• 6831 Citations
  • 34 h-Index
1988 …2017

Research output per year

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Research Output

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

2016

Assessing tracking performance in complex scenarios using mean time between failures

Carr, P. & Collins, R., 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

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

11 Scopus citations
2014

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

Yu, C. P., Ruppert, G., Collins, R., Nguyen, D. T., 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

11 Scopus citations

Estimating the camera direction of a geotagged image using reference images

Park, M., Luo, J., Collins, R. T. & Liu, Y., Sep 2014, In : Pattern Recognition. 47, 9, p. 2880-2893 14 p.

Research output: Contribution to journalArticle

5 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

10 Scopus citations
2013

Multiple target tracking using frame triplets

Butt, A. A. & Collins, R. T., Apr 11 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

12 Scopus citations

Multi-target tracking by lagrangian relaxation to min-cost network flow

Butt, A. A. & Collins, R., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 1846-1853 8 p., 6619085.

Research output: Contribution to journalConference article

159 Scopus citations

Optimized pedestrian detection for multiple and occluded people

Rujikietgumjorn, S. & Collins, R. T., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 3690-3697 8 p., 6619317.

Research output: Contribution to journalConference article

18 Scopus citations

People Transitioning Across Places: A Multimethod Investigation of How People Go to Football Games

Ruback, R. B., Collins, R. T., Koon-Magnin, S., Ge, W., Bonkiewicz, L. & Lutz, C. E., Feb 1 2013, In : Environment and Behavior. 45, 2, p. 239-266 28 p.

Research output: Contribution to journalArticle

9 Scopus citations

Robust autocalibration for a surveillance camera network

Liu, J., Collins, R. & Liu, Y., Apr 4 2013, 2013 IEEE Workshop on Applications of Computer Vision, WACV 2013. p. 433-440 8 p. 6475051

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Scopus citations

Tracking sports players with context-conditioned motion models

Liu, J., Carr, P., Collins, R. & Liu, Y., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 1830-1837 8 p., 6619083.

Research output: Contribution to journalConference article

78 Scopus citations
2012

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

Rauschert, I. & Collins, R. T., Oct 30 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

11 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

79 Scopus citations

Vision-based analysis of small groups in pedestrian crowds

Ge, W., Collins, R. T. & Ruback, R. B., Apr 4 2012, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 34, 5, p. 1003-1016 14 p., 5989835.

Research output: Contribution to journalArticle

215 Scopus citations
2011

Image de-fencing revisited

Park, M., Brocklehurst, K., Collins, R. T. & Liu, Y., Mar 16 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

24 Scopus citations

Surveillance camera autocalibration based on pedestrian height distributions

Liu, J., Collins, R. & Liu, Y., Jan 1 2011.

Research output: Contribution to conferencePaper

34 Scopus citations

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

Park, M., Brocklehurst, K., Collins, R. T. & Liu, Y., Mar 16 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

18 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. & Narayanan, V., Jun 9 2010, DATE 10 - Design, Automation and Test in Europe. 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. & Liu, Y., Dec 1 2010, MM'10 - Proceedings of the ACM Multimedia 2010 International Conference. p. 631-634 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

30 Scopus citations

Crowd density analysis with marked point processes

Ge, W. & Collins, R. T., Sep 2010, In : IEEE Signal Processing Magazine. 27, 5, p. 107-111+123 5562669.

Research output: Contribution to journalArticle

8 Scopus citations

Crowd detection with a multiview sampler

Ge, W. & Collins, R. T., Jan 1 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

26 Scopus citations

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

Park, M., Kashyap, S., Collins, R. T. & Liu, Y., Aug 31 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

6 Scopus citations

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

Jean, E., Collins, R., Hurson, A. R., Sedigh, S. & Jiao, Y., Dec 1 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., Dec 1 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

65 Scopus citations

Deformed lattice detection in real-world images using mean-shift belief propagation

Park, M., Brocklehurst, K., Collins, R. & Liu, Y., Aug 4 2009, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 31, 10, p. 1804-1816 13 p.

Research output: Contribution to journalArticle

118 Scopus citations

Evaluation of sampling-based pedestrian detection for crowd counting

Ge, W. & Collins, R., 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

15 Scopus citations

Marked point processes for crowd counting

Ge, W. & Collins, R., Jan 1 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, Vol. 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2913-2920 8 p. 5206621

Research output: Chapter in Book/Report/Conference proceedingConference contribution

144 Scopus citations

Pushing sensor network computation to the edge

Jean, E., Collins, R., Hurson, A. R., Sedigh, S. & Jiao, Y., Dec 1 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., Jan 1 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, Vol. 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 731-738 8 p. 5206674

Research output: Chapter in Book/Report/Conference proceedingConference contribution

35 Scopus citations
2008

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

Collins, R. T. & Ge, W., Dec 1 2008, Computer Vision - ECCV 2008 - 10th European Conference on Computer Vision, Proceedings. PART 3 ed. 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

7 Scopus citations

Deformed lattice discovery via efficient mean-shift belief propagation

Park, M., Collins, R. & Liu, Y., Dec 1 2008, Computer Vision - ECCV 2008 - 10th European Conference on Computer Vision, Proceedings. PART 2 ed. 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

11 Scopus citations

Efficient mean shift belief propagation for vision tracking

Park, M., Liu, Y. & Collins, R., Sep 23 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

31 Scopus citations

Likelihood map fusion for visual object tracking

Yin, Z., Porikli, F. & Collins, R., Sep 8 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

42 Scopus citations

Multi-target data association by tracklets with unsupervised parameter estimation

Ge, W. & Collins, R. T., Jan 1 2008.

Research output: Contribution to conferencePaper

32 Scopus citations

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

Yin, Z. & Collins, R., Sep 23 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

38 Scopus citations

Online figure-ground segmentation with edge pixel classification

Yin, Z. & Collins, R. T., Jan 1 2008.

Research output: Contribution to conferencePaper

13 Scopus citations

Rotation symmetry group detection via frequency analysis of frieze-expansions

Lee, S., Collins, R. T. & Liu, Y., Sep 23 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

29 Scopus citations
2007

Background estimation under rapid gain change in thermal imagery

Yalcin, H., Collins, R. & Hebert, M., May 1 2007, In : Computer Vision and Image Understanding. 106, 2-3, p. 148-161 14 p.

Research output: Contribution to journalArticle

11 Scopus citations

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

59 Scopus citations

Multilevel spectral partitioning for efficient image segmentation and tracking

Tolliver, D., Collins, R. T. & Baker, S., Oct 23 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

3 Scopus citations

On-the-fly object modeling while tracking

Yin, Z. & Collins, R., Oct 12 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

24 Scopus citations

Shape variation-based frieze pattern for robust gait recognition

Lee, S., Liu, Y. & Collins, R., Oct 11 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

79 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

25 Scopus citations

Moving object localization in thermal imagery by forward-backward MHI

Zhaozheng, Y. & Collins, R., Dec 21 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

58 Scopus citations

Spatial divide and conquer with motion cues for tracking through clutter

Yin, Z. & Collins, R., Dec 22 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., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, 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

37 Scopus citations

Bayesian body localization using mixture of nonlinear shape models

Zhang, J., Collins, R. & Liu, Y., Dec 1 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

12 Scopus citations

Computer vision for interactive and intelligent environments

Jaynes, C. & Collins, R., Dec 1 2005, In : Computer Vision for Interactive and Intelligent Environments 2005. 2005, 1623764.

Research output: Contribution to journalEditorial

Corrected laplacians: Closer cuts and segmentation with shape priors

Tolliver, D., Miller, G. L. & Collins, R., Jan 1 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