Sumantra Dutta Roy: Publications


The following on-line publications are preprints. Copyright and all rights therein belong to the publishers of the Journals, and Conference Proceedings, and Books.

Ph.D. Thesis:

S. Dutta Roy
"Active Object Recognition through Next View Planning"
Department of Computer Science and Engineering, Indian Institute of Technology,
Hauz Khas, New Delhi - 100 016, INDIA
August 2000
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Patents:

  • 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.

  • 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.
  • Journal Publications:

  • 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, 2017 (accepted for publication).
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  • R. Prashanth, S. Dutta Roy, P. K. Mandal, S. Ghosh. "High-Accuracy Classification of Parkinson's Disease through Shape Analysis and Surface Fitting in 123I-Ioflupane SPECT Imaging." IEEE Journal of Biomedical and Health Informatics, 2016 (accepted for publication).
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  • 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, 2016.
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  • 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, 2015.
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  • 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.
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  • 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, 2015.
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  • 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.
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  • 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, 2014.
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  • 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.
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  • 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.
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  • S. Dutta Roy, S. Chaudhury, and 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.
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  • U. Bhosle, S. Dutta Roy, S. Chaudhuri. "Multispectral Panoramic Mosaicing." Pattern Recognition Letters, vol. 26, no. 4, pp. 471 - 482, March 2005.
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  • S. Dutta Roy, S. Chaudhury, and S. Banerjee. "Active Recognition through Next View Planning: A Survey.'' Pattern Recognition, vol. 37, no. 3, pp. 429 - 446, March 2004.
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  • S. Dutta Roy, S. Chaudhury, and 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.
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  • N. Gupta, P. Mittal, S. Dutta Roy, S. Chaudhury, and 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.
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  • 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.
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  • S. Dutta Roy, S. Chaudhury, and 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.
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  • S. Dutta Roy, S. Chaudhury, and 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.
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  • Book Chapters and Refereed Conference Papers:

  • 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), 2016. Download [IITD Internal Link]

  • S. Chaudhary, R. Sadanand, S. Dutta Roy, S. Chaudhury. "Pose Estimation of a Tilted Pellet using Single View from Robot Mounted Camera." In Proc. Advances in Robotics (AIR), ACM New York, NY, USA, 2015. Download [IITD Internal Link]

  • 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.
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  • 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.
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  • 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.]
    Link on IEEE EMBS site: http://www.embs.org/news/394-brain-2014-student-paper-competition-winners

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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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. Download [IITD Internal Link]

  • 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). Download [IITD Internal Link]

  • 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. Download [IITD Internal Link]

  • 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. Download [IITD Internal Link]

  • 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. Download [IITD Internal Link]

  • 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. Download [IITD Internal Link]

  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • S. Chaudhury, S. Tripathi, S. Dutta Roy. "Parametric Video Compression using Appearance Space." In Proc. IAPR-sponsored International Conference on Pattern Recognition (ICPR), 2008.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • V. Srikrishnan, S. Chaudhuri, S. Dutta Roy. "Stabilisation of Active Contours using Tangential Evolution: An Application to Tracking." In Proc. International Conference on Computing: Theory and Applications (ICCTA), pp. 660 - 664, 2007.
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  • S. Dutta Roy, P. Rao, R. Bhargava. "Optimal Parameter Estimation and Performance Modelling in Melodic Contour-Based QBH Systems." In Proc. National Conference on Communication (NCC), pp. 199 - 202, 2006.
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  • 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 Communication (NCC), pp. 475 - 479, 2005.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • K. A. Barhate, K. S. Patwardhan, S. Dutta Roy, S. Chaudhuri, and S. Chaudhury. "Robust Shape Based Two Hand Tracker." In Proc. IEEE International Conference on Image Processing (ICIP), pp. 1017 - 1020, 2004.
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  • 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 Communication (NCC), pp. 101 - 105, 2004.
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  • S. Dutta Roy, P. Rao, A. S. Galinde. "Contour-Based Melody Representation: An Analytical Study." In Proc. National Conference on Communication (NCC), pp. 536 - 540, 2004.
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  • 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.
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  • 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.
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  • 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.
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  • 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, 2002.
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  • U. Bhosle, S. Chaudhuri, and S. Dutta Roy. "The Use of Geometric Hashing for Automatic Image Mosaicing." In Proc. National Conference on Communications (NCC), pp. 533 - 537, 2002.
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  • 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.
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  • S. Dutta Roy, S. Chaudhury, and 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.
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  • S. Dutta Roy, S. Chaudhury, and 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.
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  • M. Werman, S. Banerjee, S. Dutta Roy and 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.
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  • S. Dutta Roy, S. Chaudhury, and S. Banerjee. "Aspect Graph Construction with Noisy Feature Detectors." In Computer Vision, Graphics and Image Processing: Recent Advances, S. Chaudhury and S. K. Nayar (Eds.), Viva Books Private Limited, pp. 166 - 172, 1999.
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  • S. Dutta Roy, S. Chaudhury, and 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.
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  • S. Dutta Roy, S. Chaudhury, and S. Banerjee. "3D Object Recognition through Next View Planning." In Pattern Recognition, Image Processing and Computer Vision: Recent Advances, P. P. Das and B. N. Chatterji (Eds.), Narosa Publishing House, pp. 241 - 246, 1996.


  • Technical Magazine and Newsletter Articles:

  • S. Dutta Roy. "Active 3-D Object Recognition through Next View Planning." [Invited article] IEEE Systems, Man and Cybernetics (SMC) eNewsletter, June 2005.
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  • Sumantra Dutta Roy, Department of Electrical Engineering, IIT Delhi, Hauz Khas,
    New Delhi - 110 016, INDIA. sumantra@ee.iitd.ac.in