James Wang

Professor of Information Science and Technology

James Wang

Research Summary

Modeling of objects, concepts, aesthetics, and emotions in big visual data from various domains.

Huck Affiliations

Publication Tags

Neural Networks Deep Learning Experiments Convolutional Neural Networks Deep Neural Networks Polygalacturonase Seedlings Classifiers Image Segmentation Machine Learning Pixels Segmentation Painting Semantics Statistical Methods Edge Detection Computational Efficiency Pathology Costs Chemical Analysis Placenta Slice Learning Systems Convolution Scalability

Most Recent Papers

Robust Precipitation Bias Correction Through an Ordinal Distribution Autoencoder

Youcheng Luo, Xiaoyang Xu, Yiqun Liu, Hanqing Chao, Hai Chu, Lei Chen, Junping Zhang, Leiming Ma, James Z. Wang, 2022, IEEE Expert on p. 60-70

CAPTAIN

Farshid Farhat, Mohammad Mahdi Kamani, James Z. Wang, 2022, ACM Transactions on Multimedia Computing, Communications and Applications

SSAS: Spatiotemporal Scale Adaptive Selection for Improving Bias Correction on Precipitation

Y Liu, J Zhang, L Chen, H Chu, James Wang, L Ma, 2022, IEEE Transactions on Cybernetics

LambdaUNet

Yanglan Ou, Ye Yuan, Xiaolei Huang, Kelvin Wong, John Volpi, James Z. Wang, Stephen T.C. Wong, 2021, on p. 731-741

SSAS

Yiqun Liu, Junping Zhang, Lei Chen, Hai Chu, James Z. Wang, Leiming Ma, 2021, IEEE Transactions on Cybernetics

Multi-region saliency-aware learning for cross-domain placenta image segmentation

Zhuomin Zhang, Dolzodmaa Davaasuren, Chenyan Wu, Jeffery A. Goldstein, Alison D. Gernand, James Z. Wang, 2020, Pattern Recognition Letters on p. 165-171

AI-PLAX: AI-based placental assessment and examination using photos

Yukun Chen, Zhuomin Zhang, Chenyan Wu, Dolzodmaa Davaasuren, Jeffery A. Goldstein, Alison D. Gernand, James Z. Wang, 2020, Computerized Medical Imaging and Graphics

Targeted Data-driven Regularization for Out-of-Distribution Generalization

Mohammad Mahdi Kamani, Sadegh Farhang, Mehrdad Mahdavi, James Z. Wang, 2020, on p. 882-891

Computerized analysis of paintings

James Z. Wang, Baris Kandemir, Jia Li, 2020, on p. 299-312

ARBEE: Towards automated recognition of bodily expression of emotion in the wild

Yu Luo, Jianbo Ye, Reginald B. Adams, Jia Li, Michelle G. Newman, James Z. Wang, 2020, International Journal of Computer Vision

Most-Cited Papers

Rapid

Xin Lu, Zhe Lin, Hailin Jin, Jianchao Yang, James Z. Wang, 2014, on p. 457-466

Deep multi-patch aggregation network for image style, aesthetics, and quality estimation

Xin Lu, Zhe Lin, Xiaohui Shen, Radomir Mech, James Wang, 2015, on p. 990-998

Rethinking the smaller-norm-less-informative assumption in channel pruning of convolution layers

Jianbo Ye, Xin Lu, Zhe Lin, James Z. Wang, 2018,

Microexpression Identification and Categorization Using a Facial Dynamics Map

Feng Xu, Junping Zhang, James Z. Wang, 2017, IEEE Transactions on Affective Computing on p. 254-267

Rating Image Aesthetics Using Deep Learning

Xin Lu, Zhe Lin, Hailin Jin, Jianchao Yang, James Z. Wang, 2015, IEEE Transactions on Multimedia on p. 2021-2034

Rhythmic brushstrokes distinguish van gogh from his contemporaries

Jia Li, Lei Yao, Ella Hendriks, James Z. Wang, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence on p. 1159-1176

On shape and the computability of emotions

Xin Lu, Poonam Suryanarayan, Reginald B. Adams, Jia Li, Michelle G. Newman, James Z. Wang, 2012, on p. 229-238

OSCAR

Lei Yao, Poonam Suryanarayan, Mu Qiao, James Z. Wang, Jia Li, 2012, International Journal of Computer Vision on p. 353-383

POLYGALACTURONASE INVOLVED IN EXPANSION3 functions in seedling development, rosette growth, and stomatal dynamics in Arabidopsis thaliana

Yue Rui, Chaowen Xiao, Hojae Yi, Baris Kandemir, James Z. Wang, Virendra M. Puri, Charles T. Anderson, 2017, Plant Cell on p. 2413-2432

Fast discrete distribution clustering using wasserstein barycenter with sparse support

Jianbo Ye, Panruo Wu, James Z. Wang, Jia Li, 2017, IRE Transactions on Audio on p. 2317-2332