Research Summary
Research focus is in visual database search and retrieval.
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Research Keywords
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Projects
Recent Publications
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 ⺠Article ⺠peer-review
Role of cell wall anisotropy on guard cell mechanics in Arabidopsis thaliana
Keynia, S., Jaafar, L., Chen, Y., Davaasuren, D., Wang, J. Z., Zhou, Y., Li, W., Anderson, C. T. & Turner, J. A., Feb 10 2023, In: Biophysical journal. 122, 3S1, p. 24a-25aResearch output: Contribution to journal ⺠Article ⺠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 ⺠Article ⺠peer-review
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.
Wang, J. Z., Zhao, S., Wu, C., Adams, R. B., Newman, M. G., Shafir, T. & Tsachor, R., 2023, (Accepted/In press) In: Proceedings of the IEEE. p. 1-51 51 p.Research output: Contribution to journal ⺠Article ⺠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 ⺠Article ⺠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 ⺠Article ⺠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 ⺠Article ⺠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 ⺠Article ⺠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 ⺠Article ⺠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 ⺠Article ⺠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 ⺠Article ⺠peer-review
PaDNet: Pan-Density Crowd Counting
Tian, Y., Lei, Y., Zhang, J. & Wang, J. Z., 2020, In: IEEE Transactions on Image Processing. 29, p. 2714-2727 14 p., 8897143.Research output: Contribution to journal ⺠Article ⺠peer-review
Mebow: Monocular estimation of body orientation in the wild
Wu, C., Chen, Y., Luo, J., Su, C. C., Dawane, A., Hanzra, B., Deng, Z., Liu, B., Wang, J. Z. & Kuo, C. H., 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 3448-3458 11 p., 9157208.Research output: Contribution to journal ⺠Conference article ⺠peer-review
Multi-region saliency-aware learning for cross-domain placenta image segmentation
Zhang, Z., Davaasuren, D., Wu, C., Goldstein, J. A., Gernand, A. D. & Wang, J. Z., Dec 2020, In: Pattern Recognition Letters. 140, p. 165-171 7 p.Research output: Contribution to journal ⺠Article ⺠peer-review
A microservice-based architecture for enhancing the user experience in cross-device distributed mashup UIs with multiple forms of interaction
Fernández-GarcÃa, A. J., Iribarne, L., Corral, A., Criado, J. & Wang, J. Z., Nov 1 2019, In: Universal Access in the Information Society. 18, 4, p. 747-770 24 p.Research output: Contribution to journal ⺠Article ⺠peer-review