Anbumani Subramanian

Experience Education Patents Publications Awards/Honors

Notable Contributions

    • Driving dataset from Indian roads, 2018 [Dataset] [Video (2 mins.)]
    • Hand-pose recognition with depth camera, 2010
    • VIsion system for world's first autonomous surface vehicle (boat), 2006

Expertise

    • Computer vision, image analysis, image processing
    • Pattern recognition, machine learning
    • Human-computer interaction

Experience

    • 2013 Lead Architect, Intel
    • 2010-13 Senior Research Scientist, Hewlett-Packard Labs
    • 2006-10 Research Scientist, Hewlett-Packard Labs
    • 2005-06 Postdoctoral Associate, Virginia Tech
    • 2001 Member of Technical Staff (Intern), Rockwell Scientific
    • 1996-99 Software Engineer, IBM

Education

    • Ph.D. Virginia Tech, Blacksburg, VA, USA - 2005
    • M.S. Virginia Tech, Blacksburg, VA, USA - 2001
    • B.E. Bharathiar University, Coimbatore, India - 1996

Patents

    • 9 granted (7 pending)

Publications

R. Vennelakanti, A. Subramanian, S. Madhvanath, P. Dey, "Factors of Influence in Co-located Multimodal Interactions", Proc. of the 2nd Intl. Conf. on Intelligent Interactive Technologies and Multimedia (IITM), Mar., 2013 [Springer]

S. Madhvanath, R. Vennelakanti, A. Subramanian, A. Shekhawat, P. Dey, A. Ranjan, "Designing Multiuser Multimodal Gestural Interactions for the Living Room", Demonstration at ACM Intl. Conf. on Multimodal Interaction (ICMI), 2012 [ACM]

R. Vennelakanti, S. Madhvanath, A. Subramanian, A. Sowndararajan, A. David, P. Dey, "Pixene: Creating Memories while Sharing Photos", Demonstration at ACM Intl. Conf. on Multimodal Interaction (ICMI), 2012 [ACM]

V. Manjunatha, A. Subramanian, “Hand Gesture Recognition from a Single Training Sample”, HP Labs Technical Report, HPL-2012-190, 2012

H.P. Jain, A. Subramanian, S. Das, A. Mittal, "Real-Time Upper-Body Human Pose Estimation Using a Depth Camera”, Proc. of the 5th Intl. Conf. on Computer Vision/Computer Graphics Collaboration Techniques, (MIRAGE 2011), Lecture Notes in Computer Science, Vol. 6930, pp. 227 – 238, Oct. 2011 [Springer]

R. Vennelakanti, A. Subramanian, S. Madhvanath, S. Subramanian, "Counting on your Fingertips – An Exploration and Analysis of Actions in the Rich Touch Space", Proc. of the 3rd Intl. Conf. on Human Computer Interaction - India HCI, April 7-10, 2011 [ACM]

D. Gelb, A. Subramanian, K. Tan, "Augmented Reality for Immersive Remote Collaboration”, Proc. of the IEEE Workshop on Person Oriented Vision (POV) 2011, Kona HI, January 7, 2011. [IEEEXplore]

P. Suryanarayan, A. Subramanian, D. Mandalapu, "Dynamic Hand Pose Recognition Using Depth Data", 20th Intl. Conf. on Pattern Recognition (ICPR), Istanbul, Turkey, August 23-26, 2010. [IEEEXplore]

D. Gelb, A. Subramanian, K. Tan, "Augmented Reality for Immersive Remote Collaboration”, HP Labs Technical Report, HPL-2010-201, 2010

H. Jain, A. Subramanian, "Real-time Upper-body Human Pose Estimation using a Depth Camera", HP Labs Technical Report, HPL-2010-190, 2010

G.M. Hegde, A. Subramanian, “Action Bubble Metaphor for Gestural Interaction using Depth Camera in a Multi-user Scenario”, HP Labs Technical Report, HPL-2010-128R1, 2010

A. Subramanian, “Smart Copy – A Method to Import Information directly from Physical Documents and Artifacts using a Camera", Research Disclosure, No. 544027, pp. 880 – 882, Aug. 2009

X. Gong, A. Subramanian, C.L. Wyatt, D.J. Stilwell, "Performance Analysis and Validation of a Paracatadioptric Omnistereo System", Proc. of the 11th Intl. IEEE Conf. on Computer Vision (ICCV), Rio de Janeiro, pp. 1-8, October, 2007 [IEEEXplore]

X. Gong, A. Subramanian, C.L. Wyatt, "A Two-stage Algorithm for Shoreline Detection", Proc. of the IEEE Workshop on Applications of Computer Vision (WACV) Austin, TX, pp. 40-40, February, 2007 [IEEEXplore]

A. Subramanian, X. Gong, C.L. Wyatt, D. Stilwell, "Shoreline Detection in Images for Autonomous Boat Navigation", Proc. of the Fortieth Asilomar Conf. on Signals, Systems and Computers, (ACSSC), Pacific Grove, CA, USA, pp. 999-1003, October/November, 2006 [IEEEXplore]

A. Subramanian, X. Gong, J. N. Riggins, D.J. Stilwell, C.L. Wyatt, "Shoreline Mapping using an Omni-directional Camera for Autonomous Surface Vehicle Applications", (OCEANS) , Boston, MA, pp. 1-6, September, 2006 [IEEEXplore]

A. Subramanian, L.R. Iyer, A.L. Abbott, A.E. Bell, "Segmentation and Range Sensing Using a Moving-aperture Lens", Machine Vision and Applications, vol. 15(1), pp. 46-53, October, 2003 [Springer]

A. Subramanian, L.R. Iyer, A.L. Abbott, A.E. Bell, "Segmentation and Range Sensing Using a Moving-aperture Lens", Proceedings of the 8th IEEE Intl. Conf. on Computer Vision (ICCV), vol. 2, pp. 500-507, 2001 [IEEEXplore]

Awards/Honors

  • Senior Member, IEEE
  • Outstanding Research Achievement, Annual Graduate Research Symposium, Graduate School, Virginia Tech - March 2005
  • Honorable Distinction for Innovation in Research, Annual Graduate Research Symposium, Graduate School, Virginia Tech - March 2005
  • Honorable Distinction for Innovation in Research, Annual Graduate Research Symposium, Graduate School, Virginia Tech - March 2001
  • Best Outgoing Student, Department of Electrical and Electronics Engineering, Coimbatore Institute of Technology - March 1996

Post-doctoral and Graduate Research

Some information about his past research work can be found on his archived webpage.