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19972019
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Research Output 1997 2019

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2019

ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild

Luo, Y., Ye, J., Adams, R. B., Li, J., Newman, M. G. & Wang, J. Z., Jan 1 2019, (Accepted/In press) In : International Journal of Computer Vision.

Research output: Contribution to journalArticle

Robots
Information science
Computer science
Statistical methods
Robotics

Detecting Comma-Shaped Clouds for Severe Weather Forecasting Using Shape and Motion

Zheng, X., Ye, J., Chen, Y., Wistar, S., Li, J., Piedra Fernández, J. A., Steinberg, M. A. & Wang, J. Z., Jun 2019, In : IEEE Transactions on Geoscience and Remote Sensing. 57, 6, p. 3788-3801 14 p., 8606456.

Research output: Contribution to journalArticle

Weather forecasting
severe weather
weather forecasting
Satellites
sliding

Optimal transport, mean partition, and uncertainty assessment in cluster analysis

Li, J., Seo, B. & Lin, L., Oct 1 2019, In : Statistical Analysis and Data Mining. 12, 5, p. 359-377 19 p.

Research output: Contribution to journalArticle

Optimal Transport
Cluster analysis
Cluster Analysis
Agglomeration
Partition
2 Citations (Scopus)

Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data

Ye, J., Li, J., Newman, M. G., Adams, R. B. & Wang, J. Z., Jan 1 2019, In : IEEE Transactions on Affective Computing. 10, 1, p. 115-128 14 p., 7872458.

Research output: Contribution to journalArticle

Labels
Experiments
Concretes
Testing
Statistical Models
2018

Development and validation of Image Stimuli for Emotion Elicitation (ISEE): A novel affective pictorial system with test-retest repeatability

Kim, H., Lu, X., Costa, M., Kandemir, B., Adams, Jr., R., Li, J., Wang, J. & Newman, M. G., Mar 1 2018, In : Psychiatry Research. 261, p. 414-420 7 p.

Research output: Contribution to journalArticle

Emotions
Research Personnel

Geometry-Sensitive Ensemble Mean Based on Wasserstein Barycenters: Proof-of-Concept on Cloud Simulations

Li, J. & Zhang, F., Oct 2 2018, In : Journal of Computational and Graphical Statistics. 27, 4, p. 785-797 13 p.

Research output: Contribution to journalArticle

Barycentre
Ensemble
Forecast
Simulation
Wasserstein Metric
2017

Baum-Welch algorithm on directed acyclic graph for mixtures with latent Bayesian networks

Li, J. & Lin, L., Jan 1 2017, In : Stat. 6, 1, p. 303-314 12 p.

Research output: Contribution to journalArticle

Directed Acyclic Graph
Bayesian Networks
Expectation Maximization
Expectation-maximization Algorithm
Exact Algorithms
1 Citation (Scopus)

Clustering with Hidden Markov Model on Variable Blocks

Lin, L. & Li, J., Nov 1 2017, In : Journal of Machine Learning Research. 18, p. 1-49 49 p.

Research output: Contribution to journalArticle

Hidden Markov models
Markov Model
Clustering
Association reactions
Search Algorithm
20 Citations (Scopus)

Fast discrete distribution clustering using wasserstein barycenter with sparse support

Ye, J., Wu, P., Wang, J. Z. & Li, J., May 1 2017, In : IEEE Transactions on Signal Processing. 65, 9, p. 2317-2332 16 p., 7833204.

Research output: Contribution to journalArticle

Convergence of numerical methods
Computational efficiency
Scalability
Costs
Experiments
3 Citations (Scopus)

Severe Thunderstorm Detection by Visual Learning Using Satellite Images

Zhang, Y., Wistar, S., Li, J., Steinberg, M. A. & Wang, J., Feb 1 2017, In : IEEE Transactions on Geoscience and Remote Sensing. 55, 2, p. 1039-1052 14 p., 7733124.

Research output: Contribution to journalArticle

Thunderstorms
thunderstorm
learning
Satellites
Weather forecasting
2016
2 Citations (Scopus)

Distance-based mixture modeling for classification via hypothetical local mapping

Qiao, M. & Li, J., Feb 1 2016, In : Statistical Analysis and Data Mining. 9, 1, p. 43-57 15 p.

Research output: Contribution to journalArticle

Mixture Modeling
Incremental Learning
Centroid
Kernel Density
Clustering algorithms
2015
7 Citations (Scopus)
Clustering algorithms
Parallel algorithms
Parallel processing systems
Information retrieval
Learning algorithms
2013
4 Citations (Scopus)

Enhancing training collections for image annotation: An instance-weighted mixture modeling approach

Sawant, N., Wang, J. & Li, J., Sep 1 2013, In : IEEE Transactions on Image Processing. 22, 9, p. 3562-3577 16 p.

Research output: Contribution to journalArticle

Noise
Parameter estimation
Learning
Weights and Measures
Experiments
12 Citations (Scopus)

Mapping shape quantitative trait loci using a radius-centroid-contour model

Fu, G., Bo, W., Pang, X., Wang, Z., Chen, L., Song, Y., Zhang, Z., Li, J. & Wu, R., Jun 1 2013, In : Heredity. 110, 6, p. 511-519 9 p.

Research output: Contribution to journalArticle

Quantitative Trait Loci
Populus
Internal-External Control
Statistical Models
Principal Component Analysis
2012
49 Citations (Scopus)

OSCAR: On-site composition and aesthetics feedback through exemplars for photographers

Yao, L., Suryanarayan, P., Qiao, M., Wang, J. Z. & Li, J., Feb 1 2012, In : International Journal of Computer Vision. 96, 3, p. 353-383 31 p.

Research output: Contribution to journalArticle

Feedback
Chemical analysis
Color
Photography
75 Citations (Scopus)

Rhythmic brushstrokes distinguish van gogh from his contemporaries: Findings via automated brushstroke extraction

Li, J., Yao, L., Hendriks, E. & Wang, J. Z., May 1 2012, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 34, 6, p. 1159-1176 18 p., 6042878.

Research output: Contribution to journalArticle

Painting
Edge detection
Edge Detection
Period of time
Segmentation
11 Citations (Scopus)

Variable selection for clustering by separability based on ridgelines

Lee, H. & Li, J., Jun 1 2012, In : Journal of Computational and Graphical Statistics. 21, 2, p. 315-337 23 p.

Research output: Contribution to journalArticle

Separability
Variable Selection
Clustering
Expectation-maximization Algorithm
Critical point
2011
180 Citations (Scopus)

Aesthetics and emotions in images

Joshi, D., Datta, R., Fedorovskaya, E., Luong, Q. T., Wang, J. Z., Li, J. & Luo, J., Sep 2011, In : IEEE Signal Processing Magazine. 28, 5, p. 94-115 22 p., 5999579.

Research output: Contribution to journalArticle

Painting
Photography
Real-world Applications
Aesthetics
Emotion
7 Citations (Scopus)

Agglomerative connectivity constrained clustering for image segmentation

Li, J., Feb 1 2011, In : Statistical Analysis and Data Mining. 4, 1, p. 84-99 16 p.

Research output: Contribution to journalArticle

Image segmentation
Image Segmentation
Connectivity
Segmentation
Clustering
35 Citations (Scopus)

Automatic image semantic interpretation using social action and tagging data

Sawant, N., Li, J. & Wang, J., Jan 1 2011, In : Multimedia Tools and Applications. 51, 1, p. 213-246 34 p.

Research output: Contribution to journalArticle

Semantics
Electric fuses
Human computer interaction
Data mining
Labels
2010
2 Citations (Scopus)

Two-way Gaussian mixture models for high dimensional classification

Qiao, M. & Li, J., Aug 1 2010, In : Statistical Analysis and Data Mining. 3, 4, p. 259-271 13 p.

Research output: Contribution to journalArticle

Gaussian Mixture Model
High-dimensional
Dimension Reduction
Discriminant Analysis
Grouping
2009
34 Citations (Scopus)

Exploiting the humanmachine gap in image recognition for designing CAPTCHAs

Datta, R., Li, J. & Wang, J., Sep 1 2009, In : IEEE Transactions on Information Forensics and Security. 4, 3, p. 504-518 15 p., 4956990.

Research output: Contribution to journalArticle

Image recognition
Image retrieval
Image matching
Signal analysis
Linguistics
2008
13 Citations (Scopus)

Forecasting Web page views: Methods and observations

Li, J. & Moore, A. W., Oct 1 2008, In : Journal of Machine Learning Research. 9, p. 2217-2250 34 p.

Research output: Contribution to journalArticle

Forecasting
Websites
Impulse
Prediction
Quadratic Optimization
164 Citations (Scopus)

Image processing for artist identification: Computerized analysis of Vincent van Gogh's painting brushstrokes

Johnson, C. R., Hendriks, E., Berezhnoy, I. J., Brevdo, E., Hughes, S. M., Daubechies, I., Li, J., Postma, E. & Wang, J. Z., Jul 2008, In : IEEE Signal Processing Magazine. 25, 4, p. 37-48 12 p.

Research output: Contribution to journalArticle

Painting
Image Processing
Image processing
Wavelet decomposition
Signal analysis
2291 Citations (Scopus)

Image retrieval: Ideas, influences, and trends of the new age

Datta, R., Joshi, D., Li, J. & Wang, J., Apr 1 2008, In : ACM Computing Surveys. 40, 2, 5.

Research output: Contribution to journalArticle

Image retrieval
Image Retrieval
Automatic Image Annotation
Content-based Image Retrieval
Subfield
325 Citations (Scopus)

Real-time computerized annotation of pictures

Li, J. & Wang, J. Z., Jun 1 2008, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 30, 6, p. 985-1002 18 p.

Research output: Contribution to journalArticle

Annotation
Real-time
Linguistics
Indexing
Sharing

“CAT: A Graphical User Interface for Visualization and Level-of-Detail Control for Large Scale Image Collections”

Gomi, A., Miyazaki, R., Itoh, T. & Li, J., Jan 1 2008, In : Journal of the Institute of Image Electronics Engineers of Japan. 37, 4, p. 436-443 8 p.

Research output: Contribution to journalArticle

Data visualization
Graphical user interfaces
User interfaces
Visualization
Display devices
2007
113 Citations (Scopus)

A nonparametric statistical approach to clustering via mode identification

Li, J., Ray, S. & Lindsay, B. G., Aug 1 2007, In : Journal of Machine Learning Research. 8, p. 1687-1723 37 p.

Research output: Contribution to journalArticle

Clustering
Model-based Clustering
Gaussian distribution
Merging
Probability density function
36 Citations (Scopus)

Toward bridging the annotation-retrieval gap in image search

Datta, R., Ge, W., Li, J. & Wang, J., Jul 1 2007, In : IEEE Multimedia. 14, 3, p. 24-35 12 p.

Research output: Contribution to journalArticle

Ontology
2006
21 Citations (Scopus)

A computationally efficient approach to the estimation of two- and three-dimensional hidden Markov models

Joshi, D., Li, J. & Wang, J. Z., Jul 1 2006, In : IEEE Transactions on Image Processing. 15, 7, p. 1871-1886 16 p.

Research output: Contribution to journalArticle

Hidden Markov models
Parameter estimation
Image segmentation
Computational efficiency
Image analysis
5 Citations (Scopus)

Machine annotation and retrieval for digital imagery of historical materials

Wang, J., Grieb, K., Zhang, Y., Chen, C. C., Chen, Y. & Li, J., Feb 1 2006, In : International Journal on Digital Libraries. 6, 1, p. 18-29 12 p.

Research output: Contribution to journalArticle

indexing
linguistics
dictionary
historian
expertise
75 Citations (Scopus)

The story picturing engine - A system for automatic text illustration

Joshi, D., Wang, J. & Li, J., Jan 1 2006, In : ACM Transactions on Multimedia Computing, Communications and Applications. 2, 1, p. 68-89 22 p.

Research output: Contribution to journalArticle

Engines
Statistical methods
Reinforcement
Semantics
Experiments
37 Citations (Scopus)

Two-way Poisson mixture models for simultaneous document classification and word clustering

Li, J. & Zha, H., Jan 10 2006, In : Computational Statistics and Data Analysis. 50, 1 SPEC. ISS., p. 163-180 18 p.

Research output: Contribution to journalArticle

Poisson Mixture
Document Classification
Poisson Model
Mixture Model
Clustering
2005
37 Citations (Scopus)

Clustering based on a multilayer mixture model

Li, J., Sep 1 2005, In : Journal of Computational and Graphical Statistics. 14, 3, p. 547-568 22 p.

Research output: Contribution to journalArticle

Mixture Model
Multilayer
Clustering
Maximum Likelihood
Model-based Clustering
2004
84 Citations (Scopus)

Regulatory potential scores from genome-wide three-way alignments of human, mouse, and rat

Kolbe, D., Taylor, J., Elnitski, L., Eswara, P., Li, J., Miller, W., Hardison, R. & Chiaromonte, F., Apr 1 2004, In : Genome research. 14, 4, p. 700-707 8 p.

Research output: Contribution to journalArticle

Genome
Genes
122 Citations (Scopus)

Studying digital imagery of ancient paintings by mixtures of stochastic models

Li, J. & Wang, J. Z., Mar 1 2004, In : IEEE Transactions on Image Processing. 13, 3, p. 340-353 14 p.

Research output: Contribution to journalArticle

Painting
Stochastic models
Hidden Markov models
Electronic document identification systems
Ink
2003
847 Citations (Scopus)
Statistical Modeling
Random processes
Linguistics
Indexing
Stochastic Processes
224 Citations (Scopus)

Covariation in frequencies of substitution, deletion, transposition, and recombination during eutherian evolution.

Hardison, R. C., Roskin, K. M., Yang, S., Diekhans, M., Kent, W. J., Weber, R., Elnitski, L., Li, J., O'Connor, M., Kolbe, D., Schwartz, S., Furey, T. S., Whelan, S., Goldman, N., Smit, A., Miller, W., Chiaromonte, F. & Haussler, D., Jan 2003, In : Genome research. 13, 1, p. 13-26 14 p.

Research output: Contribution to journalArticle

Genetic Recombination
Human Genome
DNA Transposable Elements
Nucleotides
Base Composition
100 Citations (Scopus)

Distinguishing regulatory DNA from neutral sites.

Elnitski, L., Hardison, R. C., Li, J., Yang, S., Kolbe, D., Eswara, P., O'Connor, M. J., Schwartz, S., Miller, W. & Chiaromonte, F., Jan 2003, In : Genome research. 13, 1, p. 64-72 9 p.

Research output: Contribution to journalArticle

Nucleic Acid Regulatory Sequences
DNA
Sequence Alignment
Human Genome
Exons
7 Citations (Scopus)

Significance of Interspecies Matches when Evolutionary Rate Varies

Li, J. & Miller, W., Nov 17 2003, In : Journal of Computational Biology. 10, 3-4, p. 537-554 18 p.

Research output: Contribution to journalArticle

Genetic Drift
Chromosomes, Human, Pair 22
Human Chromosomes
Genomics
Alignment
2002
36 Citations (Scopus)

A Lagrangian formulation of Zador's entropy-constrained quantization theorem

Gray, R. M., Linder, T. & Li, J., Mar 1 2002, In : IEEE Transactions on Information Theory. 48, 3, p. 695-707 13 p.

Research output: Contribution to journalArticle

entropy
Entropy
Vector quantization
4704 Citations (Scopus)

Initial sequencing and comparative analysis of the mouse genome

Waterston, R. H., Lindblad-Toh, K., Birney, E., Rogers, J., Abril, J. F., Agarwal, P., Agarwala, R., Ainscough, R., Alexandersson, M., An, P., Antonarakis, S. E., Attwood, J., Baertsch, R., Bailey, J., Barlow, K., Beck, S., Berry, E., Birren, B., Bloom, T., Bork, P. & 202 others, Botcherby, M., Bray, N., Brent, M. R., Brown, D. G., Brown, S. D., Bult, C., Burton, J., Butler, J., Campbell, R. D., Carninci, P., Cawley, S., Chiaromonte, F., Chinwalla, A. T., Church, D. M., Clamp, M., Clee, C., Collins, F. S., Cook, L. L., Copley, R. R., Coulson, A., Couronne, O., Cuff, J., Curwen, V., Cutts, T., Daly, M., David, R., Davies, J., Delehaunty, K. D., Deri, J., Dermitzakis, E. T., Dewey, C., Dickens, N. J., Diekhans, M., Dodge, S., Dubchak, I., Dunn, D. M., Eddy, S. R., Elnitski, L., Emes, R. D., Eswara, P., Eyras, E., Felsenfeld, A., Fewell, G. A., Flicek, P., Foley, K., Frankel, W. N., Fulton, L. A., Fulton, R. S., Furey, T. S., Gage, D., Gibbs, R. A., Glusman, G., Gnerre, S., Goldman, N., Goodstadt, L., Grafham, D., Graves, T. A., Green, E. D., Gregory, S., Guigó, R., Guyer, M., Hardison, R. C., Haussler, D., Hayashizaki, Y., LaHillier, D. W., Hinrichs, A., Hlavina, W., Holzer, T., Hsu, F., Hua, A., Hubbard, T., Hunt, A., Jackson, I., Jaffe, D. B., Johnson, L. S., Jones, M., Jones, T. A., Joy, A., Kamal, M., Karlsson, E. K., Karolchik, D., Kasprzyk, A., Kawai, J., Keibler, E., Kells, C., Kent, W. J., Kirby, A., Kolbe, D. L., Korf, I., Kucherlapati, R. S., Kulbokas, E. J., Kulp, D., Landers, T., Leger, J. P., Leonard, S., Letunic, I., Levine, R., Li, J., Li, M., Lloyd, C., Lucas, S., Ma, B., Maglott, D. R., Mardis, E. R., Matthews, L., Mauceli, E., Mayer, J. H., McCarthy, M., McCombie, W. R., McLaren, S., McLay, K., McPherson, J. D., Meldrim, J., Meredith, B., Mesirov, J. P., Miller, W., Miner, T. L., Mongin, E., Montgomery, K. T., Morgan, M., Mott, R., Mullikin, J. C., Muzny, D. M., Nash, W. E., Nelson, J. O., Nhan, M. N., Nicol, R., Ning, Z., Nusbaum, C., O'Connor, M. J., Okazaki, Y., Oliver, K., Overton-Larty, E., Pachter, L., Parra, G., Pepin, K. H., Peterson, J., Pevzner, P., Plumb, R., Pohl, C. S., Poliakov, A., Ponce, T. C., Ponting, C. P., Potter, S., Quail, M., Reymond, A., Roe, B. A., Roskin, K. M., Rubin, E. M., Rust, A. G., Santos, R., Sapojnikov, V., Schultz, B., Schultz, J., Schwartz, M. S., Schwartz, S., Scott, C., Seaman, S., Searle, S., Sharpe, T., Sheridan, A., Shownkeen, R., Sims, S., Singer, J. B., Slater, G., Smit, A., Smith, D. R., Spencer, B., Stabenau, A., Stange-Thomann, N., Sugnet, C., Suyama, M., Tesler, G., Thompson, J., Torrents, D., Trevaskis, E., Tromp, J., Ucla, C., Ureta-Vidal, A., Vinson, J. P., von Niederhausern, A. C., Wade, C. M., Wall, M., Weber, R. J., Weiss, R. B., Wendl, M. C., West, A. P., Wetterstrand, K., Wheeler, R., Whelan, S., Wierzbowski, J., Willey, D., Williams, S., Wilson, R. K., Winter, E., Worley, K. C., Wyman, D., Yang, S., Yang, S. P., Zdobnov, E. M., Zody, M. C. & Lander, E. S., Dec 5 2002, In : Nature. 420, 6915, p. 520-562 43 p.

Research output: Contribution to journalArticle

Genome
Human Genome
Synteny
Reproduction
Biomedical Research
2001
1642 Citations (Scopus)

SIMPLIcity: Semantics-sensitive integrated Matching for Picture Libraries

Wang, J. Z., Li, J. & Wiederhold, G., Sep 1 2001, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 23, 9, p. 947-963 17 p.

Research output: Contribution to journalArticle

Image retrieval
Semantics
Retrieval
Image classification
Image Retrieval
134 Citations (Scopus)

Unsupervised multiresolution on segmentation for images with low depth of field

Wang, J. Z., Li, J., Gray, R. M. & Wiederhold, G., Dec 1 2001, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 23, 1, p. 85-90 6 p.

Research output: Contribution to journalArticle

Depth of Field
Multiresolution
Segmentation
Image Indexing
Content based retrieval
2000
57 Citations (Scopus)

Context-based multiscale classification of document images using wavelet coefficient distributions

Li, J. & Gray, R. M., Sep 1 2000, In : IEEE Transactions on Image Processing. 9, 9, p. 1604-1616 13 p.

Research output: Contribution to journalArticle

Frequency bands
219 Citations (Scopus)

Image classification by a two-dimensional hidden Markov model

Li, J., Najmi, A. & Gray, R. M., Jan 1 2000, In : IEEE Transactions on Signal Processing. 48, 2, p. 517-533 17 p.

Research output: Contribution to journalArticle

Image classification
Hidden Markov models
Image segmentation
Statistics
Antennas
97 Citations (Scopus)

Multiresolution image classification by hierarchical modeling with two-dimensional hidden Markov models

Li, J., Gray, R. M. & Olshen, R. A., Aug 2000, In : IEEE Transactions on Information Theory. 46, 5, p. 1826-1841 16 p.

Research output: Contribution to journalArticle

Image classification
Hidden Markov models
Maximum likelihood
1999
48 Citations (Scopus)

Asymptotic performance of vector quantizers with a perceptual distortion measure

Li, J., Chaddha, N. & Gray, R. M., Jan 1 1999, In : IEEE Transactions on Information Theory. 45, 4, p. 1082-1091 10 p.

Research output: Contribution to journalArticle

entropy
mismatch
performance
Vector quantization
Entropy
1998
109 Citations (Scopus)

System for screening objectionable images

Wang, J., Li, J., Wiederhold, G. & Firschein, O., Oct 1 1998, In : Computer Communications. 21, 15, p. 1355-1360 6 p.

Research output: Contribution to journalArticle

Screening
Computer systems
Detectors
Query processing
Textures
1997
42 Citations (Scopus)

Image quality in lossy compressed digital mammograms

Perlmutter, S. M., Cosman, P. C., Gray, R. M., Olshen, R. A., Ikeda, D., Adams, C. N., Betts, B. J., Williams, M. B., Perlmutter, K. O., Li, J., Aiyer, A., Fajardo, L., Birdwell, R. & Daniel, B. L., Jun 1 1997, In : Signal Processing. 59, 2, p. 189-210 22 p.

Research output: Contribution to journalArticle

Image quality
Screening
Image processing
Digital storage
Analog to digital conversion