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

Deep Learning Neural Networks Machine Learning Experiments Photography Stroke Convolutional Neural Networks Deep Neural Networks Seedlings Learning Systems Image Segmentation Recommender Systems Polygalacturonase Chemical Analysis Classifiers Scalability Vision Pixels Segmentation Costs Computational Efficiency Image Retrieval Feature Extraction Acute Patch

Most Recent Publications

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

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

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 T.C. Wong, 2022, Medical Image Analysis

CAPTAIN: Comprehensive Composition Assistance for Photo Taking

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

Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-contrast CT Scans

Haomiao Ni, Yuan Xue, Kelvin Wong, John Volpi, Stephen T.C. Wong, James Z. Wang, Xiaolei Huang, 2022, on p. 416-426

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

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

Vision-Language Contrastive Learning Approach to Robust Automatic Placenta Analysis Using Photographic Images

Yimu Pan, Alison D. Gernand, Jeffery A. Goldstein, Leena Mithal, Delia Mwinyelle, James Z. Wang, 2022, on p. 707-716

Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation

Yanglan Ou, Ye Yuan, Xiaolei Huang, Stephen T.C. Wong, John Volpi, James Z. Wang, Kelvin Wong, 2022, on p. 475-484

Automated 3D segmentation of guard cells enables volumetric analysis of stomatal biomechanics

Dolzodmaa Davaasuren, Yintong Chen, Leila Jaafar, Rayna Marshall, Angelica Dunham, C Anderson, James Wang, 2022, Patterns on p. 100627

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

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

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