Amitabha Mukerjee: Publications

 

Emergence of Perceptual Symbols: 2D perception and Dynamic Attention

  1. Sushobhan Nayak and Amitabha Mukerjee,
    A Grounded Cognitive Model for Metaphor Acquisition,
    26th AAAI Conference on AI (AAAI '12), Toronto, Canada, July 2012.

  2. Sushobhan Nayak and Amitabha Mukerjee,
    Learning Containment Metaphors,
    Thirty-Fourth Annual Conference of the Cognitive Science Society (CogSci '12), Sapporo, Japan, August 2012.
    [pdf]

  3. 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]

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

  5. 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]

  6. 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]

  7. 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]

  8. 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]

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

  10. 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]

 

Emergence of Perceptual Symbols: 3D Vision

  1. 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]

  2. 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]

  3. Nikhil Joshi and Amitabha Mukerjee
    Bootstrapping word learning: a perception driven semantics-first approach
    ICDL-EPIROB 2011, Frankfurt August 2011

  4. 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]

  5. 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

  6. 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]

  7. 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

  8. 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

  9. 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]

  10. 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]

  11. 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

  12. 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

 

Symbol emergence in Design

  1. Amitabha Mukerjee and Madan Dabbeeru
    Origins of design concepts in tacit knowledge
    Fifth International Conference on Design Computing and Cognition (DCC'12), 7-9 June 2012, College Station, Texas
  2. Madan Dabbeeru and Amitabha Mukerjee,
    Computational models of tacit knowledge,
    CIRP Design 2012, Bangalore 28-30 Mar 2012. [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. M. M. Dabbeeru and Amitabha Mukerjee
    Learning concepts and language for a baby designer,
    Proc. 4th Conference Design Computing and Cognition (DCC-10) July 12-14, 2010, Stuttgart, Germany.
    [pdf]

  5. Amitabha Mukerjee and Madan Dabbeeru,
    Symbol emergence in design,
    Fifth International Workshop on Neural-Symbolic Learning and Reasoning NeSy09, Jul 11, 2009
    [pdf]

  6. 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]

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

  8. 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

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Updated Sep 2009