Predicting object dynamics from visual images through active sensing experiences

Proceedings - IEEE International Conference on Robotics and Automation

Volumn , Issue , 2007, Pages 2501-2506

  Nishide, Shun ^a   Ogata, Tetsuya ^a   Tani, Jun ^b   Komatani, Kazunori ^a   Okuno, Hiroshi G ^a  

^a KYOTO UNIVERSITY   (Japan)

^b RIKEN BRAIN SCIENCE INSTITUTE   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE EXTRACTION; HIERARCHICAL SYSTEMS; IMAGE ACQUISITION; RECURRENT NEURAL NETWORKS; ROBOTS;

GRAYSCALE IMAGES; PARAMETRIC BIAS; TARGET OBJECTS; VISUAL IMAGES;

OBJECT RECOGNITION;

EID: 36348929898     PISSN: 10504729     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ROBOT.2007.363841     Document Type: Conference Paper

References (10)

1. R. Bajcsy, "Active Perception," IEEE Proceedings, Special issue on Computer Vision, Vol. 76, No. 8, pp. 996-1005, 1988.
2. K. Noda, M. Suzuki, N. Tsuchiya, Y. Suga, T. Ogata, and S. Sugano, "Robust Modeling of Dynamic Environment based on Robot Embodiment," IEEE ICRA 2003, pp. 3565-3570, 2003.
3. T. Kohonen, "Self-Organizing Maps," Springer Series in Information Science, Vol. 30, Springer, Berlin, Heidelberg, New York, 1995.
4. T. Ogata, H. Ohba, J. Tani, K. Komatani, and H. G. Okuno, "Extracting Multi-Modal Dynamics of Objects using RNNPB," IEEE/RSJ IROS 2005, pp. 160-165, 2005.
5. S. Takamuku, Y. Takahashi, and M. Asada, "Lexicon Acquisition based on Behavior Learning," IEEE ICDL 2005, TALK 14, 2005.
6. J. Tani and M. Ito, "Self-Organization of Behavioral Primitives as Multiple Attractor Dynamics: A Robot Experiment," IEEE Trans. on SMC Part A, Vol. 33, No. 4, pp. 481-488. 2003.
7. M. Jordan, "Attractor dynamics and parallelism in a connectionist sequential machine," Eighth Annual Conference of the Cognitive Science Society(Erlbaum, Hillsdale, NJ), pp. 513-546, 1986.
8. D. Rumelhart, G. Hinton, and R. Williams, "Learning internal representation by error propagation," in D.E. Rumelhart and J.L. McLelland, editors Parallel Distributed Processing (Cambridge, MA: MIT Press), 1986.
9. H. Ishiguro, T. Ono, M. Imai, T. Maeda, T. Kanda, and R. Nakatsu, "Robovie: an interactive humanoid robot," Int. Journal of Industrial Robotics, Vol. 28, No. 6, pp. 498-503, 2001.
10. T. Miyashita, T. Tajika, K. Shinozawa, H. Ishiguro, K. Kogure, and N. Hagita, "Human Position and Posture Detection based on Tactile Information of the Whole Body," IEEE/RSJ IROS 2004 Workshop, 2004.