James Wang
Professor of Information Science and Technology
-
IST Bldg
University Park, PA - jzw11@psu.edu
- 814-865-7889
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 ScalabilityMost 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