Dr. Prithwijit Guha
Assistant Professor
Department of EEE
Room No : G-101
Webmail : pguha[AT]iitg.ac.in
Phone : +91 (361) 258 3452

Journals

  1. Raghvendra Kannao, Prithwijit Guha, Success based Locally Weighted Multiple Kernel Combination, Pattern Recognition, Vol. 68, pp. 38-51, August 2017.

  2. Tripuresh Mishra, Prithwijit Guha, Ashish Dutta and K.S. Venkatesh, Stochastic Re-grasp Planning for Vision Aided Capture of Deforming and Moving Object, Journal of Mechatronics, Elsevier, Volume 19, Number 4, pp. 510 - 519, June 2009.

  3. Prasad Kulkarni, Dip Goswami, Prithwijit Guha and Ashish Dutta, Path Planning for a Statically Stable Biped Robot using PRM and Reinforcement Learning, Journal of Intelligent and Robotic Systems, Springer, Volume 47, Number 3, pp. 197 - 214, November 2006.

  4. R. Chakrabarti, P. K. Hota, Prithwijit Guha, Economic Load Scheduling Applying Artificial Neural Networks, Journal of the Institution of Engineers (India), Volume 83, pp. 8 - 12, June 2002.

Book Chapters

  1. Prithwijit Guha, Amitabha Mukerjee and K.S. Venkatesh, Occlusion Sequence Mining for Activity Discovery from Surveillance Videos, In Pattern Recognition Technologies and Applications: Recent Advances, Idea-Group Inc. Chapter - IX, pp. 212 - 226. [Extended Version of ICPR 2006 Paper]

  2. Prithwijit Guha and Amitabha Mukerjee, Language Label Learning for Visual Concepts Discovered from Video Sequences, In Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint. Lecture Notes in Computer Science (LNCS), Springer, Volume 4840, pp. 91-105 [Extended Version of WACS 2007 Paper]

Conferences

  1. Pranay Kate, Mathew Francis and Prithwijit Guha, Visual Tracking with Breeding Fireflies using Brightness from Background-Foreground Information, 24th International Conference on Pattern Recognition (ICPR 2018), Beijing, pp. 2570-2575, IEEE, August 20 - 24, 2018.

  2. Shikha Baghel, S.R. Mahadeva Prasanna and Prithwijit Guha, Excitation Source Feature for Discriminating Souted and Normal Speech, International Conference on Signal Processing and Communications (SPCOM 2018), Bangalore, July 16 - 19, 2018.

  3. Ameya Godbole, Spoorthy Bhat and Prithwijit Guha, Progressively Balanced Multi-class Neural Trees, National Conference on Communications (NCC 2018), Hyderabad, February 25 - 28, 2018.

  4. Mathew Francis and Prithwijit Guha, Object Tracking with Classification Score Weighted Histogram of Sparse Codes, The 7th International Conference on Pattern Recognition and Machine Intelligence (PreMI 2017), Lecture Notes in Computer Science (LNCS), Vol. 10597, pages 162-169, Kolkata, December 5-8, 2017.

  5. Shikha Baghel, S.R. Mahadeva Prasanna, Prithwijit Guha, Classification of Multi-speaker Shouted Speech and Single Speaker Normal Speech, IEEE Region Ten Conference (TENCON 2016), Malaysia, 5-8 November, 2016.

  6. Raghvendra Kannao, Prithwijit Guha, Generic TV Advertisement Detection using Progressively Balanced Perceptron Trees, Tenth Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP 2016), Guwahati (India), 18-22 December, 2016.

  7. Gitimoni Saikia, Saroj Shivagunde, Vijaya Saradhi, Raghvendra Kannao, Prithwijit Guha, Multiple Kernel Learning Using Data Envelopment Analysis and Feature Vector Selection and Projection, 23rd International Conference on Pattern Recognition (ICPR 2016), Cancun (Mexico), 4-8 December, 2016

  8. Tanmay Shankar, Santosha Kumar Dwivedy, Prithwijit Guha, Reinforcement Learning via Recurrent Convolutional Neural Networks, 23rd International Conference on Pattern Recognition (ICPR 2016), Cancun (Mexico), 4-8 December, 2016

  9. Raghvendra Kannao, Prithwijit Guha, Story Segmentation in TV News Broadcast Videos, 23rd International Conference on Pattern Recognition (ICPR 2016), Cancun (Mexico), 4-8 December, 2016

  10. Shikha Baghel, Banriskhem K Khonglah, S.R. Mahadeva Prasanna, Prithwijit Guha, Shouted/Normal Speech Classification using Speech specific Features, IEEE Region Ten Conference (TENCON 2016), pages 1655 - 1659, Singapore, 22-25 November 2016.

  11. Raghvendra Kannao, Durgaprasad Dandi, Swamy Yellapu, Prithwijit Guha, News Program Detection in TV Broadcast Videos, Proceedings of ACM Multimedia, pages 546-550, Amsterdam (Netherlands), 15-19 October, 2016.

  12. Raghvendra Kannao and Prithwijit Guha, TV Commercial Detection using Success based Locally Weighted Kernel Combination, The 22nd International Conference on MultiMedia Modeling (MMM 2016), Lecture Notes in Computer Science (LNCS), Vol. 9516, Springer, pp. 793-805, Miami (USA), 4-6 January, 2016.

  13. Sourav Garg, Ehtesham Hassan, Swagat Kumar and Prithwijit Guha, A Hierarchical Frame-by-Frame Association Method based on Graph Matching for Multi-Object Tracking, The 11th International Symposium on Visual Computing (ISVC 2015), Lecture Notes in Computer Science (LNCS), Vol. 9474, Springer, pp. 138 - 150, Las Vegas (USA), 14 - 16 December, 2015.

  14. Mathew Francis, Ratnakaram Rajesh and Prithwijit Guha, PD-Shift: Patch Detector Shift Based Tracker, Proceedings of the 5th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG 2015), Patna, 16 - 19 December, 2015.

  15. Raghvendra Kannao and Prithwijit Guha, TV Advertisement Detection For News Channels Using Local Success Weighted SVM Ensemble, Proceedings of the 12th IEEE India International Conference (INDICON 2015), New Delhi, 17 - 20 December, 2015.

  16. Ratnakaram Rajesh, Mathew Francis and Prithwijit Guha, Tracking Under Scaling And Rotations Using Stochastic Mean Shift, Proceedings of the 12th IEEE India International Conference (INDICON 2015), New Delhi, 17 - 20 December, 2015.

  17. Raghvendra Kannao and Prithwijit Guha, Overlay Text Extraction From TV News Broadcast, Proceedings of the 12th IEEE India International Conference (INDICON 2015), New Delhi, 17 - 20 December, 2015.

  18. Raghvendra Kannao and Prithwijit Guha, A Novel Local Success Weighted Ensemble Classifier, The 3rd Asian Conference on Pattern Recognition (ACPR 2015), Kuala Lumpur (Malaysia), 3 - 6 November, 2015.

  19. Sourav Garg, Rajesh Ratnakaram, Swagat Kumar and Prithwijit Guha, An Occlusion Reasoning Scheme for Monocular Pedestrian Tracking in Dynamic Scenes, The 12th IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS 2015), Karlsruhe (Germany), 25 - 28 August, 2015. 

  20. Apporv Vyas, Raghvendra Kannao, Vineet Bhargava and Prithwijit Guha, Commercial Block Detection in Broadcast News Videos, Proceedings of the 9th Indian Conference on Vision, Graphics and Image Processing (ICVGIP 2014), Bangalore, 14 - 17 December, 2014.

  21. Macrina Lobo, Mayank Pratap Singh, Raghvendra Kannao and Prithwijit Guha, A Novel Method for Face Track Linking in Videos, Proceedings of the 9th Indian Conference on Vision, Graphics and Image Processing (ICVGIP 2014), Bangalore, 14 - 17 December, 2014.

  22. Prithwijit Guha and Amitabha Mukerjee, Unsupervised Language Learning for Discovered Visual Concepts, The 11th Asian Conference on Computer Vision (ACCV 2012), Lecture Notes in Computer Science (LNCS), Vol. 7727, Springer, pp. 524 - 537, Daejeon (South Korea), 5 - 9 November, 2012.

  23. Nipun Pande, Mayank Jain, Dhawal Kapil and Prithwijit Guha, The Video Face Book, In Proceedings of the 18th International Conference on Multimedia Modeling (MMM 2012), LNCS 7131, pp. 495-506, Klagenfurt (Austria), 4 - 6 January, 2012

  24. Prithwijit Guha, Amitabha Mukerjee and K.S. Venkatesh, Activity Discovery using Compressed Suffix Trees, The 16th International Conference on Image Analysis and Processing (ICIAP 2011), Lecture Notes in Computer Science (LNCS), Vol. 6979, Springer, pp. 69 - 78, Ravenna (Italy), 14 - 16 September, 2011

  25. Prithwijit Guha, Amitabha Mukerjee and K.S. Venkatesh, Formulation, Detection and Application of Occlusion States (Oc-7) in the Context of Multiple Object Tracking, The 8th IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS 2011), Klagenfurt (Austria), August 30 - September 2, 2011

  26. Prithwijit Guha, Amitabha Mukerjee and K.S. Venkatesh, OCS-14: You can get Occluded in Fourteen Ways, The 22nd International Joint Conference on Artificial Intelligence (IJCAI 2011), pp. 1665-1670, Barcelona, 16 - 22 July, 2011

  27. Prithwijit Guha, Mayank Jain, Nipun Pande and Tavleen Oberoi, Multiple Face Tracking with Appearance Modes and Reasoning, The 15th International Conference on Image Processing, Computer Vision and Pattern Recognition (IPCV 2011), pp. 375 - 380, Las Vegas, 18 - 21 July, 2011

  28. Nipun Pande and Prithwijit Guha, OSiMa: Human Pose Estimation from a Single Image, The 4th International Conference on Pattern Recognition and Machine Intelligence (PReMI 2011), Lecture Notes in Computer Science (LNCS), Vol. 6744, Springer, pp. 200 - 205, Moscow, June 27 - July 1, 2011

  29. Akhilesh Sinha, Prithwijit Guha and Amitabha Mukerjee, Back to the Future: Robust Foreground Extraction with Reversed Time Background Modeling, In Proceedings of The 19th International Conference on Pattern Recognition (ICPR 2008), Florida, 8 - 11 December, 2008.

  30. Sudipto Nandi, Prithwijit Guha and K.S. Venkatesh, Objects from Animacy: Discovery in Joint Shape and Haar Feature Space, Proceedings of the 6th Indian Conference on Vision, Graphics and Image Processing (ICVGIP 2008), pp. 730 - 737, Bhubaneswar, 16 - 19 December, 2008.

  31. Pabboju Sateesh Kumar, Prithwijit Guha and Amitabha Mukerjee, Color and Feature Based Multiple Object Tracking Under Heavy Occlusions, Proceedings of the 6th International Conference on Advances in Pattern Recognition (ICAPR 2007), pp. 152 - 156, Kolkata, 2 - 4 January, 2007.

  32. Prithwijit Guha, Amitabha Mukerjee and K.S. Venkatesh, Spatio-temporal Discovery: Appearance + Behavior = Agent, Proceedings of the 5th Indian Conference on Vision, Graphics and Image Processing (ICVGIP 2006), Lecture Notes in Computer Science (LNCS), Vol. 4338, Springer, pp. 516 - 527, Madurai, 13 - 16 December, 2006.

  33. Prithwijit Guha, Arindam Biswas, Amitabha Mukerjee, P. Sateesh and K.S. Venkatesh, Surveillance Video Mining, Proceedings of the 3rd International Conference on Visual Information Engineering (VIE 2006), pp. 447 - 453, Bangalore, 26 - 28 September, 2006.

  34. Arindam Biswas, Prithwijit Guha, Amitabha Mukerjee and K.S. Venkatesh, Intrusion Detection and Tracking in Pan-Tilt Surveillance Systems, Proceedings of the 3rd International Conference on Visual Information Engineering (VIE 2006), pp. 565 - 576, Bangalore, 26 - 28 September, 2006.

  35. Prithwijit Guha, Amitabha Mukerjee, K.S. Venkatesh and Pabitra Mitra, Activity Discovery From Surveillance Videos, In Proceedings of The 18th International Conference on Pattern Recognition (ICPR 2006), pp. 433 - 436, Hong Kong, 17 - 21 August, 2006.

  36. Prithwijit Guha, Amitabha Mukerjee and K.S. Venkatesh, Appearance Based Multiple Agent Tracking Under Complex Occlusions, In Proceedings of the 9th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2006), Lecture Notes in Computer Science (LNCS), Springer, Vol. 4099, pp. 593 - 602, Guilin, 7 - 11 August, 2006.

  37. Tripuresh Mishra, Prithwijit Guha, Ashish Dutta and K.S. Venkatesh, Efficient Continuous Re-grasp Planning for Moving and Deforming Planar Objects, Proceedings of the 22nd IEEE International Conference on Robotics and Automation (ICRA 2006), pp. 2472 - 2477, Florida, 15 - 19 May, 2006.

  38. Prithwijit Guha, Dibyendu Palai, K.S. Venkatesh and Amitabha Mukerjee, A Multiscale Co-linearity Statistic Based Approach to Robust Background Modeling, The 7th Asian Conference on Computer Vision (ACCV 2006), Lecture Notes in Computer Science (LNCS), Vol. 3851, Springer, pp. 297 - 306, Hyderabad, 13 - 16 January, 2006.

  39. Prithwijit Guha, Pradeep Vaghela, Pabitra Mitra, K.S. Venkatesh and Amitabha Mukerjee, Hybrid Hierarchical Architecture for Learning from Dynamic Scenes, International Conference on Pattern Recognition and Machine Intelligence (PReMI 2005), Lecture Notes in Computer Science (LNCS), Vol. 3776, Springer, pp. 212 - 217, Kolkata, 18 - 22 December, 2005.

  40. Prithwijit Guha, Dibyendu Palai, Dip Goswami, and Amitabha Mukerjee, DynaTracker: Target Tracking in Active Video Surveillance Systems, The 12th International Conference on Advanced Robotics (ICAR 2005), pp. 621 - 627, Seattle, 17 - 20 July, 2005.

  41. Piyush Rai, Kamal Tiwari, Prithwijit Guha and Amitabha Mukerjee, A Cost-effective Multiple Camera Vision System using Firewire Cameras and Software Synchronization, In Proceedings of the 10th International Conference on High Performance Computing (HiPC 2004), pp. 17 - 20, Bangalore, 19 - 22 December, 2004.

  42. Prithwijit Guha, Nisarg Vyas, Amitabha Mukerjee and K. S. Venkatesh, Handling Occlusions in Monocular Surveillance Systems, In Proceedings of the 4th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP 2004), pp. 52 - 57, Kolkata, 16 - 18 December, 2004.

  43. Prithwijit Guha and Amitabha Mukerjee, Applying Real Coded Genetic Algorithms to Gabor Filter Bank Design for Supervised Texture Classification and Segmentation, In Proceedings of the 7th International Conference on Pattern Recognition and Information Processing (PRIP 2003), pp. 107 - 113, Minsk (Belarus), 21 - 23 May, 2003.

Workshops

  1. Prithwijit Guha and Amitabha Mukerjee, Baby's day out: Attentive Vision for Language Acquisition from Pre-Linguistic Concepts, Proceedings of the 4th International Workshop on Attention in Cognitive Systems (WACS 2007, In conjunction with IJCAI 2007), Hyderabad, 8 January, 2007.

  2. Prithwijit Guha, Arindam Biswas, Amitabha Mukerjee and K.S. Venkatesh, Occlusion Sequence Mining for Activity Discovery in Complex Multi-Agent Sequences, Proceedings of the 6th IEEE International Workshop on Visual Surveillance (VS 2006, In conjunction with ECCV 2006), pp. 33 - 40, Graz (Austria), 13 May, 2006.

  3. Prithwijit Guha, Amitabha Mukerjee and K.S. Venkatesh, Efficient Occlusion Handling for Multiple Agent Tracking by Reasoning with Surveillance Event Primitives, The 2nd Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance (VS-PETS 2005, In conjunction with ICCV 2005), pp. 49 - 56, Beijing (China), 15 - 16 October, 2005.

Patents

     1. Nipun Pande, Prithwijit Guha and Mayank Jain; A System and Method for Estimating Human Upper Body Pose from Single Image; Application No. 1831/MUM/2011

     2. Prithwijit Guha, Mayank Jain and Nipun Pande; A System and Method for Tracking Multiple Faces with Appearance Modes and Reasoning Process; Application No. 1959/MUM/2011

     3. Prithwijit Guha, Nipun Pande and Mayank Jain;A System and Method for Face based Video Indexing in a Video; Application No. 2254/MUM/2011