메뉴 건너뛰기




Volumn 30, Issue 12, 2008, Pages 2140-2157

Structure inference for Bayesian multisensory scene understanding

Author keywords

Bayesian methods; Computational modeling; Data models; Hidden Markov models; Pattern recognition; Periodic structures; Probabilistic logic; Scene analysis; Sensor fusion

Indexed keywords

BAYESIAN NETWORKS; DATA STRUCTURES; FEATURE EXTRACTION; FISCHER-TROPSCH SYNTHESIS; FUSION REACTIONS; HIDDEN MARKOV MODELS; MARKOV PROCESSES; PATTERN RECOGNITION; PROBABILITY; SEGREGATION (METALLOGRAPHY); SENSORS;

EID: 56549130088     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2008.25     Document Type: Article
Times cited : (25)

References (39)
  • 2
    • 1242288384 scopus 로고    scopus 로고
    • The Ventriloquist Effect Results from Near-Optimal Bimodal Integration
    • Feb
    • D. Alais and D. Burr, "The Ventriloquist Effect Results from Near-Optimal Bimodal Integration," Current Biology, vol. 14, no. 3, pp. 257-262, Feb. 2004.
    • (2004) Current Biology , vol.14 , Issue.3 , pp. 257-262
    • Alais, D.1    Burr, D.2
  • 3
    • 23844456977 scopus 로고    scopus 로고
    • Probabilistic Data Association Techniques for Target Tracking with Applications to Sonar, Radar and EO Sensors
    • Y. Bar-Shalom, T. Kirubarajan, and X. Lin, "Probabilistic Data Association Techniques for Target Tracking with Applications to Sonar, Radar and EO Sensors," IEEE Aerospace and Electronic Systems Magazine, vol. 20, no. 8, pp. 37-56, 2005.
    • (2005) IEEE Aerospace and Electronic Systems Magazine , vol.20 , Issue.8 , pp. 37-56
    • Bar-Shalom, Y.1    Kirubarajan, T.2    Lin, X.3
  • 4
    • 0016552254 scopus 로고
    • Tracking in a Cluttered Environment with Probabilistic Data Association
    • Y. Bar-Shalom and E. Tse, "Tracking in a Cluttered Environment with Probabilistic Data Association," Automatica, vol. 11, pp. 451-460, 1975.
    • (1975) Automatica , vol.11 , pp. 451-460
    • Bar-Shalom, Y.1    Tse, E.2
  • 9
    • 21244492850 scopus 로고    scopus 로고
    • Real-Time Speaker Tracking Using Particle Filter Sensor Fusion
    • Mar
    • Y. Chen and Y. Rui, "Real-Time Speaker Tracking Using Particle Filter Sensor Fusion," Proc. IEEE, vol. 92, no. 3, pp. 485-494, Mar. 2004.
    • (2004) Proc. IEEE , vol.92 , Issue.3 , pp. 485-494
    • Chen, Y.1    Rui, Y.2
  • 10
    • 0037165165 scopus 로고    scopus 로고
    • Humans Integrate Visual and Haptic Information in a Statistically Optimal Fashion
    • M.O. Ernst and M.S. Banks, "Humans Integrate Visual and Haptic Information in a Statistically Optimal Fashion," Nature, vol. 415, pp. 429-433, 2002.
    • (2002) Nature , vol.415 , pp. 429-433
    • Ernst, M.O.1    Banks, M.S.2
  • 11
    • 2642562769 scopus 로고    scopus 로고
    • Speaker Association with Signal-Level Audiovisual Fusion
    • J.W. Fisher III and T. Darrell, "Speaker Association with Signal-Level Audiovisual Fusion," IEEE Trans. Multimedia, vol. 6, no. 3, pp. 406-413, 2004.
    • (2004) IEEE Trans. Multimedia , vol.6 , Issue.3 , pp. 406-413
    • Fisher III, J.W.1    Darrell, T.2
  • 12
    • 0020782180 scopus 로고
    • Sonar Tracking of Multiple Targets Using Joint Probabilistic Data Association
    • T.E Fortmann, Y. Bar-Shalom, and M. Scheffe, "Sonar Tracking of Multiple Targets Using Joint Probabilistic Data Association," IEEE J. Oceanic Eng., vol. 8, pp. 173-184, 1983.
    • (1983) IEEE J. Oceanic Eng , vol.8 , pp. 173-184
    • Fortmann, T.E.1    Bar-Shalom, Y.2    Scheffe, M.3
  • 13
    • 0037250978 scopus 로고    scopus 로고
    • Transformation-Invariant Clustering Using the EM Algorithm
    • Jan
    • B. Frey and N. Jojic, "Transformation-Invariant Clustering Using the EM Algorithm," IEEE Trans. Pattern Analysis and Machine Intelligence vol. 25, no. 1, pp. 1-17, Jan. 2003.
    • (2003) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.25 , Issue.1 , pp. 1-17
    • Frey, B.1    Jojic, N.2
  • 15
    • 0030125397 scopus 로고    scopus 로고
    • Knowledge Representation and Inference in Similarity Networks and Bayesian Multinets
    • D. Geiger and D. Heckerman, "Knowledge Representation and Inference in Similarity Networks and Bayesian Multinets," Artificial Intelligence vol. 82, pp. 45-74, 1996.
    • (1996) Artificial Intelligence , vol.82 , pp. 45-74
    • Geiger, D.1    Heckerman, D.2
  • 16
    • 0031268341 scopus 로고    scopus 로고
    • Factorial Hidden Markov Models
    • Z. Ghahramani and M. Jordan, "Factorial Hidden Markov Models," Machine Learning, vol. 29, pp. 245-273, 1997.
    • (1997) Machine Learning , vol.29 , pp. 245-273
    • Ghahramani, Z.1    Jordan, M.2
  • 19
    • 0032791091 scopus 로고    scopus 로고
    • Optimal Integration of Texture and Motion Cues to Depth
    • Oct
    • R.A. Jacobs, "Optimal Integration of Texture and Motion Cues to Depth," Vision Research, vol. 39, no. 21, pp. 3621-3629, Oct. 1999.
    • (1999) Vision Research , vol.39 , Issue.21 , pp. 3621-3629
    • Jacobs, R.A.1
  • 21
    • 0033698724 scopus 로고    scopus 로고
    • Transformed Hidden Markov Models: Estimating Mixture Models of Images and Inferring Spatial Transformations in Video Sequences
    • June
    • N. Jojic, N. Petrovic, B.J. Frey, and T.S. Huang, "Transformed Hidden Markov Models: Estimating Mixture Models of Images and Inferring Spatial Transformations in Video Sequences," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR '00), vol. 2, pp. 26-33, June 2000.
    • (2000) Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR '00) , vol.2 , pp. 26-33
    • Jojic, N.1    Petrovic, N.2    Frey, B.J.3    Huang, T.S.4
  • 26
    • 13344250690 scopus 로고    scopus 로고
    • Data Fusion for Visual Tracking with Particles
    • P. Perez, J. Vermaak, and A. Blake, "Data Fusion for Visual Tracking with Particles," Proc. IEEE, vol. 92, no. 3, pp. 495-513, 2004.
    • (2004) Proc. IEEE , vol.92 , Issue.3 , pp. 495-513
    • Perez, P.1    Vermaak, J.2    Blake, A.3
  • 28
    • 0037320826 scopus 로고    scopus 로고
    • Auditory Influences on Visual Temporal Rate Perception
    • G.H. Recanzone, "Auditory Influences on Visual Temporal Rate Perception," J. Neurophysiology, vol. 89, pp. 1078-1093, 2003.
    • (2003) J. Neurophysiology , vol.89 , pp. 1078-1093
    • Recanzone, G.H.1
  • 30
    • 0034649667 scopus 로고    scopus 로고
    • Illusions: What You See Is What You Hear
    • Dec
    • L. Shams, Y. Kamitani, and S. Shimojo, "Illusions: What You See Is What You Hear," Nature, vol. 408, p. 788, Dec. 2000.
    • (2000) Nature , vol.408 , pp. 788
    • Shams, L.1    Kamitani, Y.2    Shimojo, S.3
  • 31
    • 27844608466 scopus 로고    scopus 로고
    • Sound-Induced Flash Illusion as an Optimal Percept
    • L. Shams, W.J. Ma, and U. Beierholm, "Sound-Induced Flash Illusion as an Optimal Percept," Neuroreport, vol. 16, no. 17, pp. 1923-1927, 2005.
    • (2005) Neuroreport , vol.16 , Issue.17 , pp. 1923-1927
    • Shams, L.1    Ma, W.J.2    Beierholm, U.3
  • 34
    • 2642557514 scopus 로고    scopus 로고
    • Facesync: A Linear Operator for Measuring Synchronization of Video Facial Images and Audio Tracks
    • M. Slaney and M. Covell, "Facesync: A Linear Operator for Measuring Synchronization of Video Facial Images and Audio Tracks," Advances in Neural Information Processing Systems, 2000.
    • (2000) Advances in Neural Information Processing Systems
    • Slaney, M.1    Covell, M.2
  • 35
    • 34250179825 scopus 로고    scopus 로고
    • Multimodal Technologies for Perception of Humans
    • R. Stiefelhagen and J. Garofolo, eds, Springer
    • Multimodal Technologies for Perception of Humans, LNCS 4122, R. Stiefelhagen and J. Garofolo, eds., Springer, 2007.
    • (2007) LNCS , vol.4122
  • 37
    • 18844413286 scopus 로고    scopus 로고
    • Monte Carlo Filtering for Multi Target Tracking and Data Association
    • Jan
    • J. Vermaak, S.J. Godsill, and P. Perez, "Monte Carlo Filtering for Multi Target Tracking and Data Association," IEEE Trans. Aerospace and Electronic Systems, vol. 41, no. 1, pp. 309-332, Jan. 2005.
    • (2005) IEEE Trans. Aerospace and Electronic Systems , vol.41 , Issue.1 , pp. 309-332
    • Vermaak, J.1    Godsill, S.J.2    Perez, P.3
  • 39
    • 1842733191 scopus 로고    scopus 로고
    • Greedy Learning of Multiple Objects in Images Using Robust Statistics and Factorial Learning
    • May
    • C.K.I. Williams and M.K Titsias, "Greedy Learning of Multiple Objects in Images Using Robust Statistics and Factorial Learning," Neural Computation, vol. 16, no. 5, pp. 1039-1062, May 2004.
    • (2004) Neural Computation , vol.16 , Issue.5 , pp. 1039-1062
    • Williams, C.K.I.1    Titsias, M.K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.