• 5347 Citations
  • 29 h-Index
19952020
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Research Output 1995 2020

  • 5347 Citations
  • 29 h-Index
  • 60 Conference contribution
  • 28 Article
  • 3 Chapter
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

Feature Extraction
Feature extraction
Caves
Cameras
Infrared radiation
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

Bayesian networks
Statistics
Learning algorithms
1 Citation (Scopus)

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

Katib, A., Rao, P., Barnard, J. J. & Kamhoua, C., Mar 1 2019, In : ACM Transactions on Knowledge Discovery from Data. 13, 2, 14.

Research output: Contribution to journalArticle

Bayesian networks
Statistics
Markov processes
Bandwidth
Data storage equipment
2 Citations (Scopus)

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

restoration
learning
bundles
fibers
brightness

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

learning
bundles
fibers
augmentation
ground truth
2018
1 Citation (Scopus)
shape analysis
crater
Imaging techniques
experiment
Experiments

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

Geometry
Visual Attention
Camera
Cameras
Hybrid Monte Carlo
7 Citations (Scopus)

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

bundles
fibers
augmentation
spatial resolution
high resolution
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

Emotions
1 Citation (Scopus)

Scalable score computation for learning multinomial Bayesian networks over distributed data

Rao, P., Katib, A., Barnard, J. J., 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, Vol. WS-17-01 - WS-17-15. p. 498-504 7 p.

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

Bayesian networks
Markov processes
Bandwidth
Communication
2016
1 Citation (Scopus)

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

Branching process
Gaussian Process
Model structures
Branching
Cameras
2015
17 Citations (Scopus)
Body Weight
Weights and Measures
Emotions
Heterosexuality
Health
1 Citation (Scopus)

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

Dynamical systems
Moderators
Model structures
Sampling
1 Citation (Scopus)

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

probabilistic models
Gene Ontology
Generative Models
Statistical Models
Gene Expression Data
2014

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

Tung, Q., Korp, M., Gniady, C., Efrat, A. & Barnard, J. J., 2014, Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST. Springer Verlag, Vol. 131. 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

Mobile devices
Energy conservation
Display devices
Electric power measurement
Smartphones
33 Citations (Scopus)
Emotions
Blood Pressure
Skin
2013
15 Citations (Scopus)

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, J. J., Maggiora, G. M. & Restifo, L. L., Jan 2013, In : DMM Disease Models and Mechanisms. 6, 1, p. 217-235 19 p.

Research output: Contribution to journalArticle

Bioassay
Biological Assay
Cognition
Neoplasm Metastasis
Hydroxymethylglutaryl-CoA Reductase Inhibitors
3 Citations (Scopus)

A statistical model for recreational trails in aerial images

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

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

Pixels
Antennas
Statistical Models
Experiments
15 Citations (Scopus)

Bayesian 3D tracking from monocular video

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

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

Cameras
Trajectories
Optical flows
Target tracking
Pixels

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

Peralta, R. T., Rebguns, A., Fasel, I. R. & Barnard, J. J., 2013, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 8030 LNCS. 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

Multi-touch
Gesture
Authentication
Biometrics
Signature
38 Citations (Scopus)

Understanding bayesian rooms using composite 3D object models

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

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

Composite materials
Object recognition
Seats
Innovation
Pixels
2012
64 Citations (Scopus)

Bayesian geometric modeling of indoor scenes

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

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

Geometry
Kitchens
Cameras
Sampling
Statistical Models
1 Citation (Scopus)

Client-side backprojection of presentation slides into educational video

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

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

Bandwidth
HTML
Mobile devices
Students
1 Citation (Scopus)

Entropy-Based Analysis of Visual and Geolocation Concepts in Images

Yanai, K., Kawakubo, H. & Barnard, J. J., 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

Entropy
2011
9 Citations (Scopus)

A generative statistical model for tracking multiple smooth trajectories

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

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

Trajectories
Dynamical systems
Birds
Markov processes
Fish
3 Citations (Scopus)

Expanding the point-automatic enlargement of presentation video elements

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

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

Semantics
Lasers
Experiments

Fusing object detection and region appearance for image-text alignment

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

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

Labeling
Object recognition
Labels
Classifiers
Railroad cars
5 Citations (Scopus)

Modelling and visualizing morphology in the fungus Alternaria

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

Research output: Contribution to journalArticle

Alternaria
Fungi
fungus
fungi
Microscopy
14 Citations (Scopus)

Robust spatiotemporal matching of electronic slides to presentation videos

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

Research output: Contribution to journalArticle

Cameras
Distance education
Hidden Markov models
Classifiers
Chemical analysis
37 Citations (Scopus)

Sampling bedrooms

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

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

Sampling
Geometry
Cameras
Pixels
Imaging techniques
2010
7 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

Labeling
Coloring
Pixels
Hardware
3 Citations (Scopus)

Improving and aligning speech with presentation slides

Swaminathan, R., Thompson, M. E., Fong, S., Efrat, A., Amir, A. & Barnard, J. J., 2010, Proceedings - International Conference on Pattern Recognition. p. 3280-3283 4 p. 5597494

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

Audition
Hidden Markov models
Experiments
2 Citations (Scopus)

Region-based automatic web image selection

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

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

Experiments
Learning systems
2009
2 Citations (Scopus)

Accurate alignment of presentation slides with educational video

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

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

Cameras
Bandwidth
6 Citations (Scopus)

Learning models of object structure

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

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

Topology
Geometry
Stochastic models
Labeling
Cameras
5 Citations (Scopus)

Studying on the move - Enriched presentation video for mobile devices

Winslow, A., Tung, Q., Fan, Q., Torkkola, J., Swaminathan, R., Barnard, J. J., Amir, A., Efrat, A. & Gniady, C., 2009, Proceedings - IEEE INFOCOM. 5072194

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

Mobile devices
Lasers
Bandwidth
Distance education
Costs
2008
20 Citations (Scopus)

Evaluation of localized semantics: Data, methodology, and experiments

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

Research output: Contribution to journalArticle

Semantics
Labeling
Labels
Experiments
Data handling
3 Citations (Scopus)

Finding trails

Morris, S. & Barnard, J. J., 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587819

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

Pixels
Dynamic programming
Cost functions
Antennas
Sampling
34 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

artificial intelligence
Y Chromosome
Y chromosome
Chromosomes
Microsatellite Repeats
2007
13 Citations (Scopus)

Inferring grammar-based structure models from 3D microscopy data

Schlecht, J., Barnard, J. J., Spriggs, E. & Pryor, B. M., 2007, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 4270056

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

Model structures
Microscopic examination
Imaging systems
Stochastic models
Fungi
6 Citations (Scopus)

Reducing correspondence ambiguity in loosely labeled training data

Barnard, J. J. & Fan, Q., 2007, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 4270249

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

Labels
Classifiers
2 Citations (Scopus)

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

Schlecht, J., Barnard, J. J. & Pryor, B. M., 2007, Proceedings - Third International Symposium on 3D Data Processing, Visualization, and Transmission, 3DPVT 2006. p. 373-380 8 p. 4155750

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

Optical transfer function
Microscopic examination
Imaging systems
Fungi
Markov processes
13 Citations (Scopus)

Temporal modeling of slide change in presentation videos

Fan, Q., Amir, A., Barnard, J. J., Swaminathan, R. & Efrat, A., 2007, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 1. 4217248

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

chutes
Hidden Markov models
cues
Cameras
inference
2006
62 Citations (Scopus)

Building models of animals from video

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

Research output: Contribution to journalArticle

Animals
Texture
Textures
Object Recognition
Object recognition
7 Citations (Scopus)

Finding visual concepts by web image mining

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

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

Image recognition
Entropy
Experiments
27 Citations (Scopus)

Matching slides to presentation videos using SIFT and scene background matching

Fan, Q., Barnard, J. J., Amir, A., Efrat, A. & Lin, M., 2006, Proceedings of the ACM International Multimedia Conference and Exhibition. p. 239-248 10 p.

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

Color
Cameras
Distance education
Chemical analysis
38 Citations (Scopus)

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, J. J. & Restifo, L. L., Aug 23 2006, In : Journal of Neuroscience. 26, 34, p. 8734-8747 14 p.

Research output: Contribution to journalArticle

Neurites
Drosophila
Phenotype
Neurons
Brain
1 Citation (Scopus)

The LSST moving object processing pipeline

Barnard, J. J., Connolly, A., Denneau, L., Efrat, A., Grav, T., Heasley, J., Jedicke, R., Kubica, J., Moon, B., Morris, S. H. & Rao, P. R., 2006, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 6270. 627024

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

Telescopes
Orbits
Pipelines
telescopes
Asteroids
2005
6 Citations (Scopus)

Detecting, localizing and recovering kinematics of textured animals

Ramanan, D., Forsyth, D. A. & Barnard, J. J., 2005, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Schmid, C., Soatto, S. & Tomasi, C. (eds.). Vol. 2. p. 635-642 8 p.

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

Kinematics
Animals
Object recognition
Textures
29 Citations (Scopus)

Evaluating image retrieval

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

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

Image retrieval
Calibration