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.

    • Books:

  • 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
    PDF Version     [On Springer] [On SpringerLink]

  • 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
    PDF Version     [On Springer] [On SpringerLink]

    • Journal Publications:

  • S. Suresh, B. Das, V. Abrol, S. Dutta Roy. "On Characterizing the Evolution of Embedding Space of Neural Networks using Algebraic Topology." Pattern Recognition Letters, 2024. (Accepted for Publication)
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  • 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)
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  • B. Dhara, M. Agrawal, S. Dutta Roy. "Multi-class Classification using Quantum Transfer Learning." Quantum Information Processing, 2023. (Accepted for Publication)
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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, pp. 1 - 10, September 2022.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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. 201 - 222, 2017.
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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, vol. 21, no. 3, pp. 794 - 802, May 2017.
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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, June 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, June 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, January 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, June 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:

  • 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.
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  • 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.
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  • 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.
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  • 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.), Elsevier, pp. 29 - 68, 2023.
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  • B. Das, S. Dutta Roy. "Knowledge Diversification in Ensembles of Identical Neural Networks." In Proc. British Machine Vision Conference (BMVC), 2022.
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  • 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), 2022.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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, 2020.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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.
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  • 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).
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  • 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.
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  • 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.
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  • A. Bansal, S. Chaudhury, S. Dutta Roy. "A Novel LDA and HMM-based Technique for Emotion recognition from Facial Expressions." In Proc. 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.
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  • 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.
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  • 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, 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, 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, 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, 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, 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, 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, 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.
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  • 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.
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  • 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.


    • 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