Recent Publications : Amitabha Mukerjee

Visual Robotics

1. Divyanshu Bhartiya and Amitabha Mukerjee,
   A Visual Sense of Space
   Sixth Annual Meeting of the BICA Society, Lyon, 2015 (Proc. 2015 Annual International Conference on Biologically Inspired Cognitive Architectures) [pdf]

2. M. Seetha Ramaiah and Amitabha Mukerjee and Arindam Chakraborty and Sadbodh Sharma,
   Visual Generalized Coordinates,
   arXiv 1509.05636 2015 [pdf]

Cognitive Language

1. Deepali Semwal and Sunakshi Gupta and Amitabha Mukerjee
   From Visuo-Motor to Language
   2014 AAAI Fall Symposium Series
   [pdf]
2. Pankaj P Kewalramani, Jeetesh Mangwani, Amey Karkare, Sumit Gulwani, and Amitabha Mukerjee,
   Anaphora without syntax - A Multi-lingual Approach for Geometry Constructions
   Proceedings Indian Conference on NLP, ICON-2014
   [pdf]
3. Sushobhan Nayak and Amitabha Mukerjee,
   Grounded Language Acquisition: A Minimal Commitment Approach
   COLING 2012: 24th International Conference on Computational Linguistics Mumbai, India, December 8-15, 2012.
   [pdf]

4. Sushobhan Nayak and Amitabha Mukerjee,
   A Grounded Cognitive Model for Metaphor Acquisition,
   26th AAAI Conference on AI (AAAI '12), Toronto, Canada, July 2012.
   [pdf]
5. Sushobhan Nayak and Amitabha Mukerjee,
   Learning Containment Metaphors,
   Thirty-Fourth Annual Conference of the Cognitive Science Society (CogSci '12), Sapporo, Japan, August 2012.
   [pdf]

6. Ankit Awasthi, Sadbodh Sharma and Amitabha Mukerjee,
   Learning of motor maps from perception: a dimensionality reduction approach,
   Thirty-Fourth Annual Conference of the Cognitive Science Society (CogSci '12), Sapporo, Japan, August 2012.
   [pdf]

7. Amitabha Mukerjee, Kruti Neema and Sushobhan Nayak
   Discovering coreference using image-grounded verb argument structure
   RANLP, Bulgaria, September 2011 [pdf]

8. Amitabha Mukerjee,
   Using attentive focus to discover action ontologies from perception
   Fifth International Workshop on Neural-Symbolic Learning and Reasoning NeSy09, Jul 11, 2009
   [pdf]

9. G. Satish, Amitabha Mukerjee
   Acquiring linguistic argument structure from multimodal input using attentive focus,
   7th IEEE International Conference on In Development and Learning, 2008. ICDL 2008. p. 43-48.
   [pdf]

10. Amitabha Mukerjee
    Discovering symbols from interactions easier than explaining interactions via symbols?
    Workshop on Logic and the Simulation of Reasoning,
    IJCAI-09, Pasadena CA Jul 12, 2009
    [pdf]

11. Amitabha Mukerjee, and Mausoom Sarkar
    Perceptual Theory of Mind: An intermediary between visual salience and Noun / Verb Acquisition
    International Conference on Developmental Learning ICDL-06, Bloomington, Indiana, May 31-June 3, 2006
    [pdf]

12. Amitabha Mukerjee and Mausoom Sarkar
    Grounded Acquisition of Containment Prepositions
    Proc ICON-2007, Hyderabad, India, 4-5 January 2007, p. 81-90
    [pdf]

13. Amitabha Mukerjee and Nikhil Joshi
    Word and Phrase Learning based on prior Semantics
    8th Intl Conference on Recent Advances in NLP (RANLP), Hissar Bulgaria, September 2011 [pdf]

Symbol Emergence in Vision

1. Characterizing Predicate Arity and Spatial Structure for Inductive Learning of Game Rules
   Dwibedi, Debidatta and Mukerjee, Amitabha
   ECCV 2014 - Workshops (CONTACT) - LNCS 8926, p.323-338
   [pdf]

2. Anomaly Localization in Topic-based Analysis of Surveillance Videos
   Pathak, Deepak and Sharang, Abhijit and Mukerjee, Amitabha
   2015 IEEE Winter Conf. Computer Vision (WACV), p.389-395
   [pdf](ieee)

3. Prithwijit Guha, Amitabha Mukerjee.
   OCS-14 : You can get occluded in fourteen ways,
   International Joint Conference on Artificial Intelligence (IJCAI-11), Barcelona Jul 18, 2011. [pdf]

4. Prithwijit Guha and Amitabha Mukerjee
   Unsupervised Language Learning for Discovered Visual Concepts
   Proc. ACCV 2012 [pdf] (springer)

5. A. Mukerjee, Nikhil Joshi, P. Mudgal and Gopi Srinath
   Bootstrapping word learning: A perception driven semantics-first approach
   IEEE Conf on Development and Learning (ICDL-EPIROB), Frankfurt 2011
   [pdf]

6. Prithwijit Guha, Amitabha Mukerjee
   Language Label Learning for Visual Concepts Discovered from Video Sequences
   4th Workshop on Attention in Cognitive Systems WAPCV-2007, Springer LNCS, ed. Lucas Paletta and Erich Rome, p. 81-94   [pdf]

7. Ankit Gupta, Devesh K Singh, Amitabha Mukerjee
   A neuroplausible computational model of vision also exhibits asymmetry in developmental category learning
   CogSci 2011, Boston, MA Jul 23, 2011 [pdf]

8. Prithwijit Guha and Amitabha Mukerjee and K.S. Venkatesh
   Spatiotemporal Discovery: Appearance + Behavior = Agent
   Proceedings 5th ICVGIP-06 Madurai, 13-16 Dec 2006, Springer Verlag LNCS 4338
   [pdf]

9. Pabboju Sateesh Kumar, Prithwijit Guha and Amitabha Mukerjee
   Colour and Feature Based Multiple Object Tracking Under Heavy Occlusions
   ICAPR 2007, Calcutta, 2-4 January 2007

10. P Guha, A Biswas, A Mukerjee, P Sateesh, K S Venkatesh
    Surveillance Video Mining
    Proceedings International Conference on Visual Information Engineering (VIE 2006), 26-28 September 2006, Bangalore, India

11. Prithwijit Guha and Amitabha Mukerjee and K.S. Venkatesh and Pabitra Mitra,
    Activity Discovery from Occlusion Primitives
    International Conference on Pattern Recognition, Hong Kong, August, 2006
    [pdf]

12. Prithwijit Guha, K.S. Venkatesh, Arindam Biswas and Amitabha Mukerjee,
    Occlusion Sequence Mining for Complex Multi-Agent Activity Discovery
    Proceedings IEEE Visual Surveillance Workshop, Graz, Austria, May 13 2006
    [pdf]

13. Bisjwajit Sharma, A Mukerjee, KS Venkatesh
    Fourier shape-frequency words for actions
    2011 International Conference on Image Information Processing, Nov 3-5, 2011, Shimla, India

14. Anima Mishra Sharma, A Mukerjee, KS Venkatesh
    Human Pose Estimation in Surveillance Videos using Temporal Continuity on Static Pose
    2011 International Conference on Image Information Processing, Nov 3-5, 2011, Shimla, India

15. Vivek Kumar Singh, Subhransu Maji and Amitabha Mukerjee
    Confidence-based updation of Motion Conspicuity in Dynamic Scenes
    Third Canadian Conference on Computer and Robot Vision 2006 CRV-06, Quebec City.
    [pdf]

Symbol emergence in Design

Grounded discovery of symbols as concept-language pairs Mukerjee, A., Dabbeeru, M.M. CAD Computer Aided Design v.44(10), 2012, pp.901 - 915
1. Madan Dabbeeru and Amitabha Mukerjee,
   Computational models of tacit knowledge,
   CIRP Design 2012, Bangalore 28-30 Mar 2012. [pdf]

2. Madan Mohan Dabbeeru, Amitabha Mukerjee
   Discovering implicit constraints in design
   AI in Engineering Design and Manufacturing (AI-EDAM), Cambr. Univ Press, v.25(1): 57-75, 2011
   [pdf]

3. Madan Mohan Dabbeeru, Amitabha Mukerjee
   Discovering implicit constraints in design
   AI in Engineering Design and Manufacturing (AI-EDAM), Cambr. Univ Press, v.25(1): 57-75, 2011
   [pdf]

4. Mukerjee A, M. M. Dabbeeru(2010)
   Using symbol emergence to discover multi-lingual translations in design
   Proceedings of the ASME DETC/DTM, Design Behavior Study August 2010, Montreal [[pdf]
   
5. M. M. Dabbeeru and Amitabha Mukerjee
   Learning concepts and language for a baby designer,
   Proc. 4th Conference Design Computing and Cognition (DCC-10), Gero etal, Springer 2010.
   [pdf]
6. Amitabha Mukerjee and Madan Dabbeeru,
   Symbol emergence in design,
   Fifth International Workshop on Neural-Symbolic Learning and Reasoning NeSy09, Jul 11, 2009
   [pdf]

7. Amitabha Mukerjee, Madan M. Dabbeeru
   The birth of symbols in design
   21th International Conference on Design Theory and Methodology, San Diego August 31-Sept 2, 2009.
   [pdf]

8. Madan M. Dabbeeru, Amitabha Mukerjee,
   Product Platform selection in Lower-Dimensional Manifold Spaces,
   DETC conference August 31-Sept 2, 2009, San Diego.

9. Madan M. Dabbeeru, Amitabha Mukerjee
   Discovering Implicit Constraints in Design
   Proceedings of the Third International Conference on Design Computing and Cognition, Atlanta, USA, June 23-25, 2008, Springer, p.201-220
   [pdf]

10. Amitabha Mukerjee and Hemant Muley
    Geon-driven shape models for holistic semantics
    International Journal of Computer Aided Technology, v. 23, nos. 2-4, 2005. [pdf]

Other areas

• Mohua Banerjee, Abhinav Pathak, Gopal Krishna, Amitabha Mukerjee
  Communicative Approximations as Rough Sets
  in Marcin S. Szczuka et al, Rough Sets and Current Trends in Computing (RSCTC 2010), , LNCS 6086 Springer, p. 317-326

• Ankit Gupta, Shashwat Mishra, and Amitabha Mukerjee
  The eighth annual MLSP competition: First place team
  IEEE International Workshop on Machine Learning for Signal Processing, 2012