James Wang
Professor of Information Science and Technology

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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
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Deep Learning Neural Networks Machine Learning Experiments Deep Neural Networks Convolutional Neural Networks Recommender Systems Polygalacturonase Learning Systems Seedlings Classifiers Costs Datasets Computational Efficiency Benchmarking Layer Arabidopsis Image Retrieval Biomechanics Agglomeration Weather Screening Chemical Analysis Emergency Rooms ScalabilityMost Recent Publications
BBox-Guided Segmentor: Leveraging expert knowledge for accurate stroke lesion segmentation using weakly supervised bounding box prior
Yanglan Ou, Sharon X. Huang, Kelvin K. Wong, Jonathon Cummock, John Volpi, James Z. Wang, Stephen T.C. Wong, 2023, Computerized Medical Imaging and Graphics
Role of cell wall anisotropy on guard cell mechanics in Arabidopsis thaliana
Sedighe Keynia, Leila Jaafar, Yintong Chen, Dolzodmaa Davaasuren, James Z. Wang, You Zhou, Wenlong Li, Charles T. Anderson, Joseph A. Turner, 2023, Biophysical Journal on p. 24a-25a
Forget less, count better: a domain-incremental self-distillation learning benchmark for lifelong crowd counting
Jiaqi Gao, Jingqi Li, Hongming Shan, Yanyun Qu, James Z. Wang, Fei Yue Wang, Junping Zhang, 2023, Frontiers of Information Technology and Electronic Engineering on p. 187-202
Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion Drawing Insights From Psychology, Engineering, and the Arts, This Article Provides a Comprehensive Overview of the Field of Emotion Analysis in Visual Media and Discusses the Latest Research, Systems, Challenges, Ethical Implications, and Potential Impact of Artificial Emotional Intelligence on Society.
James Z. Wang, Sicheng Zhao, Chenyan Wu, Reginald B. Adams, Michelle G. Newman, Tal Shafir, Rachelle Tsachor, 2023, Proceedings of the Institute of Radio Engineers on p. 1-51
Forget Less, Count Better: A Domain-Incremental Self-Distillation Learning Framework for Continual Crowd Counting
Jiaqi Gao, Jingqi Li, Hongming Shan, Yanyun Qu, Junping Zhang, James Wang, 2023, Frontiers of Information Technology & Electronic Engineering
Automated 3D segmentation of guard cells enables volumetric analysis of stomatal biomechanics
Dolzodmaa Davaasuren, Yintong Chen, Leila Jaafar, Rayna Marshall, Angelica L. Dunham, Charles T. Anderson, James Wang, 2022, Patterns
SSAS: Spatiotemporal Scale Adaptive Selection for Improving Bias Correction on Precipitation
Yiqun Liu, Junping Zhang, Lei Chen, Hai Chu, James Z. Wang, Leiming Ma, 2022, IEEE Transactions on Cybernetics on p. 12175-12188
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
DeepStroke: An efficient stroke screening framework for emergency rooms with multimodal adversarial deep learning
Tongan Cai, Haomiao Ni, Mingli Yu, Xiaolei Huang, Kelvin Wong, John Volpi, James Z. Wang, Stephen Wong, 2022, Medical Image Analysis on p. article no. 102522
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 on p. 12175-12188
Most-Cited Papers
Rapid: Rating pictorial aesthetics using deep learning
Xin Lu, Zhe Lin, Hailin Jin, Jianchao Yang, James Z. Wang, 2014, on p. 457-466
Rethinking the smaller-norm-less-informative assumption in channel pruning of convolution layers
Jianbo Ye, Xin Lu, Zhe Lin, James Z. Wang, 2018,
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
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
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
PaDNet: Pan-Density Crowd Counting
Yukun Tian, Yiming Lei, Junping Zhang, James Z. Wang, 2020, IEEE Transactions on Image Processing on p. 2714-2727
A recommender system for component-based applications using machine learning techniques
Antonio Jesús Fernández-García, Luis Iribarne, Antonio Corral, Javier Criado, James Z. Wang, 2019, Knowledge-Based Systems on p. 68-84
Detecting Dominant Vanishing Points in Natural Scenes with Application to Composition-Sensitive Image Retrieval
Zihan Zhou, Farshid Farhat, James Z. Wang, 2017, IEEE Transactions on Multimedia on p. 2651-2665
News Articles Featuring James Wang
May 17, 2023
Perception of human emotion in movement focus of $2 million NSF grant
A Penn State-led research team received a $2 million National Science Foundation (NSF) grant to study how machines perceive and process human body language.
Full Article
Dec 09, 2022
Novel 3D imaging model may show path to more water-efficient plants
Changes in Earth’s orbit that favored hotter conditions may have helped trigger a rapid global warming event 56 million years ago that is considered an analogue for modern climate change, according to an international team of scientists.
Full Article
Nov 08, 2022
High-tech tool to perform low-cost health screening for newborns and mothers
In 2017, nearly 300,000 women died during or following childbirth, but most of those could have been prevented, according to the World Health Organization. Additionally, four million babies die each year before reaching their first birthday.
Full Article
Jul 20, 2022
James Wang earns fourth consecutive Amazon Research Award
James Wang, distinguished professor in the Penn State College of Information Sciences and Technology, is the recipient of an Amazon Research Award for the fourth consecutive year.
Full Article