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Robert Collins

    Calculated based on number of publications stored in Pure and citations from Scopus
    1988 …2023

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    • 2020

      From Image to Stability: Learning Dynamics from Human Pose

      Scott, J., Ravichandran, B., Funk, C., Collins, R. T. & Liu, Y., 2020, Computer Vision – ECCV 2020 - 16th European Conference, Glasgow, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 536-554 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12368 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      17 Scopus citations
    • 2017

      4D Model-Based Spatiotemporal Alignment of Scripted Taiji Quan Sequences

      Scott, J., Collins, R., Funk, C. & Liu, Y., Jul 1 2017, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., p. 795-804 10 p. (Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017; vol. 2018-January).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      6 Scopus citations
    • 2016

      Assessing tracking performance in complex scenarios using mean time between failures

      Carr, P. & Collins, R. T., May 23 2016, 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016. Institute of Electrical and Electronics Engineers Inc., 7477617. (2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      6 Scopus citations

    • Regularity-driven building facade matching between aerial and street views

      Wolff, M., Collins, R. T. & Liu, Y., Dec 9 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 1591-1600 10 p. 7780545. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      33 Scopus citations
    • 2014

      3D blob based brain tumor detection and segmentation in MR images

      Yu, C. P., Ruppert, G., Collins, R., Nguyen, D., Falcao, A. & Liu, Y., Jul 29 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers Inc., p. 1192-1197 6 p. 6868089. (2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      18 Scopus citations

    • Hybrid stochastic/deterministic optimization for tracking sports players and pedestrians

      Collins, R. T. & Carr, P., 2014, Computer Vision, ECCV 2014 - 13th European Conference, Proceedings. PART 2 ed. Springer Verlag, p. 298-313 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8690 LNCS, no. PART 2).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      13 Scopus citations
    • 2013

      Multiple target tracking using frame triplets

      Butt, A. A. & Collins, R. T., 2013, Computer Vision, ACCV 2012 - 11th Asian Conference on Computer Vision, Revised Selected Papers. PART 3 ed. p. 163-176 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7726 LNCS, no. PART 3).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      17 Scopus citations

    • Robust autocalibration for a surveillance camera network

      Liu, J., Collins, R. T. & Liu, Y., 2013, 2013 IEEE Workshop on Applications of Computer Vision, WACV 2013. p. 433-440 8 p. 6475051. (Proceedings of IEEE Workshop on Applications of Computer Vision).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      27 Scopus citations
    • 2012

      A generative model for simultaneous estimation of human body shape and pixel-level segmentation

      Rauschert, I. & Collins, R. T., 2012, Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. PART 5 ed. p. 704-717 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7576 LNCS, no. PART 5).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      15 Scopus citations

    • Multitarget data association with higher-order motion models

      Collins, R., 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 1744-1751 8 p. 6247870. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      108 Scopus citations
    • 2011

      Image de-fencing revisited

      Park, M., Brocklehurst, K., Collins, R. T. & Liu, Y., 2011, Computer Vision, ACCV 2010 - 10th Asian Conference on Computer Vision, Revised Selected Papers. PART 4 ed. p. 422-434 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6495 LNCS, no. PART 4).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      33 Scopus citations

    • Translation-symmetry-based perceptual grouping with applications to urban scenes

      Park, M., Brocklehurst, K., Collins, R. T. & Liu, Y., 2011, Computer Vision, ACCV 2010 - 10th Asian Conference on Computer Vision, Revised Selected Papers. PART 3 ed. p. 329-342 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6494 LNCS, no. PART 3).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      20 Scopus citations
    • 2010

      A GPU based implementation of center-surround distribution distance for feature extraction and matching

      Rathi, A., DeBole, M., Ge, W., Collins, R. T. & Vijaykrishnan, N., 2010, DATE 10 - Design, Automation and Test in Europe. Institute of Electrical and Electronics Engineers Inc., p. 172-177 6 p. 5457215. (Proceedings -Design, Automation and Test in Europe, DATE).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      1 Scopus citations

    • Beyond GPS: Determining the camera viewing direction of a geotagged image

      Park, M., Luo, J., Collins, R. T. & Liu, Y., 2010, MM'10 - Proceedings of the ACM Multimedia 2010 International Conference. p. 631-634 4 p. (MM'10 - Proceedings of the ACM Multimedia 2010 International Conference).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      36 Scopus citations

    • Crowd detection with a multiview sampler

      Ge, W. & Collins, R. T., 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 5 ed. Springer Verlag, p. 324-337 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6315 LNCS, no. PART 5).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      47 Scopus citations

    • Data driven mean-shift belief propagation for non-Gaussian MRFs

      Park, M., Kashyap, S., Collins, R. T. & Liu, Y., 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2010. p. 3547-3554 8 p. 5539946. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      7 Scopus citations

    • RISN: An efficient, dynamically tasked and interoperable sensor network overlay

      Jean, E., Collins, R., Hurson, A. R., Sedigh, S. & Jiao, Y., 2010, Proceedings - IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, EUC 2010. p. 224-231 8 p. 5703520. (Proceedings - IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, EUC 2010).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      1 Scopus citations
    • 2009

      Automatically detecting the small group structure of a crowd

      Ge, W., Collins, R. T. & Ruback, B., 2009, 2009 Workshop on Applications of Computer Vision, WACV 2009. 5403123. (2009 Workshop on Applications of Computer Vision, WACV 2009).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      80 Scopus citations

    • Evaluation of sampling-based pedestrian detection for crowd counting

      Ge, W. & Collins, R. T., 2009, Proceedings of the 12th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, PETS-Winter 2009. 5399553. (Proceedings of the 12th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, PETS-Winter 2009).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      16 Scopus citations

    • Marked point processes for crowd counting

      Ge, W. & Collins, R. T., 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 2913-2920 8 p. 5206621. (2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      258 Scopus citations

    • Pushing sensor network computation to the edge

      Jean, E., Collins, R., Hurson, A. R., Sedigh, S. & Jiao, Y., 2009, Proceedings - 5th International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2009. 5302659. (Proceedings - 5th International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2009).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      2 Scopus citations

    • Shape constrained figure-ground segmentation and tracking

      Yin, Z. & Collins, R. T., 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 731-738 8 p. 5206674. (2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      41 Scopus citations
    • 2008

      CSDD features: Center-surround distribution distance for feature extraction and matching

      Collins, R. T. & Ge, W., 2008, Computer Vision - ECCV 2008 - 10th European Conference on Computer Vision, Proceedings. PART 3 ed. Springer Verlag, p. 140-153 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5304 LNCS, no. PART 3).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      8 Scopus citations

    • Deformed lattice discovery via efficient mean-shift belief propagation

      Park, M., Collins, R. T. & Liu, Y., 2008, Computer Vision - ECCV 2008 - 10th European Conference on Computer Vision, Proceedings. PART 2 ed. Springer Verlag, p. 474-485 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5303 LNCS, no. PART 2).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      13 Scopus citations

    • Efficient mean shift belief propagation for vision tracking

      Park, M., Liu, Y. & Collins, R., 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587508. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      36 Scopus citations

    • Likelihood map fusion for visual object tracking

      Yin, Z., Porikli, F. & Collins, R., 2008, 2008 IEEE Workshop on Applications of Computer Vision, WACV. 4544036. (2008 IEEE Workshop on Applications of Computer Vision, WACV).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      47 Scopus citations

    • Object tracking and detection after occlusion via numerical hybrid local and global mode-seeking

      Yin, Z. & Collins, R. T., 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587542. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      41 Scopus citations

    • Rotation symmetry group detection via frequency analysis of frieze-expansions

      Lee, S., Collins, R. T. & Liu, Y., 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587831. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      38 Scopus citations
    • 2007

      Belief propagation in a 3D spatio-temporal MRF for moving object detection

      Yin, Z. & Collins, R., Oct 12 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270209. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      67 Scopus citations

    • Multilevel spectral partitioning for efficient image segmentation and tracking

      Tolliver, D., Collins, R. T. & Baker, S., 2007, Proceedings - Seventh IEEE Workshop on Applications of Computer Vision, WACV 2005. p. 414-420 7 p. 4129511. (Proceedings - Seventh IEEE Workshop on Applications of Computer Vision, WACV 2005).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      4 Scopus citations

    • On-the-fly object modeling while tracking

      Yin, Z. & Collins, R., 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270262. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      27 Scopus citations

    • Shape variation-based frieze pattern for robust gait recognition

      Lee, S., Liu, Y. & Collins, R., 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270163. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      90 Scopus citations
    • 2006

      Body localization in still images using hierarchical models and hybrid search

      Zhang, J., Luo, J., Collins, R. & Liu, Y., 2006, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006. p. 1536-1543 8 p. 1640939. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      27 Scopus citations

    • Moving object localization in thermal imagery by forward-backward MHI

      Zhaozheng, Y. & Collins, R., 2006, 2006 Conference on Computer Vision and Pattern Recognition Workshop. 1640578. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2006).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      67 Scopus citations

    • Spatial divide and conquer with motion cues for tracking through clutter

      Yin, Z. & Collins, R., 2006, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006. p. 570-577 8 p. 1640806. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 1).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      18 Scopus citations
    • 2005

      A flow-based approach to vehicle detection and background mosaicking in airborne video

      Yalcin, H., Hebert, M., Collins, R. & Black, M. J., 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 1202 1 p. 1467601. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. II).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      56 Scopus citations

    • Bayesian body localization using mixture of nonlinear shape models

      Zhang, J., Collins, R. & Liu, Y., 2005, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005. p. 725-732 8 p. 1541325. (Proceedings of the IEEE International Conference on Computer Vision; vol. I).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      15 Scopus citations

    • Corrected laplacians: Closer cuts and segmentation with shape priors

      Tolliver, D., Miller, G. L. & Collins, R. T., 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 92-98 7 p. 1467427. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. II).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      4 Scopus citations

    • Unsupervised learning of object features from video sequences

      Leordeanu, M. & Collins, R., 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 1142-1149 8 p. 1467395. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. I).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      36 Scopus citations
    • 2003

      A master-slave system to acquire biometric imagery of humans at distance

      Zhou, X., Collins, R. T., Kanade, T. & Metes, P., Nov 2 2003, 1st ACM SIGMM International Workshop on Video Surveillance, IWVS 2003. Association for Computing Machinery, Inc, p. 113-120 8 p. (1st ACM SIGMM International Workshop on Video Surveillance, IWVS 2003).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      131 Scopus citations
    • 2002

      Gait sequence analysis using frieze patterns

      Liu, Y., Collins, R. & Tsin, Y., 2002, Computer Vision - 7th European Conference on Computer Vision, ECCV 2002, Proceedings. Heyden, A., Sparr, G., Nielsen, M. & Johansen, P. (eds.). Springer Verlag, p. 657-671 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2351).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      107 Scopus citations

    • Silhouette-based human identification from body shape and gait

      Collins, R. T., Gross, R. & Shi, J., 2002, Proceedings - 5th IEEE International Conference on Automatic Face Gesture Recognition, FGR 2002. IEEE Computer Society, p. 366-371 6 p. 1004181. (Proceedings - 5th IEEE International Conference on Automatic Face Gesture Recognition, FGR 2002).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      444 Scopus citations
    • 2000

      Periodic pattern analysis under affine distortions using wallpaper groups

      Liu, Y. & Collins, R. T., 2000, Algebraic Frames for the Perception-Action Cycle - 2nd International Workshop, AFPAC 2000, Proceedings. Sommer, G. & Zeevi, Y. Y. (eds.). Springer Verlag, p. 241-250 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1888).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      1 Scopus citations

    • Robust midsagittal plane extraction from coarse, pathological 3D images

      Liu, Y., Collins, R. T. & Rothfus, W. E., 2000, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2000 - 3rd International Conference, Proceedings. Delp, S. L., DiGoia, A. M. & Jaramaz, B. (eds.). Springer Verlag, p. 83-94 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1935).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      3 Scopus citations
    • 1995

      System for automated site model acquisition

      Collins, R. T., Jaynes, C., Stolle, F., Wang, X., Cheng, Y. Q., Hanson, A. R. & Riseman, E. M., 1995, Proceedings of SPIE - The International Society for Optical Engineering. p. 244-254 11 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 2486).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      4 Scopus citations
    • 1993

      Matching perspective views of coplanar structures using projective unwarping and similarity matching

      Collins, R. T. & Beveridge, J. R., 1993, IEEE Computer Vision and Pattern Recognition. Anon (ed.). Publ by IEEE, p. 240-245 6 p. (IEEE Computer Vision and Pattern Recognition).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      27 Scopus citations
    • 1992

      Single plane model extension using projective transformations and data fusion

      Collins, R. T., 1992, Proceedings CVPR 1992 - IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 752-754 3 p. 223183. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 1992-June).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      1 Scopus citations
    • 1990

      Vanishing point calculation as a statistical inference on the unit sphere

      Collins, R. T. & Weiss, R. S., Dec 1 1990, Proc 3 Int Conf Comput Vision. Publ by IEEE, p. 400-403 4 p. (Proc 3 Int Conf Comput Vision).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      103 Scopus citations
    • 1988

      Image interpretation by distributed cooperative processes.

      Draper, B. A., Brolio, J., Collins, R. T., Hanson, A. R. & Riseman, E. M., 1988, Proc CVPR 88 Comput Soc Conf on Comput Vision and Pattern Recognit. Publ by IEEE, p. 129-135 7 p. (Proc CVPR 88 Comput Soc Conf on Comput Vision and Pattern Recognit).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      2 Scopus citations