Research Summary
Research focus is in visual database search and retrieval.
In the News
Research Keywords
These keywords and phrases come from the publications and other research output of this person. See other researchers related to these topics by clicking on any keyword.
Projects
Recent Publications
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., 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 1, p. 299-312 14 p.Research output: Contribution to journal › Article › peer-review
How our authors are using AI tools in manuscript writing
Bai, Y., Kosonocky, C. W. & Wang, J. Z., Oct 11 2024, In: Patterns. 5, 10, 101075.Research output: Contribution to journal › Comment/debate › peer-review
Assessment of an AI-based tool for population-wide collection of placental morphological data
Camm, E. J., Wong, G., Pan, Y., Wang, J. Z., Goldstein, J. A., Arcot, A., Murphy, C. N., Hansji, H., Mangwiro, Y. T., Saffery, R., Wlodek, M. E., Wyrwoll, C. S., Gernand, A. D. & Kaitu'u-Lino, T. J., Aug 2024, In: European Journal of Obstetrics and Gynecology and Reproductive Biology. 299, p. 110-117 8 p.Research output: Contribution to journal › Article › peer-review
Cross-modal contrastive learning for unified placenta analysis using photographs
Pan, Y., Mehta, M., Goldstein, J. A., Ngonzi, J., Bebell, L. M., Roberts, D. J., Carreon, C. K., Gallagher, K., Walker, R. E., Gernand, A. D. & Wang, J. Z., Dec 13 2024, In: Patterns. 5, 12, 101097.Research output: Contribution to journal › Article › peer-review
Hopfield and Hinton's neural network revolution and the future of AI
Wang, J. Z. & Wyble, B. P., Nov 8 2024, In: Patterns. 5, 11, 101094.Research output: Contribution to journal › Comment/debate › peer-review
HICEM: A High-Coverage Emotion Model for Artificial Emotional Intelligence
Wortman, B. & Wang, J. Z., 2024, In: IEEE Transactions on Affective Computing. 15, 3, p. 1136-1152 17 p.Research output: Contribution to journal › Article › peer-review
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
Incorporating simulated spatial context information improves the effectiveness of contrastive learning models
Zhu, L., Wang, J. Z., Lee, W. & Wyble, B., May 10 2024, In: Patterns. 5, 5, 100964.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
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