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Jacobus J Barnard

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1995 …2024

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  • 2022

    Modular Procedural Generation for Voxel Maps

    Pyarelal, A., Banerjee, A. & Barnard, K., 2022, Computational Theory of Mind for Human-Machine Teams - 1st International Symposium, ToM for Teams 2021, Revised Selected Papers. Gurney, N. & Sukthankar, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 85-101 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13775 LNCS).

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

    1 Scopus citations
  • 2021

    Asymmetric contextual modulation for infrared small target detection

    Dai, Y., Wu, Y., Zhou, F. & Barnard, K., Jan 2021, Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. Institute of Electrical and Electronics Engineers Inc., p. 949-958 10 p. (Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021).

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

    363 Scopus citations

  • Attentional feature fusion

    Dai, Y., Gieseke, F., Oehmcke, S., Wu, Y. & Barnard, K., Jan 2021, Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. Institute of Electrical and Electronics Engineers Inc., p. 3559-3568 10 p. (Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021).

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

    Open Access
    620 Scopus citations
  • 2020

    Attention as activation

    Dai, Y., Oehmcke, S., Gieseke, F., Wu, Y. & Barnard, K., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 4131-4136 6 p. 9413020. (Proceedings - International Conference on Pattern Recognition).

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

    2 Scopus citations
  • 2019

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

    Zachariah, A., Rao, P., Katib, A., Senapati, M. & Barnard, K., Apr 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 proceeding › Conference 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., 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 proceeding › Conference contribution

    17 Scopus citations
  • 2018

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

    Brau, E., Guan, J., Jeffries, T. & Barnard, K., 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 proceeding › Conference contribution

    3 Scopus citations
  • 2017

    Scalable score computation for learning multinomial Bayesian networks over distributed data

    Rao, P., Katib, A., Barnard, K., Kamhoua, C., Kwiat, K. & Njilla, L., 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 proceeding › Conference contribution

    1 Scopus citations
  • 2016

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

    Simek, K., Palanivelu, R. & Barnard, K., 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Springer-Verlag, 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 proceeding › Conference contribution

    2 Scopus citations
  • 2015

    Moderated and drifting linear dynamical systems

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

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

    4 Scopus citations
  • 2014

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

    Tung, Q., Korp, M., Gniady, C., Efrat, A. & Barnard, K., 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 proceeding › Conference contribution

  • 2013

    Bayesian 3D tracking from monocular video

    Brau, E., Guan, J., Simek, K., Pero, L. D., Dawson, C. R. & Barnard, K., 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 proceeding › Conference contribution

    16 Scopus citations

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

    Peralta, R. T., Rebguns, A., Fasel, I. R. & Barnard, K., 2013, Human Aspects of Information Security, Privacy, and Trust - First International Conference, HAS 2013, Held as Part of HCI International 2013, Proceedings. Springer-Verlag, 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 proceeding › Conference contribution

    Open Access
    1 Scopus citations
  • 2012

    Bayesian geometric modeling of indoor scenes

    Del Pero, L., Bowdish, J., Fried, D., Kermgard, B., Hartley, E. & Barnard, K., 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 proceeding › Conference contribution

    Open Access
    105 Scopus citations

  • Client-side backprojection of presentation slides into educational video

    Kharitonova, Y., Tung, Q., Danehy, A., Efrat, A. & Barnard, K., 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 proceeding › Conference contribution

    Open Access
    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., 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 proceeding › Conference contribution

    10 Scopus citations

  • Expanding the point-automatic enlargement of presentation video elements

    Tung, Q., Swaminathan, R., Efrat, A. & Barnard, K., 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 proceeding › Conference contribution

    5 Scopus citations

  • Fusing object detection and region appearance for image-text alignment

    Del Pero, L., Lee, P., Magahern, J., Hartley, E. & Barnard, K., 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 proceeding › Conference contribution

  • Sampling bedrooms

    Del Pero, L., Guan, J., Brau, E., Schlecht, J. & Barnard, K., 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 proceeding › Conference contribution

    44 Scopus citations
  • 2010

    Improving and aligning speech with presentation slides

    Swaminathan, R., Thompson, M. E., Fong, S., Efrat, A., Amir, A. & Barnard, K., 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 proceeding › Conference contribution

    6 Scopus citations

  • Region-based automatic web image selection

    Yanai, K. & Barnard, K., 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 proceeding › Conference contribution

    2 Scopus citations
  • 2009

    Accurate alignment of presentation slides with educational video

    Fan, Q., Barnard, K., Amir, A. & Efrat, A., 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 proceeding › Conference contribution

    Open Access
    2 Scopus citations

  • Learning models of object structure

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

    Research output: Chapter in Book/Report/Conference proceeding › Conference 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., 2009, IEEE INFOCOM Workshops 2009. 5072194. (Proceedings - IEEE INFOCOM).

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

    6 Scopus citations
  • 2008

    Finding trails

    Morris, S. & Barnard, K., 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 proceeding › Conference contribution

    5 Scopus citations
  • 2007

    Inferring grammar-based structure models from 3D microscopy data

    Schlecht, J., Barnard, K., Spriggs, E. & Pryor, B., 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 proceeding › Conference contribution

    16 Scopus citations

  • Reducing correspondence ambiguity in loosely labeled training data

    Barnard, K. & Fan, Q., 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 proceeding › Conference contribution

    6 Scopus citations

  • Temporal modeling of slide change in presentation videos

    Fan, Q., Amir, A., Barnard, K., Swaminathan, R. & Efrat, A., 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 proceeding › Conference contribution

    13 Scopus citations
  • 2006

    Finding visual concepts by web image mining

    Yanai, K. & Barnard, K., 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 proceeding › Conference 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., 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 proceeding › Conference contribution

    31 Scopus citations

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

    Schlecht, J., Barnard, K. & Pryor, B., 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 proceeding › Conference contribution

    3 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., 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 proceeding › Conference contribution

    1 Scopus citations
  • 2005

    Detecting, localizing and recovering kinematics of textured animals

    Ramanan, D., Forsyth, D. A. & Barnard, K., 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 proceeding › Conference contribution

    8 Scopus citations

  • Evaluating image retrieval

    Shirahatti, N. V. & Barnard, K., 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 955-961 7 p. 1467369. (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

  • Evaluation strategies for image understanding and retrieval

    Yanai, K., Shirahatti, N. V., Gabbur, P. & Barnard, K., Nov 10 2005, MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005. Association for Computing Machinery, Inc, p. 217-226 10 p. (MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005).

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

    4 Scopus citations

  • Image region entropy: A measure of "visualness" of web images associated with one concept

    Yanai, K. & Barnard, K., 2005, Proceedings of the 13th ACM International Conference on Multimedia, MM 2005. p. 419-422 4 p. (Proceedings of the 13th ACM International Conference on Multimedia, MM 2005).

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

    64 Scopus citations

  • Probabilistic travel modeling using GPS

    Morris, S., Gimblett, R. & Barnard, K., 2005, MODSIM05 - International Congress on Modelling and Simulation: Advances and Applications for Management and Decision Making, Proceedings. p. 149-155 7 p. (MODSIM05 - International Congress on Modelling and Simulation: Advances and Applications for Management and Decision Making, Proceedings).

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

    3 Scopus citations

  • Probabilistic web image gathering

    Yanai, K. & Barnard, K., Nov 10 2005, MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005. Association for Computing Machinery, Inc, p. 57-64 8 p. (MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005).

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

    Open Access
    49 Scopus citations
  • 2004

    Digital trail libraries

    Morris, S., Morris, A. & Barnard, K., 2004, Proceedings of the Fourth ACM/IEEE Joint Conference on Digital Libraries; Global Reach and Diverse Impact, JCDL 2004. Association for Computing Machinery, p. 63-71 9 p. (Proceedings of the ACM IEEE International Conference on Digital Libraries, JCDL 2004).

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

    24 Scopus citations
  • 2002

    Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary

    Duygulu, P., Barnard, K., de Freitas, J. F. G. & Forsyth, D. A., 2002, Computer Vision - ECCV 2002 - 7th European Conference on Computer Vision, Proceedings. Heyden, A., Sparr, G., Nielsen, M. & Johansen, P. (eds.). Springer-Verlag, p. 97-112 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2353).

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

    1129 Scopus citations
  • 2001

    Exploiting image semantics for picture libraries

    Barnard, K. & Forsyth, D., 2001, Proceedings of First ACM/IEEE-CS Joint Conference on Digital Libraries. p. 469 1 p. (Proceedings of First ACM/IEEE-CS Joint Conference on Digital Libraries).

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

    6 Scopus citations

  • Exploiting image semantics for picture libraries

    Barnard, K. & Forsyth, D., 2001, Proceedings of the 1st ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL 2001. Association for Computing Machinery, p. 469 1 p. (Proceedings of the ACM International Conference on Digital Libraries).

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

  • 2000

    Colour by correlation in a three-dimensional colour space

    Barnard, K., Martin, L. & Funt, B., 2000, Computer Vision - ECCV 2000 - 6th European Conference on Computer Vision, Proceedings. Vernon, D. (ed.). Springer-Verlag, p. 375-389 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1842).

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

    Open Access
    27 Scopus citations

  • Improvements to gamut mapping colour constancy algorithms

    Barnard, K., 2000, Computer Vision - ECCV 2000 - 6th European Conference on Computer Vision, Proceedings. Vernon, D. (ed.). Springer-Verlag, p. 390-403 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1842).

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

    61 Scopus citations
  • 1998

    Is machine colour constancy good enough?

    Funt, B., Barnard, K. & Martin, L., 1998, Computer Vision - ECCV 1998 - 5th European Conference on Computer Vision, Proceedings. Neumann, B. & Burkhardt, H. (eds.). Springer-Verlag, p. 445-459 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1406).

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

    Open Access
    211 Scopus citations
  • 1996

    Colour constancy for scenes with varying illumination

    Barnard, K., Finlayson, G. & Funt, B., 1996, Computer Vision – ECCV 1996 - 4th European Conference on Computer Vision, Proceedings. Buxton, B. & Cipolla, R. (eds.). Springer-Verlag, p. 1-15 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1065).

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

    10 Scopus citations