Jia Li

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 25

Top Topics

Big Data Analytics

Visual Learning

Top Venues

Stat. Anal. Data Min.

IEEE Trans. Geosci. Remote. Sens.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Zhuomin Zhang, Elizabeth C. Mansfield, Jia Li, John Russell, George S. Young, Catherine Adams, Kevin A. Bowley, James Z. Wang
A Machine Learning Paradigm for Studying Pictorial Realism: How Accurate are Constable's Clouds? IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Vincent Pisztora, Jia Li
Learning Performance Maximizing Ensembles with Explainability Guarantees. AAAI (2024)
Jia Li, Lin Lin
Optimal Transport With Relaxed Marginal Constraints. IEEE Access 9 (2021)
Yukun Chen, Jianbo Ye, Jia Li
Aggregated Wasserstein Distance and State Registration for Hidden Markov Models. IEEE Trans. Pattern Anal. Mach. Intell. 42 (9) (2020)
Yu Luo, Jianbo Ye, Reginald B. Adams Jr., Jia Li, Michelle G. Newman, James Z. Wang
ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild. Int. J. Comput. Vis. 128 (1) (2020)
Jianbo Ye, Jia Li, Michelle G. Newman, Reginald B. Adams Jr., James Z. Wang
Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data. IEEE Trans. Affect. Comput. 10 (1) (2019)
Xinye Zheng, Jianbo Ye, Yukun Chen, Stephen Wistar, Jia Li, José Antonio Piedra-Fernández, Michael A. Steinberg, James Z. Wang
Detecting Comma-Shaped Clouds for Severe Weather Forecasting Using Shape and Motion. IEEE Trans. Geosci. Remote. Sens. 57 (6) (2019)
Jia Li, Beomseok Seo, Lin Lin
Optimal transport, mean partition, and uncertainty assessment in cluster analysis. Stat. Anal. Data Min. 12 (5) (2019)
Jia Li
Advancing science and technology with big data analytics. Stat. Anal. Data Min. 11 (3) (2018)
Yu Zhang, Stephen Wistar, Jia Li, Michael A. Steinberg, James Z. Wang
Severe Thunderstorm Detection by Visual Learning Using Satellite Images. IEEE Trans. Geosci. Remote. Sens. 55 (2) (2017)
Yukun Chen, Jianbo Ye, Jia Li
Aggregated Wasserstein Metric and State Registration for Hidden Markov Models. CoRR (2017)
Baris Kandemir, Zihan Zhou, Jia Li, James Z. Wang
Beyond Saliency: Assessing Visual Balance with High-level Cues. ACM Multimedia (Thematic Workshops) (2017)
Jianbo Ye, James Ze Wang, Jia Li
A Simulated Annealing Based Inexact Oracle for Wasserstein Loss Minimization. ICML (2017)
Xin Lu, Reginald B. Adams Jr., Jia Li, Michelle G. Newman, James Z. Wang
An investigation into three visual characteristics of complex scenes that evoke human emotion. ACII (2017)
Jianbo Ye, Jia Li, Michelle G. Newman, Reginald B. Adams Jr., James Z. Wang
Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data. CoRR (2017)
Jianbo Ye, Yanran Li, Zhaohui Wu, James Z. Wang, Wenjie Li, Jia Li
Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering. ACL (1) (2017)
Jianbo Ye, Panruo Wu, James Z. Wang, Jia Li
Fast Discrete Distribution Clustering Using Wasserstein Barycenter With Sparse Support. IEEE Trans. Signal Process. 65 (9) (2017)
Yukun Chen, Jianbo Ye, Jia Li
A Distance for HMMs based on Aggregated Wasserstein Metric and State Registration. CoRR (2016)
Xin Lu, Neela Sawant, Michelle G. Newman, Reginald B. Adams Jr., James Z. Wang, Jia Li
Identifying Emotions Aroused from Paintings. ECCV Workshops (1) (2016)
Zihan Zhou, Siqiong He, Jia Li, James Ze Wang
Modeling Photographic Composition via Triangles. CoRR (2016)
Yukun Chen, Jianbo Ye, Jia Li
A Distance for HMMs Based on Aggregated Wasserstein Metric and State Registration. ECCV (6) (2016)
Yu Zhang, Stephen Wistar, Jia Li, Michael A. Steinberg, James Z. Wang
Storm Detection by Visual Learning Using Satellite Images. CoRR (2016)
Zihan Zhou, Siqiong He, Jia Li, James Ze Wang
Modeling Perspective Effects in Photographic Composition. ACM Multimedia (2015)
Jianbo Ye, Panruo Wu, James Z. Wang, Jia Li
Accelerated Discrete Distribution Clustering under Wasserstein Distance. CoRR (2015)
Yu Zhang, James Z. Wang, Jia Li
Parallel Massive Clustering of Discrete Distributions. ACM Trans. Multim. Comput. Commun. Appl. 11 (4) (2015)
Jianbo Ye, Jia Li
Scaling up discrete distribution clustering using ADMM. ICIP (2014)
Yu Zhang, Stephen Wistar, Jose A. Piedra-Fernández, Jia Li, Michael A. Steinberg, James Z. Wang
Locating visual storm signatures from satellite images. IEEE BigData (2014)
Yu Zhang, James Z. Wang, Jia Li
Parallel D2-Clustering: Large-Scale Clustering of Discrete Distributions CoRR (2013)
Neela Sawant, James Ze Wang, Jia Li
Enhancing Training Collections for Image Annotation: An Instance-Weighted Mixture Modeling Approach. IEEE Trans. Image Process. 22 (9) (2013)
Xin Lu, Poonam Suryanarayan, Reginald B. Adams Jr., Jia Li, Michelle G. Newman, James Z. Wang
On shape and the computability of emotions. ACM Multimedia (2012)
Lei Yao, Poonam Suryanarayan, Mu Qiao, James Z. Wang, Jia Li
OSCAR: On-Site Composition and Aesthetics Feedback Through Exemplars for Photographers. Int. J. Comput. Vis. 96 (3) (2012)
Jia Li, Lei Yao, Ella Hendriks, James Z. Wang
Rhythmic Brushstrokes Distinguish van Gogh from His Contemporaries: Findings via Automated Brushstroke Extraction. IEEE Trans. Pattern Anal. Mach. Intell. 34 (6) (2012)
Dhiraj Joshi, Ritendra Datta, Elena A. Fedorovskaya, Quang-Tuan Luong, James Ze Wang, Jia Li, Jiebo Luo
Aesthetics and Emotions in Images. IEEE Signal Process. Mag. 28 (5) (2011)
Neela Sawant, Jia Li, James Ze Wang
Automatic image semantic interpretation using social action and tagging data. Multim. Tools Appl. 51 (1) (2011)
Neela Sawant, Ritendra Datta, Jia Li, James Ze Wang
Quest for relevant tags using local interaction networks and visual content. Multimedia Information Retrieval (2010)
Ritendra Datta, Jia Li, James Ze Wang
Exploiting the human-machine gap in image recognition for designing CAPTCHAs. IEEE Trans. Inf. Forensics Secur. 4 (3) (2009)
Lei Yao, Jia Li, James Ze Wang
Characterizing elegance of curves computationally for distinguishing Morrisseau paintings and the imitations. ICIP (2009)
Ritendra Datta, Jia Li, James Ze Wang
Algorithmic inferencing of aesthetics and emotion in natural images: An exposition. ICIP (2008)
Yang Song, Ziming Zhuang, Huajing Li, Qiankun Zhao, Jia Li, Wang-Chien Lee, C. Lee Giles
Real-time automatic tag recommendation. SIGIR (2008)
Jia Li, James Ze Wang
Real-Time Computerized Annotation of Pictures. IEEE Trans. Pattern Anal. Mach. Intell. 30 (6) (2008)
Jian Huang, Ziming Zhuang, Jia Li, C. Lee Giles
Collaboration over time: characterizing and modeling network evolution. WSDM (2008)
Ritendra Datta, Dhiraj Joshi, Jia Li, James Ze Wang
Image retrieval: Ideas, influences, and trends of the new age. ACM Comput. Surv. 40 (2) (2008)
Shuyi Zheng, Ding Zhou, Jia Li, C. Lee Giles
Extracting Author Meta-Data from Web Using Visual Features. ICDM Workshops (2007)
Jia Li, Shih-Fu Chang, Michael Lesk, Rainer Lienhart, Jiebo Luo, Arnold W. M. Smeulders
New challenges in multimedia research for the increasingly connected and fast growing digital society. Multimedia Information Retrieval (2007)
Ritendra Datta, Weina Ge, Jia Li, James Ze Wang
Toward Bridging the Annotation-Retrieval Gap in Image Search. IEEE Multim. 14 (3) (2007)
Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles
Efficient topic-based unsupervised name disambiguation. JCDL (2007)
Ding Zhou, Levent Bolelli, Jia Li, C. Lee Giles, Hongyuan Zha
Learning User Clicks in Web Search. IJCAI (2007)
Ritendra Datta, Dhiraj Joshi, Jia Li, James Ze Wang
Tagging over time: real-world image annotation by lightweight meta-learning. ACM Multimedia (2007)
Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles
Generative models for name disambiguation. WWW (2007)
Ritendra Datta, Jia Li, James Ze Wang
Learning the consensus on visual quality for next-generation image management. ACM Multimedia (2007)
Ding Zhou, Eren Manavoglu, Jia Li, C. Lee Giles, Hongyuan Zha
Probabilistic models for discovering e-communities. WWW (2006)
Dhiraj Joshi, James Ze Wang, Jia Li
The Story Picturing Engine - a system for automatic text illustration. ACM Trans. Multim. Comput. Commun. Appl. 2 (1) (2006)
Jia Li, James Ze Wang
Real-time computerized annotation of pictures. ACM Multimedia (2006)
Dhiraj Joshi, Jia Li, James Ze Wang
A Computationally Efficient Approach to the Estimation of Two- and Three-Dimensional Hidden Markov Models. IEEE Trans. Image Process. 15 (7) (2006)
Ritendra Datta, Weina Ge, Jia Li, James Ze Wang
Toward bridging the annotation-retrieval gap in image search by a generative modeling approach. ACM Multimedia (2006)
James Ze Wang, Kurt Grieb, Ya Zhang, Ching-chih Chen, Yixin Chen, Jia Li
Machine annotation and retrieval for digital imagery of historical materials. Int. J. Digit. Libr. 6 (1) (2006)
Dhiraj Joshi, Ritendra Datta, Ziming Zhuang, W. P. Weiss, Marc Friedenberg, Jia Li, James Ze Wang
PARAgrab: A Comprehensive Architecture for Web Image Management and Multimodal Querying. VLDB (2006)
Ritendra Datta, Dhiraj Joshi, Jia Li, James Ze Wang
Studying Aesthetics in Photographic Images Using a Computational Approach. ECCV (3) (2006)
Jia Li, James Ze Wang
ALIP: The Automatic Linguistic Indexing of Pictures System. CVPR (2) (2005)
Ritendra Datta, Jia Li, James Ze Wang
Content-based image retrieval: approaches and trends of the new age. Multimedia Information Retrieval (2005)
Ritendra Datta, Jia Li, James Ze Wang
IMAGINATION: a robust image-based CAPTCHA generation system. ACM Multimedia (2005)
Dhiraj Joshi, Jia Li, James Ze Wang
Parameter estimation of multi-dimensional hidden Markov models - a scalable approach. ICIP (3) (2005)
Jia Li, James Ze Wang
Studying digital imagery of ancient paintings by mixtures of stochastic models. IEEE Trans. Image Process. 13 (3) (2004)
Dhiraj Joshi, James Ze Wang, Jia Li
The story picturing engine: finding elite images to illustrate a story using mutual reinforcement. Multimedia Information Retrieval (2004)
Jia Li, Dhiraj Joshi, James Ze Wang
Stochastic modeling of volume images with a 3-d hidden markov model. ICIP (2004)
James Ze Wang, Jia Li, Sui Ching Lin
Evaluation strategies for automatic linguistic indexing of pictures. ICIP (3) (2003)
Jia Li, James Ze Wang
Automatic Linguistic Indexing of Pictures by a Statistical Modeling Approach. IEEE Trans. Pattern Anal. Mach. Intell. 25 (9) (2003)
Robert M. Gray, Tamás Linder, Jia Li
A Lagrangian formulation of Zador's entropy-constrained quantization theorem. IEEE Trans. Inf. Theory 48 (3) (2002)
James Ze Wang, Jia Li
Learning-based linguistic indexing of pictures with 2--d MHMMs. ACM Multimedia (2002)
James Ze Wang, Jia Li, Gio Wiederhold
SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries. IEEE Trans. Pattern Anal. Mach. Intell. 23 (9) (2001)
James Ze Wang, Jia Li, Robert M. Gray, Gio Wiederhold
Unsupervised Multiresolution Segmentation for Images with Low Depth of Field. IEEE Trans. Pattern Anal. Mach. Intell. 23 (1) (2001)
Robert M. Gray, Jia Li
On Zador's Entropy-Constrained Quantization Theorem. Data Compression Conference (2001)
Yixin Chen, James Ze Wang, Jia Li
FIRM: fuzzily integrated region matching for content-based image retrieval. ACM Multimedia (2001)
Jia Li, Robert M. Gray
Context-based multiscale classification of document images using wavelet coefficient distributions. IEEE Trans. Image Process. 9 (9) (2000)
Jia Li, James Ze Wang, Gio Wiederhold
Classification of Textured and Non-Textured Images Using Region Segmentation. ICIP (2000)
Jia Li, Robert M. Gray, Richard A. Olshen
Multiresolution image classification by hierarchical modeling with two-dimensional hidden Markov models. IEEE Trans. Inf. Theory 46 (5) (2000)
Jia Li, Amir Najmi, Robert M. Gray
Image classification by a two-dimensional hidden Markov model. IEEE Trans. Signal Process. 48 (2) (2000)
Jia Li, James Ze Wang, Gio Wiederhold
IRM: integrated region matching for image retrieval. ACM Multimedia (2000)
James Ze Wang, Jia Li, Gio Wiederhold
SIMPLIcity: Semantics-sensitive Integrated Matching for Picture Libraries. VISUAL (2000)
Jia Li, Amir Najmi, Robert M. Gray
Image classification by a two dimensional hidden Markov model. ICASSP (1999)
Jia Li, James Ze Wang, Robert M. Gray, Gio Wiederhold
Multiresolution Object-of-Interest Detection for Images with Low Depth of Field. ICIAP (1999)
Jia Li, Robert M. Gray, Richard A. Olshen
Joint Image Compression and Classification with Vector Quantization and a Two Dimensional Hidden Markov Model. Data Compression Conference (1999)
Jia Li, Robert M. Gray
Image Classification Based on a Multiresolution Two Dimensional Hidden Markov Model. ICIP (1) (1999)
James Ze Wang, Jia Li, Desmond Chan, Gio Wiederhold
Semantics-sensitive Retrieval for Digital Picture Libraries. D Lib Mag. 5 (11) (1999)
Jia Li, Navin Chaddha, Robert M. Gray
Asymptotic Performance of Vector Quantizers with a Perceptual Distortion Measure. IEEE Trans. Inf. Theory 45 (4) (1999)
Jia Li, Robert M. Gray
Context based Multiscale Classification of Images. ICIP (3) (1998)
James Ze Wang, Jia Li, Gio Wiederhold, Oscar Firschein
System for screening objectionable images. Comput. Commun. 21 (15) (1998)
James Ze Wang, Jia Li, Gio Wiederhold, Oscar Firschein
Classifying Objectionable Websites Based on Image Content. IDMS (1998)
Jia Li, Robert M. Gray
Text and Picture Segmentation by the Distribution Analysis of Wavelet Coefficients. ICIP (3) (1998)
Sharon M. Perlmutter, Pamela C. Cosman, Robert M. Gray, Richard A. Olshen, D. Ikeda, C. N. Adams, B. J. Betts, Mark B. Williams, Keren Perlmutter, Jia Li, Anuradha K. Aiyer, Laurie Lee Fajardo, R. Birdwell, B. L. Daniel
Image quality in lossy compressed digital mammograms. Signal Process. 59 (2) (1997)