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

Research activity per year

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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 proceedingConference contribution

    7 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 proceedingConference contribution

    4 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 proceedingConference contribution

    5 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 proceedingConference contribution

    27 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 proceedingConference contribution

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

    Collins, R. T. & Carr, P., Jan 1 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 proceedingConference contribution

    12 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 proceedingConference 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 proceedingConference contribution

    26 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 proceedingConference contribution

    Open Access
    15 Scopus citations
  • Multitarget data association with higher-order motion models

    Collins, R., Oct 1 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 proceedingConference contribution

    106 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 proceedingConference contribution

    Open Access
    31 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 proceedingConference contribution

    19 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 proceedingConference contribution

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

    Park, M., Luo, J., Collins, R. T. & Liu, Y., Dec 1 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 proceedingConference contribution

    35 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 proceedingConference contribution

    Open Access
    44 Citations (SciVal)
  • 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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

    78 Scopus citations
  • Evaluation of sampling-based pedestrian detection for crowd counting

    Ge, W. & Collins, R. T., Dec 1 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 proceedingConference 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 proceedingConference contribution

    243 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 proceedingConference 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 proceedingConference contribution

    40 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

    46 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 proceedingConference 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 proceedingConference contribution

    37 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 proceedingConference contribution

    65 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 proceedingConference contribution

    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 proceedingConference 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 proceedingConference contribution

    89 Scopus citations
  • 2006

    Body localization in still images using hierarchical models and hybrid search

    Zhang, J., Luo, J., Collins, R. & Liu, Y., Dec 22 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 proceedingConference contribution

    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 proceedingConference 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 proceedingConference contribution

    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 proceedingConference contribution

    51 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

    106 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 proceedingConference contribution

    431 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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

    4 Scopus citations
  • 1993

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

    Collins, R. & Beveridge, J. R., Dec 1 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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

    99 Scopus citations
  • 1988

    Image interpretation by distributed cooperative processes.

    Draper, B. A., Brolio, J., Collins, R., Hanson, A. R. & Riseman, E. M., Dec 1 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 proceedingConference contribution

    2 Scopus citations