• 5422 Citations
  • 30 h-Index
19952020

Research output per year

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Research Output

2020

Improving Visual Feature Extraction in Glacial Environments

Morad, S. D., Nash, J., Higa, S., Smith, R., Parness, A. & Barnard, K., Apr 2020, In : IEEE Robotics and Automation Letters. 5, 2, p. 385-390 6 p., 8931615.

Research output: Contribution to journalArticle

2019

A gossip-based system for fast approximate score computation in multinomial Bayesian networks

Zachariah, A., Rao, P., Katib, A., Senapati, M. & Barnard, J. J., Apr 1 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 1968-1971 4 p. 8731481. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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

Eidos, INDRA, & Delphi: From free text to executable causal models

Sharp, R., Pyarelal, A., Gyori, B. M., Alcock, K., Laparra, E., Valenzuela-Escarcega, M. A., Nagesh, A., Yadav, V., Bachman, J. A., Tang, Z., Lent, H., Luo, F., Paul, M., Bethard, S., Barnard, K., Morrison, C. T. & Surdeanu, M., Jan 1 2019, NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Demonstrations Session. Association for Computational Linguistics (ACL), p. 42-47 6 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Demonstrations Session).

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

Fast approximate score computation on large-scale distributed data for learning multinomial Bayesian networks

Katib, A., Rao, P., Barnard, K. & Kamhoua, C., Mar 2019, In : ACM Transactions on Knowledge Discovery from Data. 13, 2, 14.

Research output: Contribution to journalArticle

1 Scopus citations

Fiber bundle image restoration using deep learning

Shao, J., Zhang, J., Huang, X., Liang, R. & Barnard, J. J., Mar 1 2019, In : Optics letters. 44, 5, p. 1080-1083 4 p.

Research output: Contribution to journalArticle

3 Scopus citations

Fiber bundle imaging resolution enhancement using deep learning

Shao, J., Zhang, J., Liang, R. & Barnard, J. J., May 27 2019, In : Optics Express. 27, 11, p. 15880-15890 11 p.

Research output: Contribution to journalArticle

2 Scopus citations
2018
1 Scopus citations

Multiple-Gaze Geometry: Inferring Novel 3D Locations from Gazes Observed in Monocular Video

Brau, E., Guan, J., Jeffries, T. & Barnard, J. J., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). Springer-Verlag, p. 641-659 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11208 LNCS).

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

1 Scopus citations

Resolution enhancement for fiber bundle imaging using maximum a posteriori estimation

Shao, J., Liao, W. C., Liang, R. & Barnard, J. J., Apr 15 2018, In : Optics Letters. 43, 8, p. 1906-1909 4 p.

Research output: Contribution to journalArticle

8 Scopus citations
2017

Computational temporal interpersonal emotion systems

Butler, E. A., Guan, J., Predoehl, A., Brau, E., Simek, K. & Barnard, J. J., May 25 2017, Computational Social Psychology. Taylor and Francis Inc., p. 127-143 17 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations

Scalable score computation for learning multinomial Bayesian networks over distributed data

Rao, P., Katib, A., Barnard, K., Kamhoua, C., Kwiat, K. & Njilla, L., Jan 1 2017, WS-17-01: Artificial Intelligence and Operations Research for Social Good; WS-17-02: Artificial Intelligence, Ethics, and Society; WS-17-03: Artificial Intelligence for Connected and Automated Vehicles; WS-17-04: Artificial Intelligence for Cyber Security; WS-17-05: Artificial Intelligence for Smart Grids and Buildings; WS-17-06: Computer Poker and Imperfect Information Games; WS-17-07: Crowdsourcing, Deep Learning and Artificial Intelligence Agents; WS-17-08: Distributed Machine Learning; WS-17-09: Joint Workshop on Health Intelligence; WS-17-10: Human-Aware Artificial Intelligence; WS-17-11: Human-Machine Collaborative Learning; WS-17-12: Knowledge-Based Techniques for Problem Solving and Reasoning; WS-17-13: Plan, Activity, and Intent Recognition; WS-17-14: Symbolic Inference and Optimization; WS-17-15: What's Next for AI in Games?. AI Access Foundation, p. 498-504 7 p. (AAAI Workshop - Technical Report; vol. WS-17-01 - WS-17-15).

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

1 Scopus citations
2016

Branching gaussian processes with applications to spatiotemporal reconstruction of 3D trees

Simek, K., Palanivelu, R. & Barnard, J. J., 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Springer Verlag, Vol. 9912 LNCS. p. 177-193 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9912 LNCS).

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

2 Scopus citations
2015
17 Scopus citations

Moderated and drifting linear dynamical systems

Guan, J., Simek, K., Brau, E., Morrison, C. T., Butler, E. A. & Barnard, J. J., 2015, 32nd International Conference on Machine Learning, ICML 2015. International Machine Learning Society (IMLS), Vol. 3. p. 2463-2472 10 p.

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

2 Scopus citations

Multimodal probabilistic generative models for time-course gene expression data and Gene Ontology (GO) tags

Gabbur, P., Hoying, J. & Barnard, J. J., Oct 1 2015, In : Mathematical Biosciences. 268, p. 80-91 12 p.

Research output: Contribution to journalArticle

1 Scopus citations
2014

MobiSLIC: Content-aware energy saving for educational videos on mobile devices

Tung, Q., Korp, M., Gniady, C., Efrat, A. & Barnard, K., Jan 1 2014, Mobile and Ubiquitous Systems: Computing, Networking, and Services - 10th International Conference, MOBIQUITOUS 2013, Revised Selected Papers. Stojmenovic, I., Cheng, Z. & Guo, S. (eds.). Springer-Verlag, p. 396-408 13 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 131).

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

Testing the effects of suppression and reappraisal on emotional concordance using a multivariate multilevel model

Butler, E. A., Gross, J. J. & Barnard, K., Apr 2014, In : Biological Psychology. 98, 1, p. 6-18 13 p.

Research output: Contribution to journalArticle

37 Scopus citations
2013

A cell-based fascin bioassay identifies compounds with potential anti-metastasis or cognition-enhancing functions

Kraft, R., Kahn, A., Medina-Franco, J. L., Orlowski, M. L., Baynes, C., Loṕez-Vallejo, F., Barnard, K., Maggiora, G. M. & Restifo, L. L., Jan 1 2013, In : DMM Disease Models and Mechanisms. 6, 1, p. 217-235 19 p.

Research output: Contribution to journalArticle

16 Scopus citations

A statistical model for recreational trails in aerial images

Predoehl, A., Morris, S. & Barnard, K., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 337-344 8 p., 6618894.

Research output: Contribution to journalConference article

3 Scopus citations

Bayesian 3D tracking from monocular video

Brau, E., Guan, J., Simek, K., Pero, L. D., Dawson, C. R. & Barnard, K., Jan 1 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. Institute of Electrical and Electronics Engineers Inc., p. 3368-3375 8 p. 6751530. (Proceedings of the IEEE International Conference on Computer Vision).

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

15 Scopus citations

Learning a policy for gesture-based active multi-touch authentication

Peralta, R. T., Rebguns, A., Fasel, I. R. & Barnard, K., Aug 1 2013, Human Aspects of Information Security, Privacy, and Trust - First International Conference, HAS 2013, Held as Part of HCI International 2013, Proceedings. p. 59-68 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8030 LNCS).

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

Understanding bayesian rooms using composite 3D object models

Del Pero, L., Bowdish, J., Kermgard, B., Hartley, E. & Barnard, K., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 153-160 8 p., 6618871.

Research output: Contribution to journalConference article

40 Scopus citations
2012

Bayesian geometric modeling of indoor scenes

Del Pero, L., Bowdish, J., Fried, D., Kermgard, B., Hartley, E. & Barnard, K., Oct 1 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 2719-2726 8 p. 6247994. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

68 Scopus citations

Client-side backprojection of presentation slides into educational video

Kharitonova, Y., Tung, Q., Danehy, A., Efrat, A. & Barnard, K., Dec 26 2012, MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia. p. 1005-1008 4 p. (MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia).

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

1 Scopus citations

Entropy-Based Analysis of Visual and Geolocation Concepts in Images

Yanai, K., Kawakubo, H. & Barnard, K., Aug 24 2012, Multimedia Information Extraction: Advances in Video, Audio, and Imagery Analysis for Search, Data Mining, Surveillance, and Authoring. John Wiley and Sons, p. 63-80 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations
2011

A generative statistical model for tracking multiple smooth trajectories

Brau, E., Dunatunga, D., Barnard, K., Tsukamoto, T., Palanivelu, R. & Lee, P., Jan 1 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 1137-1144 8 p. 5995736. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

9 Scopus citations

Expanding the point-automatic enlargement of presentation video elements

Tung, Q., Swaminathan, R., Efrat, A. & Barnard, K., Dec 29 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops. p. 961-964 4 p. (MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops).

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

3 Scopus citations

Fusing object detection and region appearance for image-text alignment

Del Pero, L., Lee, P., Magahern, J., Hartley, E. & Barnard, K., Dec 29 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops. p. 1113-1116 4 p. (MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops).

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

Modelling and visualizing morphology in the fungus Alternaria

Taralova, E. H., Schlecht, J., Barnard, K. & Pryor, B. M., Nov 1 2011, In : Fungal Biology. 115, 11, p. 1163-1173 11 p.

Research output: Contribution to journalArticle

5 Scopus citations

Robust spatiotemporal matching of electronic slides to presentation videos

Fan, Q., Barnard, K., Amir, A. & Efrat, A., Aug 1 2011, In : IEEE Transactions on Image Processing. 20, 8, p. 2315-2328 14 p., 5705574.

Research output: Contribution to journalArticle

14 Scopus citations

Sampling bedrooms

Del Pero, L., Guan, J., Brau, E., Schlecht, J. & Barnard, K., Jan 1 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 2009-2016 8 p. 5995737. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

37 Scopus citations
2010

A fast connected components labeling algorithm and its application to real-time pupil detection

Gabbur, P., Hua, H. & Barnard, K., Aug 1 2010, In : Machine Vision and Applications. 21, 5, p. 779-787 9 p.

Research output: Contribution to journalArticle

7 Scopus citations

Improving and aligning speech with presentation slides

Swaminathan, R., Thompson, M. E., Fong, S., Efrat, A., Amir, A. & Barnard, K., Nov 18 2010, Proceedings - 2010 20th International Conference on Pattern Recognition, ICPR 2010. p. 3280-3283 4 p. 5597494. (Proceedings - International Conference on Pattern Recognition).

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

3 Scopus citations

Region-based automatic web image selection

Yanai, K. & Barnard, K., May 21 2010, MIR 2010 - Proceedings of the 2010 ACM SIGMM International Conference on Multimedia Information Retrieval. p. 305-312 8 p. (MIR 2010 - Proceedings of the 2010 ACM SIGMM International Conference on Multimedia Information Retrieval).

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

2 Scopus citations
2009

Accurate alignment of presentation slides with educational video

Fan, Q., Barnard, K., Amir, A. & Efrat, A., Nov 20 2009, Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009. p. 1198-1201 4 p. 5202715. (Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009).

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

2 Scopus citations

Learning models of object structure

Schlecht, J. & Barnard, K., Dec 1 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 1615-1623 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

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

6 Scopus citations

Studying on the move - Enriched presentation video for mobile devices

Winslow, A., Tung, Q., Fan, Q., Torkkola, J., Swaminathan, R., Barnard, K., Amir, A., Efrat, A. & Gniady, C., Oct 12 2009, IEEE INFOCOM Workshops 2009. 5072194. (Proceedings - IEEE INFOCOM).

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

5 Scopus citations
2008

Evaluation of localized semantics: Data, methodology, and experiments

Barnard, K., Fan, Q., Swaminathan, R., Hoogs, A., Collins, R., Rondot, P. & Kaufhold, J., May 1 2008, In : International Journal of Computer Vision. 77, 1-3, p. 199-217 19 p.

Research output: Contribution to journalArticle

20 Scopus citations

Finding trails

Morris, S. & Barnard, K., Sep 23 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587819. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

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

3 Scopus citations

Machine-learning approaches for classifying haplogroup from Y chromosome STR data

Schlecht, J., Kaplan, M. E., Barnard, K., Karafet, T., Hammer, M. F. & Merchant, N. C., Jun 1 2008, In : PLoS computational biology. 4, 6, e1000093.

Research output: Contribution to journalArticle

34 Scopus citations
2007

Inferring grammar-based structure models from 3D microscopy data

Schlecht, J., Barnard, K., Spriggs, E. & Pryor, B., Oct 11 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270056. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

13 Scopus citations

Reducing correspondence ambiguity in loosely labeled training data

Barnard, K. & Fan, Q., Oct 11 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270249. (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

Temporal modeling of slide change in presentation videos

Fan, Q., Amir, A., Barnard, K., Swaminathan, R. & Efrat, A., Aug 6 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07. p. I989-I992 4217248. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 1).

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

13 Scopus citations
2006

Building models of animals from video

Ramanan, D., Forsyth, D. A. & Barnard, K., Dec 1 2006, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 28, 8, p. 1319-1333 15 p.

Research output: Contribution to journalArticle

64 Scopus citations

Finding visual concepts by web image mining

Yanai, K. & Barnard, K., Dec 1 2006, Proceedings of the 15th International Conference on World Wide Web. p. 923-924 2 p. (Proceedings of the 15th International Conference on World Wide Web).

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

7 Scopus citations

Matching slides to presentation videos using SIFT and scene background matching

Fan, Q., Barnard, K., Amir, A., Efrat, A. & Lin, M., Dec 1 2006, Proceedings of the 8th ACM Multimedia International Workshop on Multimedia Information Retrieval, MIR 2006. p. 239-248 10 p. (Proceedings of the ACM International Multimedia Conference and Exhibition).

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

27 Scopus citations

Phenotypes of Drosophila brain neurons in primary culture reveal a role for fascin in neurite shape and trajectory

Kraft, R., Escobar, M. M., Narro, M. L., Kurtis, J. L., Efrat, A., Barnard, K. & Restifo, L. L., Aug 23 2006, In : Journal of Neuroscience. 26, 34, p. 8734-8747 14 p.

Research output: Contribution to journalArticle

38 Scopus citations

Statistical inference of biological structure and point spread functions in 3D microscopy

Schlecht, J., Barnard, K. & Pryor, B., Jan 1 2006, Proceedings - 3rd International Symposium on 3D Data Processing, Visualization, and Transmission, 3DPVT 2006. IEEE Computer Society, p. 373-380 8 p. 4155750. (Proceedings - Third International Symposium on 3D Data Processing, Visualization, and Transmission, 3DPVT 2006).

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

2 Scopus citations

The LSST moving object processing pipeline

Barnard, K., Connolly, A., Denneau, L., Efrat, A., Grav, T., Heasley, J., Jedicke, R., Kubica, J., Moon, B., Morris, S. H. & Rao, P. R., Oct 9 2006, Observatory Operations: Strategies, Processes, and Systems. 627024. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 6270).

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

1 Scopus citations
2005

Detecting, localizing and recovering kinematics of textured animals

Ramanan, D., Forsyth, D. A. & Barnard, K., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 635-642 8 p. 1467501. (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

6 Scopus citations