabh Vidyanagar (February, 2017) * MIT, Aurangabad (March, 2017) * Jadavpur University, Kolkata (March, 2017) * CoE, Pune (March, 2017) * NIT Patna (April, 2017) * NIT Hamirpur (April, 2017) * NIT Warangal (April, 2017) * Nirma University, Ahmedabad (July, 2017) * VGTU, Vilnius, Lithuania (July, 2017) * NSIT, New Delhi (July, 2017) * BGSB, Rajouri (August, 2017) * Ahmedabad University (August, 2017) * PSGTech, Coimbatore (September, 2017) * NIT Warangal (December, 2017) * TCE, Madurai (January, 2018) * VNIT Nagpur (February, 2018) * CSIR-CEERI Jaipur Centre (February, 2018) * IET Lucknow (February, 2018) * NIT Meghalaya, Shillong (March, 2018) * DTU, Delhi (April, 2018) * Hiroshima University (June, 2018) * GH Raisoni College of Engineering, Nagpur (July, 2018) * NIT Silchar (July, 2018) * PSGTech Coimbatore (October, 2018) * IIT Kanpur (December, 2018) * SRIT Anantapuramu (December, 2018) * TCE Madurai (January, 2019) * LNMIIT Jaipur (February, 2019) * MITS Gwalior (March, 2019) * IIEST Shibpur (March, 2019) * JIUT Waknaghat (June, 2019) * Cummins College, Pune (September, 2019) * MITS Gwalior (November, 2019) * Jabalpur Engineering College (December, 2019) * MGM College of Engineering, Nanded (January, 2020) * Techno India University, Kolkata (January, 2020) * Deen Dayal Upadhyaya College, Delhi University (July, 2020) * NIT Jamshedpur (July, 2000) * College of Engineering, Kolaghat (September, 2020) * Acropolis Institute of Technology and Research, Indore (September, 2020) * Coimbatore Institute of Techology, Coimbatore (September, 2020) * NIT Rourkela (September, 2020) * MITS Gwalior (November, 2020) * Indira Gandhi Delhi Technical University for Women (November, 2020) * IIEST Sibpur (December, 2020) * IIIT Bhubaneswar (December, 2020) * GIET Gunupur (December, 2020) * MITS Gwalior (December, 2020) * IIT Roorkee (December, 2020) * IIT Indore (December, 2020) * G.B. Pant Institute of Engineering and Technology (January, 2021) * IIEST Sibpur (January, 2021) * IIITDM Jabalpur (February, 2021) * MITS Gwalior (February, 2021) * IIIT Sri City (February, 2021) * St. Anne's College of Engineering and Technology, Cuddalore (May, 2021) * Srinivasa Ramanujan Institute of Technology, Ananthapuramu (May, 2021) * MITS Gwalior (June, 2021) * Srinivasa Ramanujan Institute of Technology, Ananthapuramu (June, 2021) * Mysore University (June, 2021) * MITS Gwalior (June, 2021) * NIT Silchar (July, 2021) * SLIET Longowal (September, 2021) * MNNIT Allahabad (September, 2021) * GGSIPU Delhi (November, 2021) * Mysore University (November, 2021) * DTU Delhi (December, 2021) * VNR Vignana Jyothi Inst of Engg & Technology, Hyderabad (December, 2021) * MITS Gwalior (January, 2022) * BIT Mesra (February, 2022) * IIIT Sri City (February, 2022) * LNMIIT Jaipur (March, 2022) * NIT Silchar (April, 2022) * NIT Rourkela (April, 2022) * SRMIST Ghaziabad (April, 2022) * NIT Warangal (April, 2022) * NTNU Norway-NIT Calicut (April, 2022) * SMIT Gangtok (May, 2022) * JC Bose University of Sc & Tech (June, 2022) * IEEE SPS online talk (July, 2022) * INDISCON online plenary talk (July, 2022) * IIIT Sri City (July, 2022) * NIT Silchar (July, 2022) * IEEE SPS online talk: NR Vignana Jyothi Inst of Engg & Technology, Hyderabad (August, 2022) * NIT Warangal (August, 2022) * IHFC talk IIT Delhi (August, 2022) * CoEPTU (August, 2022) * IIT Patna (September, 2022) * IEEE SPS online talk (October, 2022) * VNIT Nagpur (CVIP Keynote talk) (November, 2022) * Walchand College of Engineering, Sangli (November, 2022) * NIT Warangal (December, 2022) * SRM-AP Amaravati (December, 2022) * IIITDM Kancheepuram (December, 2022) * IEEE SPS online talk (December, 2022) * IIIT Kalyani (January, 2023) * NIT Warangal (January, 2023) * Vasavi College of Engineering, Hyderabad (January, 2023) * NIE Mysuru (February, 2023) * NIT Warangal (March, 2023) * NIT Warangal (March, 2023) * IIST Tiruvananthapuram (March, 2023) * DTU (June, 2023) * Rungta College of Engineering and Technology, Bhilai (June, 2023) * ABV-IIITM Gwalior (July, 2023) * IIT Jodhpur (NCVPRIPG Workshop Plenary) (July, 2023) * IUAC Delhi (July, 2023) o Reviewed papers for journals and conferences, including * Artificial Intelligence * IEEE Transactions on Pattern Recognition and Machine Intelligence * IEEE Transactions on Image Processing * IEEE Transactions on Systems, Man and Cybernetics Part B * IEEE Transactions on Automation Science and Engineering * IEEE Transactions on Knowledge and Data Engineering * IEEE Transactions on Circuits and Systems for Video Technology * IEEE Signal Processing Letters * Pattern Recognition * Pattern Recognition Letters * Image and Vision Computing * Pattern Analysis and Applications * EURASIP Journal on Applied Signal Processing * EURASIP Journal on Image and Video Processing * Engineering Applications of Artificial Intelligence * Computers and Electrical Engineering * IETE Journal of Research * IETE Journal of Education * IETE Technical Review * The Computer Society of India Journal * The IEEE International Conference on Computer Vision (ICCV) * The IEEE International Conference on Robotics and Automation (ICRA) * IEEE TENCON * The IEEE International Symposium on Circuits and Systems (ISCAS) * The IEEE Workshop on Applications of Computer Vision (WACV) * The IAPR-sponsored International Conference on Pattern Recognition (ICPR) * The IUPRAI-sponsored Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP) * The IUPRAI-sponsored International Conference on Advances in Pattern Recognition (ICAPR) * The Asian Conference on Computer Vision (ACCV) * The IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) * The IUPRAI-sponsored International Conference on Pattern Recognition and Machine Intelligence (PReMI) * International Conference on Computing: Theory and Applications (ICCTA) * The European Signal Processing Conference (EUSIPCO) * International Conference on Signal Processing and Communications (SPCOM) * The IEEE and IAPR-sponsored Digital Image Computing: Techniques and Applications (DICTA) * The IEEE International Conference on Advanced Computing and Communications (ADCOM) * National Conference on Communications (NCC) * National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG) * International Conference on Information Technology (CIT) * The International Fall Workshop on Vision, Modeling, and Visualization (VMV) (co-sponsored by the IEEE Signal Processing Society) * Document Recognition and Retrieval (DRR) XV (part of the IS&T/SPIE International Symposium on Electronic Imaging) * ACM and IEEE Communications Society-sponsored Conference on Communication Networks and Services Research (CNSR) * International Conference on Computing: Theory and Applications (ICCTA) * Asian Applied Computing Conference (AACC) * Workshop on Computer Vision, Graphics and Image Processing (WCVGIP), India. * National Systems Conference (NSC) o Have been on the Program Committee of the IAPR-sponsored International Conference on Pattern Recognition (ICPR), The IEEE International Conference on Computer Vision (ICCV), The Asian Conference on Computer Vision (ACCV), The IUPRAI-sponsored Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP) (was also the Area Chair, Image Processing, and the Publicity Chair, for ICVGIP'10), The IEEE Workshop on Applications of Computer Vision (WACV), The IUPRAI-sponsored International Conference on Pattern Recognition and Machine Intelligence (PReMI) (was also the Publication Chair for PReMI'09), The International Conference on Computing: Theory and Applications (ICCTA), and The National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG). o Hobbies include Sketching and Painting, and Playing the Flute. International Conferences Attended: ----------------------------------- 1. IEEE Computer Society International Conference on Computer Vision and Pattern Recongition (CVPR) 2005, 2007. 2. IEEE International Conference on Image Processing (ICIP) 2004, 2010. 3. IEEE International Conference on Computer Vision (ICCV) 1998, 2001. 4. IAPR-sponsored International Conference on Pattern Recognition (ICPR) 2008, 2012. 5. Asian Conference on Computer Vision (ACCV) 2012. 6. IUPRAI-sponsored Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP) 1998, 2000, 2002, 2004, 2008, 2010, 2012, 2014. 7. IAPR-sponsored International Conference on Document Analysis and Recognition (ICDAR) 2011. 8. IAPR-sponsored International Workshop on Document Analysis Systems (DAS) 2014. 9. IEEE EMBS International Symposium on Biomedical Imaging (ISBI), 2015. 10. IEEE EMBS Engineering in Medicine and Biology Conference (EMBC), 2014. 11. IEEE EMBS Conference on Neural Engineering (NER), 2013. 12. IUPRAI-sponsored International Conference on Pattern Recognition and Machine Intelligence (PReMI), 2009, 2011. 13. Advances in Robotics (AIR), 2015, 2013. 14. IEEE Computer Society-sponsored International Conference on Computing: Theory and Applications (ICCTA) 2007. 15. Indo-Israeli Workshop on Computer Vision, 2008. 16. International Symposium on Intelligent Robotic Systems (ISIRS) 1998. 17. International Workshop on Expressive Interactions for Sustainability and Empowerment (EISE), 2009. 18. Indian Conference on Pattern Recognition, Image Processing and Computer Vision (ICPIC) 1995. National Conferences Attended: ------------------------------ 1. National Conference on Communications (NCC) 2002, 2003, 2004, 2005, 2006. 2. Workshop on Computer Vision, Graphics and Image Processing (WVGIP) Madurai, 2002. 3. IUPRAI-sponsored National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG) 2008, 2010, 2011, 2013, 2017. 4. India HCI, 2010. ================================================================= Sumantra Dutta Roy: List of Publications: ========================================= Patents: -------- o S. Chaudhury, S. Tripathi, S. Dutta Roy. "Advanced video coding with perceptual quality scalability for regions of interest." US Patent US20120170659 A1 Filed 30 December, 2011, Application number: 13/341,697 Published 12 July, 2012. o S. Chaudhury, M. Mathur, A. Khandelia, S. Tripathi, B. Lall, S. Dutta Roy, S. Gorecha. "System and Method for Object Based Parametric Video Coding." US Patent US8848802 B2 Filed 04 September, 2009, Application number: 12554579 Published 27 November, 2014. Books: ------ o A. A. Hayat, S. Chaudhary, R. A. Boby, A. D. Udai, S. Dutta Roy, S. K. Saha, S. Chaudhury. "Vision based Identification and Force control of Industrial Robots." Springer, 2022. eBook ISBN 978-981-16-6990-3, Hardcover ISBN 978-981-16-6989-7 o R. Rameshan, C. Arora, S. Dutta Roy (Eds.). "Computer Vision, Pattern Recognition, Image Processing, and Graphics.", Springer, 2018. eBook ISBN 978-981-13-0020-2, DOI 10.1007/978-981-13-0020-2, Softcover ISBN 978-981-13-0019-6 Journal Publications: --------------------- o S. Suresh, B. Das, V. Abrol, S. Dutta Roy. "Multi-class Classification using Quantum Transfer Learning." Pattern Recognition Letters, 2024. (Accepted for Publication). o G. Jaswal, A. Verma, S. Dutta Roy, R. Raghavendra. "Learning Joint Local-Global Iris Representations via Spatial Calibration for Generalized Presentation Attack Detection." IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024. (Accepted for publication). o B. Dhara, M. Agrawal, S. Dutta Roy. "Multi-class Classification using Quantum Transfer Learning." Quantum Information Processing, 2023. (Accepted for Publication). o M. Mondal, B. Das, B. Lall, P. Singh, S. Dutta Roy, S. D. Joshi. "Feature Independent Filter Pruning by Successive Layers Analysis." Computer Vision and Image Understanding, vol. 236, pp. 1 - 13, November, 2023. o A. Sharma, M. Agrawal, S. Dutta Roy, V. Gupta. "Inter-Dataset Performance Analysis of Generative Adversarial Networks for Optic Disc Segmentation Using Digital Fundus Images." Research on Biomedical Engineering, vol. 39, pp. 863 - 875, 2023. o A. Sharma, M. Agrawal, S. Dutta Roy, V. Gupta. "A Comprehensive Study of Optic Disc Detection in Artefact Retinal Images using a Deep Regression Neural Network for a fused Distance-Intensity Map." Research on Biomedical Engineering, vol. 39, pp. 639 - 653, 2023. o I. Joshi, T. Prakash, R. Kumar, A. Dantcheva, S. Dutta Roy, P. K. Kalra. "Unsupervised Domain Alignment of Fingerprint Denoising Models using Pseudo Annotations." Multimedia Tools and Applications, 2023. o B. Das, S. Dutta Roy. "Edge-Aware Image Super-Resolution using a Generative Adversarial Network." Springer Nature Computer Science (SN Computer Science), vol. 4, no. 146, 2023. o A. Sharma, M. Agrawal, S. Dutta Roy, V. Gupta. "Better Feature Extraction using Multi-Encoder Convolutional Neural Networks for Optic Cup Segmentation from Digital Fundus Images." Research on Biomedical Engineering, vol. 39, pp. 51 - 63, 2023. o I. Joshi, T. Prakash, B. S. Jaiswal, R. Kumar, A. Dantcheva, S. Dutta Roy, P. K. Kalra. "Context-aware Restoration of Noisy Fingerprints." IEEE Sensors Letters, vol. 6, no. 10, October 2022. o I. Joshi, T. Dhamija, R. Kumar, A. Dantcheva, S. Dutta Roy, P. K. Kalra. "Cross-Domain Consistent Fingerprint Denoising." IEEE Sensors Letters, vol. 6, no. 8, August 2022. o M. Mondal, B. Das, S. Dutta Roy, P. Singh, B. Lall, S. D. Joshi. "Adaptive CNN Filter Pruning using Global Importance Metric." Computer Vision and Image Understanding, vol. 222, September, 2022. o S. Yadav, S. Das, R. Murugan, S. Dutta Roy, M. Agrawal, T. Goel, A. Dutta. "Performance Analysis of Deep Neural Networks through Transfer Learning in Retinal Detachment Diagnosis using Fundus Images." Sadhana, vol 47, no. 49, 2022. o I. Joshi, A. Utkarsh, P. Singh, A. Dantcheva, S. Dutta Roy, P. K. Kalra. "On Restoration of Degraded Fingerprints." Multimedia Tools and Applications, vol. 81, pp. 35349 - 35377, 2022. o A. Sharma, M. Agrawal, S. Dutta Roy, V. Gupta, P. Vasisht, T. Sidhu. "Deep Learning to Diagnose Peripapillary Atrophy in Retinal Images along with Statistical Features." Biomedical Signal Processing and Control, vol. 64, pp. 1 - 10, February 2021. o R. Prashanth, S. Dutta Roy. "Early Detection of Parkinson's Disease through Patient Questionnaire and Predictive Modelling." International Journal of Medical Informatics, vol. 119, pp. 75 - 87, November 2018. o R. Prashanth, S. Dutta Roy. "Novel and Improved Stage Estimation in Parkinson's Disease using Clinical Scales and Machine Learning." Neurocomputing, vol. 305, pp. 78 - 103, August 2018. o M. K. Jha, R. Chaudhary, S. Dutta Roy, M. Mathur, B. Lall. "Restricted Affine Motion Compensation and Estimation in Video Coding with Particle Filtering and Importance Sampling: A Multi-Resolution Approach." Multimedia Systems, vol. 24, issue 3, pp. 271 - 284, June 2018. o M. K. Jha, S. Dutta Roy, B. Lall. "New Context of Compression Problem and Approach to Solution: A Survey of the Literature." International Journal of Signal and Imaging Systems Engineering, vol. 10, no. 4, pp. 204 - 222, 2017. o R. Prashanth, S. Dutta Roy, P. K. Mandal, S. Ghosh. "High-Accuracy Classification of Parkinson's Disease through Shape Features and Surface Fitting in 123I-Ioflupane SPECT Imaging." IEEE Journal of Biomedical and Health Informatics, vol. 21, no. 3, pp. 794 - 802, May 2017. o R. Prashanth, S. Dutta Roy, P. K. Mandal, S. Ghosh. "High-Accuracy Detection of Early Parkinson's Disease through Multimodal Features and Machine Learning." International Journal of Medical Informatics, vol. 90, pp. 13 - 21, June 2016. o S. Dutta Roy, K. Bhardwaj, R. Garg, S. Chaudhury. "Camera-based Document Image Matching using Multi-Feature Probabilistic Information Fusion." Pattern Recognition Letters, vol. 58, pp. 42 - 50, June 2015. o M. K. Jha, B. Lall, S. Dutta Roy. "DEMD-based Image Compression in a Compressive Sensing Framework." Journal of Pattern Recognition Research. vol. 9, no. 1, pp. 64 - 78, 2014. o M. K. Jha, S. Dutta Roy, B. Lall. "DEMD-based Video Coding for Textured Videos in an H.264/MPEG Framework." Pattern Recognition Letters. vol. 51, pp. 30 - 36, January 2015. o M. K. Jha, B. Lall, S. Dutta Roy. "Statistically Matched Wavelet based Texture Synthesis in a Compressive Sensing Framework." ISRN Signal Processing, Vol. 2014, Article ID 838315, 18 pages, 2014. o R. Prashanth, S. Dutta Roy, P. K. Mandal, S. Ghosh. "Automatic Classification and Prediction Models for Early Parkinson's Disease Diagnosis from SPECT Imaging." Expert Systems with Applications, vol. 41, pp. 3333 - 3342, June 2014. o S. Dutta Roy, P. Suryanarayan. "The Relation between Discrete Convolution/Correlation and String Matching, and Exploring the Possibility of a Deterministic Linear-Time Algorithm for Discrete Convolution/Correlation." IETE Journal of Education, vol. 51, no. 1, pp. 3 - 8, January - April, 2010. o K. S. Patwardhan, S. Dutta Roy. "Hand Gesture Modeling and Recognition involving Changing Shapes and Trajectories, using a Predictive EigenTracker." Pattern Recognition Letters, vol. 28, no. 3, pp. 329 - 334, February 2007. o S. Dutta Roy, S. Chaudhury, S. Banerjee. "Recognizing Large Isolated 3-D Objects through Next View Planning using Inner Camera Invariants." IEEE Transactions on Systems, Man and Cybernetics - Part B: Cybernetics, vol. 35, no. 2, pp. 282 - 292, April 2005. o U. Bhosle, S. Dutta Roy, S. Chaudhuri. "Multispectral Panoramic Mosaicing." Pattern Recognition Letters, vol. 26, no. 4, pp. 471 - 482, March 2005. o S. Dutta Roy, S. Chaudhury, S. Banerjee. "Active Recognition through Next View Planning: A Survey.'' Pattern Recognition, vol. 37, no. 3, pp. 429 - 446, March 2004. o S. Dutta Roy, S. Chaudhury, S. Banerjee. "Aspect Graph Construction with Noisy Feature Detectors." IEEE Transactions on Systems, Man and Cybernetics - Part B: Cybernetics, vol. 33, no. 2, pp. 340 - 351, April 2003. o N. Gupta, P. Mittal, S. Dutta Roy, S. Chaudhury, S. Banerjee. "Developing a Gesture-based Interface." IETE Journal of Research vol. 48, nos. 3 and 4: Special Issue on Visual Media Processing, pp. 237 - 244, May - August 2002. o U. Bhosle, S. Chaudhuri, S. Dutta Roy. "A Fast Method for Image Mosaicing using Geometric Hashing." IETE Journal of Research vol. 48, nos. 3 and 4: Special Issue on Visual Media Processing, pp. 317 - 324, May - August 2002. o S. Dutta Roy, S. Chaudhury, S. Banerjee. "Aspect Graph Based Modeling and Recognition with an Active Sensor: A Robust Approach." Proc. Indian National Science Academy (INSA) Part A, Special Issue on Image Processing, Vision and Pattern Recognition, vol. 67, no. 2, pp. 187 - 206, March 2001. o S. Dutta Roy, S. Chaudhury, S. Banerjee. "Isolated 3D Object Recognition through Next View Planning." IEEE Transactions on Systems, Man and Cybernetics - Part A: Systems and Humans, vol. 30, no. 1, pp. 67 - 76, January 2000. Papers Communicated to Journals/In Review: ------------------------------------------ Book Chapters and Refereed Conference Papers: --------------------------------------------- o I. Joshi, A. Utkarsh, T. Dhamija, P. Singh, A. Dantcheva, S. Dutta Roy, P. K. Kalra. "Channel Refinement of Fingerprint Pre-processing Models." In Intelligent Multimedia Processing and Computer Vision, S. S. Rajput, C. Chen, K. V. Arya (Eds.), IET, pp. 59 - 104, 2023. o B. Das, M. Mondal, B. Lall, S. D. Joshi, S. Dutta Roy. "Multi-band Convolutional Neural Network for Efficient Utilization of Model Parameters." In Proc. International Conference on Computer, Electronics and Electrical Engineering and Their Applications (IC2E3), 2023. o B. Das, M. Mondal, B. Lall, S. D. Joshi, S. Dutta Roy. "Altering Backward Pass Gradients to Improve Convergence." In Proc. International Conference on Software Engineering & Knowledge Engineering (SEKE), 2023. o B. Das, S. Dutta Roy. "Knowledge Diversification in Ensembles of Identical Neural Networks." In Proc. British Machine Vision Conference (BMVC), 2022. o I. Joshi, A. Utkarsh, R. Kothari, V. K. Kurmi, A. Dantcheva, S. Dutta Roy, P. K. Kalra. "On Estimating Uncertainty of Fingerprint Enhancement Models." In "Digital Image Enhancement and Reconstruction," S. S. Rajput, N. U. Khan, A. K. Singh, K. V. Arya (Eds.), pp. 29 - 68, Elsevier, 2023. o T. Tsoy, R. Safin, E. A. Martinez-Garcia, S. Dutta Roy, S. K. Saha, E. Magid. "Exhaustive Simulation Approach for a Virtual Camera Calibration Evaluation in Gazebo." In Proc. IEEE International Conference on Automation, Robotics and Applications (ICARA), pp. 233 - 238, 2022. o R. Safin, R. Lavrenov, T. Tsoy, E. Magid, M. Svinin, S. Dutta Roy, S. K. Saha. "Prioritizing Tasks Within a Robotic Transportation System for a Smart Hospital Environment." In "Interactive Collaborative Robotics," A. Ronzhin, G. Rigoll, R. Meshcheryakov (Eds.), Lecture Notes in Artificial Intelligence vol. 12998, pp. 182 - 193, Springer, 2021. o S. S. S. Katta, A. Javed, S. Chaudhary, S. Dutta Roy, C. Arora, S. K. Saha, E. Magid. "Pose Estimation of 5-DOF Manipulator using On-Body Markers." In Proc. IEEE International Conference on Control, Automation and Systems (ICCAS), pp. 897 - 902, 2021. o I. Joshi, A. Utkarsh, R. Kothari, V. K. Kurmi, A. Dantcheva, S. Dutta Roy, P. K. Kalra. "Data Uncertainty Guided Noise-aware Preprocessing Of Fingerprints." In Proc. International Joint Conference on Neural Networks (IJCNN), 2021. o I. Joshi, A. Utkarsh, R. Kothari, V. K. Kurmi, A. Dantcheva, S. Dutta Roy, P. K. Kalra. "On Learning Sensor-invariant Features For Fingerprint ROI Segmentation Using Recurrent Adversarial Learning." In Proc. International Joint Conference on Neural Networks (IJCNN), 2021. o I. Joshi, R. Kothari, A. Utkarsh, V. K. Kurmi, A. Dantcheva, S. Dutta Roy, P. K. Kalra. "Explainable Fingerprint ROI Segmentation Using Monte Carlo Dropout." In Proc. IEEE Winter Conference on Applications of Computer Vision (WACV) Workshop on Explainable & Interpretable Artificial Intelligence For Biometrics, 2021. o G. Jaswal, S. Srirangarajan, S. Dutta Roy. "Range-Doppler Hand Gesture Recognition using Deep Residual-3DCNN with Transformer Network." In Proc. IAPR Workshop on Mulitmodal Pattern Recognition of Social Signals in Human Computer Interaction (MPRSS), 2020 (Workshop associated with the IAPR-sponsored International Conference on Pattern Recognition (ICPR) 2020), A. Del Bimbo, R. Cucchiara, S. Sclaroff, G. M. Farinells, T. Mei, M. Bertini, H. J. Escalante, R. Vezzani (Eds.), LNCS 12666, pp. 759 - 772, Springer, 2021. o I. Joshi, A. Anand, S. Dutta Roy, P. K. Kalra. "On Training Generative Adversarial Network for Enhancement of Latent Fingerprints." In "AI and Deep Learning in Biometric Security: Trends, Potential and Challenges," G. Jaswal, V. Kanhangad, R. Ramachandra (Eds.), CRC Press, Taylor and Francis, 2020. o A. Sharma, M. Agrawal, S. Dutta Roy, V. Gupta. "Automatic Glaucoma Diagnosis in Digital Fundus Images Using Deep CNNs." In "Advances in Computational Intelligence Techniques," S. Jain, M. Sood, S. Paul (Eds.), Springer, pp. 37 - 52, 2020. o A. Sharma, M. Agrawal, S. Dutta Roy, V. Gupta, P. Vashist, T. Sidhu. "Optic Disc Segmentation in Fundus Images Using Anatomical Atlases with Nonrigid Registration." In "Computer Vision Applications," C. Arora, K. Mitra (Eds.), Springer, pp. 14 - 27, 2019. o M. Yadav, C. Kishore, I. N. Kar, S. Dutta Roy. "Acceleration Command based Visual Servoing with Artificial Induced Time-Delay." In Proc. Advances in Robotics (AIR), ACM New York, NY, USA, 2019. o S. Chaudhary, S. Zakhami, S. Dutta Roy. "Visual Feedback based Trajectory Planning to Pick an Object and Manipulation using Deep Learning." In Proc. Advances in Robotics (AIR), ACM New York, NY, USA, 2019. o A. Jain, H. Singh, R. A. Boby, S. K. Saha, S. Kumar, S. Dutta Roy. "Repeatability Measurement and Kinematic Identification of LBR IIWA 7 R800 using Monocular Camera." In Proc. Advances in Robotics (AIR), ACM New York, NY, USA, 2019. o I. Joshi, A. Anand, M. Vatsa, R. Singh, S. Dutta Roy, P. K. Kalra. "Latent Fingerprint Enhancement using Generative Adverserial Networks." In Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), 2019. o A. Sharma, M. Aggarwal, S. Dutta Roy, V. Gupta, P. Vashisht, T. Sidhu. "Optic Disk Segmentation in Fundus Images using Anatomical Atlases with Nonrigid Registration." In Proc. Workshop on Computer Vision Applications (WCVA), 2018. o M. Roy, R. A. Boby, S. Chaudhary, S. Chaudhury, S. Dutta Roy, S. K. Saha. "Pose Estimation of Texture-less Objects in Bin Picking using Sensor Fusion." In Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 2279 - 2284, 2016. o S. Chaudhary, R. Sadanand, S. Dutta Roy, S. Chaudhury. "Pose Estimation of a Titled Pellet using Single View from Robot Mounted Camera." In Proc. Advances in Robotics (AIR), ACM New York, NY, USA, 2015. o N. A. Bhalchandra, R. Prashanth, S. Dutta Roy, S. Noronha. "Early Detection of Parkinson's Disease through Shape Based Features from 123I-Ioflupane SPECT Imaging." In Proc. IEEE EMBS International Symposium on Biomedical Imaging (ISBI), 2015. o A. Bansal, G. Harit, S. Dutta Roy. "Table Extraction from Document Images using Fixed Point Model." In Proc. IUPRAI-sponsored Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), 2014. o R. Prashanth, S. Dutta Roy, P. K. Mandal, S. Ghosh. "Parkinson's Disease Detection using Olfactory Loss and REM Sleep Disorder Features." In Proc. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 5764 - 5767, 2014. [Third prize in the Best Student Paper Award contest in BRAIN (Brain Research through Advancing Innovative Neurotechnologies) 2014, sponsored by the Institute for Engineering in Medicine. http://www.embs.org/news/394-brain-2014-student-paper-competition-winners] o A. Bansal, S. Chaudhury, S. Dutta Roy, J. B. Srivastava. "Newspaper Article Extraction Using Hierarchical Fixed Point Model." In Proc. IAPR International Conference on Document Analysis Systems (DAS), pp. 257 - 261, 2014. o P. Ravindran, S. Dutta Roy, P. Mandal, S. Ghosh. "Surface fitting in SPECT imaging useful for Detecting Parkinson's Disease and Scans Without Evidence of Dopaminergic Deficit SWEDD." In Proc. IUPRAI-sponsored National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), 2013. o K. Bhardwaj, S. Chaudhury, S. Dutta Roy. "Augmented Paper System: A Framework for Users Personalized Workspace." In Proc. IUPRAI-sponsored National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG)}, 2013. o A. Miglani, S. Dutta Roy, S. Chaudhury, J. B. Srivastava. "Complete Visual Metrology using Relative Affine Structure." In Proc. IUPRAI-sponsored National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG)}, 2013. o A. Miglani, S. Dutta Roy, S. Chaudhury, J. B. Srivastava. "Symmetry based 3D Reconstruction of Repeated Cylinders." In Proc. IUPRAI-sponsored National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG)}, 2013. o P. Ravindran, S. Dutta Roy, S. Ghosh, P. Mandal. "Shape Features as Biomarkers in Early Parkinson's Disease." In Proc. IEEE EMBS Conference on Neural Engineering (NER), pp. 517 - 520, 2013. o R. Garg, A. Bansal, S. Chaudhury, S. Dutta Roy. "Text Graphic Separation in Indian Newspapers." In Proc. 4th International Multilingual OCR (MOCR), 2013 (Workshop associated with the IAPR-sponsored International Conference on Document Analysis and Recognition (ICDAR) 2013). o P. Tiwan, R. A. Boby, S. Dutta Roy, S. Chaudhury, S. K. Saha. "Cylindrical Pellet Pose Estimation in Clutter using a Single Robot Mounted Camera." In Proc. Advances in Robotics (AIR), ACM New York, NY, USA, 2013. o K. Bhardwaj, S. Chaudhury, S. Dutta Roy. "An Empirical Intrinsic Mode based Characterization of Indian Scripts." In Proc. Workshop on Document Analysis and Recognition (DAR), pp. 120 - 123, ACM New York, NY, USA, 2012. o A. Bansal, S. Chaudhury, S. Dutta Roy. "A Novel LDA and HMM-based Technique for Emotion recognition from Facial Expressions." In Proc. 1st IAPR Workshop on Mulitmodal Pattern Recognition of Social Signals in Human Computer Interaction (MPRSS), 2012 (Workshop associated with the IAPR-sponsored International Conference on Pattern Recognition (ICPR) 2012): F. Schwenker, S. Scherer, L.-P. Morcency (Eds.): MPRSS 2012; LNAI 772, 2013. o A. Singhal, S. Chaudhury, S. Dutta Roy. "Shiksha: A Novel Architecture for Tele-teaching Using Handwriting as a Perceptually Significant Temporal Media." In Proc. 1st Indo-Japan Conference on Perception and Machine Intelligence (PerMIn), 2012: M. K. Kundu et al. (Eds.): PerMIn 2012, LNCS 7143, pp. 137 - 144, 2012. o S. Dutta Roy, S. Gupta, I. Gupta, K. Bhardwaj, S. Chaudhury. "Multi-Resolution Probabilistic Information Fusion for Camera-based Document Image Matching." In Proc. IUPRAI-sponsored National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), pp. 62 - 65, 2011. o M. K. Jha, B. Lall, S. Dutta Roy. "Video Compression Scheme using DEMD based Texture Synthesis." In Proc. IUPRAI-sponsored National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), pp. 90 - 93, 2011. o S. Chaudhury, S. Ghosh, A. Basu, B. Lall, S. Dutta Roy, L. Choudhury, Prashanth R., A. Singh, A. Maniyar. "Perception-based Design for Tele-presence." In Proc. IUPRAI-sponsored International Conference on Pattern Recognition and Machine Intelligence (PReMI), 2011: S. O. Kuznetsov et al. (Eds.): PReMI 2011, LNCS 6744, pp. 154 - 159, 2011. o M. Alwani, R. Chaudhary, M. Mathur, S. Dutta Roy, S. Chaudhury. "Restricted Affine Motion Compensation in Video Coding using Particle Filtering." In Proc. IUPRAI-sponsored Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), pp. 479 - 484, 2010. o S. Chaudhury, M. Jindal, S. Dutta Roy. "Model-Guided Segmentation and Layout Labelling of Document Images using a Hierarchical Conditional Random Field." In Proc. IUPRAI-sponsored International Conference on Pattern Recognition and Machine Intelligence (PReMI), 2009: S. Chaudhury et al. (Eds.): PReMI 2009, LNCS 5909, pp. 375 - 380, 2009. o C. Mamidipally, S. B. Noronha, S. Dutta Roy. "Automated Identification of Protein Structural Features." In Proc. IUPRAI-sponsored International Conference on Pattern Recognition and Machine Intelligence (PReMI), 2009: S. Chaudhury et al. (Eds.): PReMI 2009, LNCS 5909, pp. 171 - 176, 2009. o K. S. Patwardhan, S. Dutta Roy. "Modelling and Recognising Spatio-Temporal Hand Gestures with an Uncalibrated Camera." In Proc. UKINIT-sponsored International Workshop on Expressive Interaction for Sustainability and Empowerment (EISE), pp. 39 - 45, 2009. o S. Tripathi, S. Chaudhury, S. Dutta Roy. "Online Improved EigenTracking." In Proc. IUPRAI-sponsored International Conference on Advances in Pattern Recognition (ICAPR), pp. 278 - 281, 2009. o S. Dutta Roy, S. D. Tran, L. S. Davis, B. Sreenivasa Vikram. "Multi-Resolution Tracking in Space and Time." In Proc. IUPRAI-sponsored Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), pp. 352 - 358, 2008. o N. Jain, S. Chaudhury, S. Dutta Roy, P. Mukherjee, K. Seal, K. Talluri. "A Novel Learning-based Framework for Detecting Interesting Events in Soccer Videos." In Proc. IUPRAI-sponsored Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), pp. 119 - 125, 2008. o S. Chaudhury, S. Tripathi, S. Dutta Roy. "Parametric Video Compression using Appearance Space." In Proc. IAPR-sponsored International Conference on Pattern Recognition (ICPR), 2008. o A. Shetty, S. Dutta Roy, S. Chaudhuri. "Importance Sampling Based Probabilistic EigenTracker." In Proc. IUPRAI-sponsored National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), pp. 170 - 174, 2008. o C. Mamidipally, S. B. Noronha, S. Dutta Roy. "A Novel Method for Feature Identification of Proteins." In Proc. The 2007 International Conference on Bioinformatics and Computational Biology (BIOCOMP'07), vol. 2, pp. 392 -- 399, 2007. o Pradeep Kumar P, P. Rao, S. Dutta Roy. "Note Detection in Natural Humming." In Proc. International Conference on Computational Intelligence and Multimedia Applications (ICCIMA), vol. IV, pp. 176 - 180, 2007. o V. Srikrishnan, S. Chaudhuri, S. Dutta Roy, D. Sevcovic. "On Stabilisation of Parametric Active Contours." In Proc. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2007. o P. Kumar, M. Joshi, S. Hariharan, S. Dutta Roy, P. Rao. "Sung Note Segmentation for a Query-by-Humming System." In Proc. International Workshop on Artificial Intelligence and Music (MUSIC-AI) (held in conjunction with the International Joint Conference on Artificial Intelligence (IJCAI)), pp. 117 - 128, 2007. o V. Srikrishnan, S. Chaudhuri, S. Dutta Roy. "Stabilisation of Active Contours using Tangential Evolution: An Application to Tracking." In Proc. IEEE Computer Society-sponsored International Conference on Computing: Theory and Applications (ICCTA), pp. 660 - 664, 2007. o S. Dutta Roy, P. Rao, R. Bhargava. "Optimal Parameter Estimation and Performance Modelling in Melodic Contour-Based QBH Systems." In Proc. National Conference on Communications (NCC), pp. 199 - 202, 2006. o S. Dutta Roy, P. Rao, A. S. Galinde, R. Bhargava. "Melodic Contour-Based QBH Systems: Analytical Modeling and Performance Evaluation." In Proc. National Conference on Communications (NCC), pp. 475 - 479, 2005. o S. Dutta Roy, N. Kulkarni. "Active 3-D Object Recognition using Appearance-Based Aspect Graphs." In Proc. IUPRAI-sponsored Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), pp. 40 - 45, 2004. o K. S. Patwardhan, S. Dutta Roy. "Dynamic Hand Gesture Recognition using Predictive EigenTracker." In Proc. IUPRAI-sponsored Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), pp. 675 - 680, 2004. o R. Boro, S. Dutta Roy. "Fast and Robust Projective Matching for Fingerprints using Geometric Hashing." In Proc. IUPRAI-sponsored Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), pp. 681 - 686, 2004. o P. Madhusoodhanan, S. Dutta Roy. "Robust Fingerprint Classification using an Eigen Block Directional Approach." In Proc. IUPRAI-sponsored Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), pp. 605 - 610, 2004. o N. Gupta, P. Mittal, K. S. Patwardhan, S. Dutta Roy, S. Chaudhury, and S. Banerjee. "On-line Predictive Appearance-based Tracking." In Proc. IEEE International Conference on Image Processing (ICIP), pp. 1041 - 1044, 2004. o K. A. Barhate, K. S. Patwardhan, S. Dutta Roy, S. Chaudhuri, S. Chaudhury. "Robust Shape Based Two Hand Tracker." In Proc. IEEE International Conference on Image Processing (ICIP), pp. 1017 - 1020, 2004. o K. A. Barhate, K. S. Patwardhan, S. Dutta Roy, S. Chaudhuri, S. Chaudhury. "Robust Two Hand Tracker using Predictive EigenTracking." In Proc. National Conference on Communications (NCC), pp. 101 - 105, 2004. o S. Dutta Roy, P. Rao, A. S. Galinde. "Contour-Based Melody Representation: An Analytical Study" In Proc. National Conference on Communications (NCC), pp. 536 - 540, 2004. o U. Bhosle, S. Dutta Roy, S. Chaudhuri. "Multispectral Panoramic Mosaicing." In Proc. IUPRAI-sponsored International Conference on Advances in Pattern Recognition (ICAPR), pp. 188 - 191, 2003. o V. Deodeshmukh, S. Chaudhuri, S. Dutta Roy. "Cooperative Infrared and Visible Band Tracking." In Proc. IUPRAI-sponsored International Conference on Advances in Pattern Recognition (ICAPR), pp. 402 - 405, 2003. o U. Bhosle, S. Chaudhuri, S. Dutta Roy. "Background Mosaicing for Scenes with Moving Objects." In Proc. National Conference on Communications (NCC), pp. 85 - 89, 2003. o N. Gupta, P. Mittal, S. Dutta Roy, S. Chaudhury, S. Banerjee. "CONDENSATION-based Predictive EigenTracking." In Proc. IUPRAI-sponsored Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), pp. 49 - 54. o U. Bhosle, S. Chaudhuri, S. Dutta Roy. "The Use of Geometric Hashing for Automatic Image Mosaicing." In Proc. National Conference on Communications (NCC), pp. 533 - 537, 2002. o N. Gupta, P. Mittal, S. Dutta Roy, S. Chaudhury, S. Banerjee. "A Predictive Scheme for Appearance-based Hand Tracking." In Proc. National Conference on Communications (NCC), pp. 513 - 522, 2002. o S. Dutta Roy, S. Chaudhury, S. Banerjee. "Recognizing Large 3-D Objects through Next View Planning using an Uncalibrated Camera." In Proc. IEEE International Conference on Computer Vision (ICCV), IEEE Computer Press, pp. II: 276 - 281, 2001. o S. Dutta Roy, S. Chaudhury, S. Banerjee. "Part-based Isolated 3-D Object Recognition through Next View Planning using Inner Camera Invariants." In Proc. Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), pp. 87 - 94, 2000. o M. Werman, S. Banerjee, S. Dutta Roy, M. Qiu. "Robot Localization Using Uncalibrated Camera Invariants." In Proc. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Computer Press, pp. II: 353 - 359, 1999. o S. Dutta Roy, S. Chaudhury, S. Banerjee. "Aspect Graph Construction with Noisy Feature Detectors." In Computer Vision, Graphics and Image Processing: Recent Advances, S. Chaudhury, S. K. Nayar (Eds.), Viva Books Private Limited, pp. 166 - 172, 1999. o S. Dutta Roy, S. Chaudhury, S. Banerjee. "Isolated 3D Object Recognition through Next View Planning." In Intelligent Robotic Systems, M. Vidyasagar (Ed.), Tata McGraw-Hill Publishing Company Limited, New Delhi, pp. 494 - 501, 1998. o S. Dutta Roy, S. Chaudhury, S. Banerjee. "3D Object Recognition through Next View Planning." In Pattern Recognition, Image Processing and Computer Vision: Recent Advances, P. P. Das, B. N. Chatterji (Eds.), Narosa Publishing House, pp. 241 - 246, 1996. Papers Communicated to Conferences/In Review -------------------------------------------- Technical Magazine and Newsletter Articles: ------------------------------------------- o S. Dutta Roy. "Active 3-D Object Recognition through Next View Planning." [Invited article] IEEE Systems, Man and Cybernetics (SMC) eNewsletter, June 2005. http://www.ieeesmc.org/announcements/Newsletter/June2005/ROY.php