• 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
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Article
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
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
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
2015
17 Citations (Scopus)
Body Weight
Weights and Measures
Emotions
Heterosexuality
Health
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
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
2011
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
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
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
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
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
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
2005
24 Citations (Scopus)

Relevance feedback using adaptive clustering for image similarity retrieval

Kim, D. H., Chung, C. W. & Barnard, J. J., Oct 2005, In : Journal of Systems and Software. 78, 1, p. 9-23 15 p.

Research output: Contribution to journalArticle

Image retrieval
Feedback
Linear transformations
Merging
Experiments
34 Citations (Scopus)

Word sense disambiguation with pictures

Barnard, J. J. & Johnson, M., Sep 2005, In : Artificial Intelligence. 167, 1-2, p. 13-30 18 p.

Research output: Contribution to journalArticle

Experiments
experiment
Disambiguation
Word Sense
language
2004
103 Citations (Scopus)
Object recognition
Statistical Models
Object Recognition
Statistical Model
Learning
2003
1164 Citations (Scopus)

Matching Words and Pictures

Barnard, J. J., Duygulu, P., Forsyth, D., De Freitas, N., Blei, D. M. & Jordan, M. I., Aug 15 2003, In : Journal of Machine Learning Research. 3, 6, p. 1107-1135 29 p.

Research output: Contribution to journalArticle

Annotation
Data mining
Object recognition
Correspondence
Joint Distribution
2002
317 Citations (Scopus)

A comparison of computational color constancy algorithms - Part I: Methodology and experiments with synthesized data

Barnard, J. J., Cardei, V. & Funt, B., Sep 2002, In : IEEE Transactions on Image Processing. 11, 9, p. 972-984 13 p.

Research output: Contribution to journalArticle

Color Constancy
Color
Methodology
Experiment
Experiments
243 Citations (Scopus)

A comparison of computational color constancy algorithms - Part II: Experiments with image data

Barnard, J. J., Martin, L., Coath, A. & Funt, B., Sep 2002, In : IEEE Transactions on Image Processing. 11, 9, p. 985-996 12 p.

Research output: Contribution to journalArticle

Color Constancy
Color
Experiment
Experiments
Neural Nets
242 Citations (Scopus)

A data set for color research

Barnard, J. J., Martin, L., Funt, B. & Coath, A., Jun 2002, In : Color Research and Application. 27, 3, p. 147-151 5 p.

Research output: Contribution to journalArticle

Color
Computer vision
Cameras
Experiments
experiment
140 Citations (Scopus)

Camera characterization for color research

Barnard, J. J. & Funt, B., Jun 2002, In : Color Research and Application. 27, 3, p. 152-163 12 p.

Research output: Contribution to journalArticle

Cameras
Color
Linearization
Sensors
136 Citations (Scopus)

Estimating the scene illumination chromaticity by using a neural network

Cardei, V. C., Funt, B. & Barnard, J. J., 2002, In : Journal of the Optical Society of America A: Optics and Image Science, and Vision. 19, 12, p. 2374-2386 13 p.

Research output: Contribution to journalArticle

Lighting
Color
Neural networks
Photography
Object recognition
2001
43 Citations (Scopus)

Sensor sharpening for computational color constancy

Barnard, J. J., Ciurea, F. & Funt, B., 2001, In : Journal of the Optical Society of America A: Optics and Image Science, and Vision. 18, 11, p. 2728-2743 16 p.

Research output: Contribution to journalArticle

Color
Sensors
Cameras
Processing
Experiments
1997
92 Citations (Scopus)

Color Constancy for Scenes with Varying Illumination

Barnard, J. J., Finlayson, G. & Funt, B., Feb 1997, In : Computer Vision and Image Understanding. 65, 2, p. 311-321 11 p.

Research output: Contribution to journalArticle

Lighting
Color
Information use