Research Summary
Research focus is in visual database search and retrieval.
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Research Keywords
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Projects
Recent Publications
A Machine Learning Paradigm for Studying Pictorial Realism: How Accurate are Constable's Clouds?
Zhang, Z., Mansfield, E. C., Li, J., Russell, J., Young, G. S., Adams, C., Bowley, K. A. & Wang, J. Z., Jan 1 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 1, p. 33-42 10 p.Research output: Contribution to journal › Article › peer-review
Deep Rank-Consistent Pyramid Model for Enhanced Crowd Counting
Gao, J., Huang, Z., Lei, Y., Shan, H., Wang, J. Z., Wang, F. Y. & Zhang, J., 2023, (Accepted/In press) In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-14 14 p.Research output: Contribution to journal › Article › peer-review
Forget less, count better: a domain-incremental self-distillation learning benchmark for lifelong crowd counting
Gao, J., Li, J., Shan, H., Qu, Y., Wang, J. Z., Wang, F. Y. & Zhang, J., Feb 2023, In: Frontiers of Information Technology and Electronic Engineering. 24, 2, p. 187-202 16 p.Research output: Contribution to journal › Article › peer-review
A deep learning model for natural language querying in Cyber–Physical Systems
Llopis, J. A., Fernández-García, A. J., Criado, J., Iribarne, L., Ayala, R. & Wang, J. Z., Dec 2023, In: Internet of Things (Netherlands). 24, 100922.Research output: Contribution to journal › Article › peer-review
BBox-Guided Segmentor: Leveraging expert knowledge for accurate stroke lesion segmentation using weakly supervised bounding box prior
Ou, Y., Huang, S. X., Wong, K. K., Cummock, J., Volpi, J., Wang, J. Z. & Wong, S. T. C., Jul 2023, In: Computerized Medical Imaging and Graphics. 107, 102236.Research output: Contribution to journal › Article › peer-review
Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion
Wang, J. Z., Zhao, S., Wu, C., Adams, R. B., Newman, M. G., Shafir, T. & Tsachor, R., Oct 1 2023, In: Proceedings of the IEEE. 111, 10, p. 1236-1286 51 p.Research output: Contribution to journal › Article › peer-review
HICEM: A High-Coverage Emotion Model for Artificial Emotional Intelligence
Wortman, B. & Wang, J. Z., 2023, (Accepted/In press) In: IEEE Transactions on Affective Computing. p. 1-17 17 p.Research output: Contribution to journal › Article › peer-review
Bodily expressed emotion understanding through integrating Laban movement analysis
Wu, C., Davaasuren, D., Shafir, T., Tsachor, R. & Wang, J. Z., Oct 13 2023, In: Patterns. 4, 10, 100816.Research output: Contribution to journal › Article › peer-review
DeepStroke: An efficient stroke screening framework for emergency rooms with multimodal adversarial deep learning
Cai, T., Ni, H., Yu, M., Huang, X., Wong, K., Volpi, J., Wang, J. Z. & Wong, S. T. C., Aug 2022, In: Medical Image Analysis. 80, 102522.Research output: Contribution to journal › Article › peer-review
Automated 3D segmentation of guard cells enables volumetric analysis of stomatal biomechanics
Davaasuren, D., Chen, Y., Jaafar, L., Marshall, R., Dunham, A. L., Anderson, C. T. & Wang, J. Z., Dec 9 2022, In: Patterns. 3, 12, 100627.Research output: Contribution to journal › Article › peer-review
CAPTAIN: Comprehensive Composition Assistance for Photo Taking
Farhat, F., Kamani, M. M. & Wang, J. Z., Jan 2022, In: ACM Transactions on Multimedia Computing, Communications and Applications. 18, 1, 14.Research output: Contribution to journal › Article › peer-review
SSAS: Spatiotemporal Scale Adaptive Selection for Improving Bias Correction on Precipitation
Liu, Y., Zhang, J., Chen, L., Chu, H., Wang, J. Z. & Ma, L., Nov 1 2022, In: IEEE Transactions on Cybernetics. 52, 11, p. 12175-12188 14 p.Research output: Contribution to journal › Article › peer-review
Robust Precipitation Bias Correction Through an Ordinal Distribution Autoencoder
Luo, Y., Xu, X., Liu, Y., Chao, H., Chu, H., Chen, L., Zhang, J., Ma, L. & Wang, J. Z., 2022, In: IEEE Intelligent Systems. 37, 1, p. 60-70 11 p.Research output: Contribution to journal › Article › peer-review
AI-PLAX: AI-based placental assessment and examination using photos
Chen, Y., Zhang, Z., Wu, C., Davaasuren, D., Goldstein, J. A., Gernand, A. D. & Wang, J. Z., Sep 2020, In: Computerized Medical Imaging and Graphics. 84, 101744.Research output: Contribution to journal › Article › peer-review
ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild
Luo, Y., Ye, J., Adams, R. B., Li, J., Newman, M. G. & Wang, J. Z., Jan 1 2020, In: International Journal of Computer Vision. 128, 1, p. 1-25 25 p.Research output: Contribution to journal › Article › peer-review