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2023

Journal Article

Boosting model inversion attacks with adversarial examples

Zhou, Shuai, Zhu, Tianqing, Ye, Dayong, Yu, Xin and Zhou, Wanlei (2023). Boosting model inversion attacks with adversarial examples. IEEE Transactions on Dependable and Secure Computing, 21 (3), 1-18. doi: 10.1109/TDSC.2023.3285015

Boosting model inversion attacks with adversarial examples

2023

Journal Article

Cyclic self-training with proposal weight modulation for cross-supervised object detection

Xu, Yunqiu, Zhou, Chunluan, Yu, Xin and Yang, Yi (2023). Cyclic self-training with proposal weight modulation for cross-supervised object detection. IEEE Transactions on Image Processing, 32, 1992-2002. doi: 10.1109/TIP.2023.3261752

Cyclic self-training with proposal weight modulation for cross-supervised object detection

2023

Journal Article

HairStyle editing via parametric controllable strokes

Song, Xinhui, Liu, Chen, Zheng, Youyi, Feng, Zunlei, Li, Lincheng, Zhou, Kun and Yu, Xin (2023). HairStyle editing via parametric controllable strokes. IEEE Transactions on Visualization and Computer Graphics, 30 (7), 1-14. doi: 10.1109/TVCG.2023.3241894

HairStyle editing via parametric controllable strokes

2022

Journal Article

Deep hierarchical representation of point cloud videos via spatio-temporal decomposition

Fan, Hehe, Yu, Xin, Yang, Yi and Kankanhalli, Mohan (2022). Deep hierarchical representation of point cloud videos via spatio-temporal decomposition. IEEE Transactions On Pattern Analysis and Machine Intelligence, 44 (12), 9918-9930. doi: 10.1109/TPAMI.2021.3135117

Deep hierarchical representation of point cloud videos via spatio-temporal decomposition

2022

Journal Article

Geometry-guided street-view panorama synthesis from satellite imagery

Shi, Yujiao, Campbell, Dylan, Yu, Xin and Li, Hongdong (2022). Geometry-guided street-view panorama synthesis from satellite imagery. IEEE Transactions On Pattern Analysis and Machine Intelligence, 44 (12), 10009-10022. doi: 10.1109/TPAMI.2022.3140750

Geometry-guided street-view panorama synthesis from satellite imagery

2022

Journal Article

Single image based 3D human pose estimation via uncertainty learning

Han, Chuchu, Yu, Xin, Gao, Changxin, Sang, Nong and Yang, Yi (2022). Single image based 3D human pose estimation via uncertainty learning. Pattern Recognition, 132 108934, 108934. doi: 10.1016/j.patcog.2022.108934

Single image based 3D human pose estimation via uncertainty learning

2022

Journal Article

Recursive copy and paste GAN: face hallucination from shaded thumbnails

Zhang, Yang, Tsang, Ivor W., Luo, Yawei, Hu, Changhui, Lu, Xiaobo and Yu, Xin (2022). Recursive copy and paste GAN: face hallucination from shaded thumbnails. IEEE Transactions On Pattern Analysis and Machine Intelligence, 44 (8), 4321-4338. doi: 10.1109/TPAMI.2021.3061312

Recursive copy and paste GAN: face hallucination from shaded thumbnails

2022

Journal Article

High frame rate video reconstruction based on an event camera

Pan, Liyuan, Hartley, Richard, Scheerlinck, Cedric, Liu, Miaomiao, Yu, Xin and Dai, Yuchao (2022). High frame rate video reconstruction based on an event camera. IEEE Transactions On Pattern Analysis and Machine Intelligence, 44 (5), 2519-2533. doi: 10.1109/TPAMI.2020.3036667

High frame rate video reconstruction based on an event camera

2022

Journal Article

Impaired neurogenesis alters brain biomechanics in a neuroprogenitor-based genetic subtype of congenital hydrocephalus

Duy, Phan Q., Weise, Stefan C., Marini, Claudia, Li, Xiao-Jun, Liang, Dan, Dahl, Peter J., Ma, Shaojie, Spajic, Ana, Dong, Weilai, Juusola, Jane, Kiziltug, Emre, Kundishora, Adam J., Koundal, Sunil, Pedram, Maysam Z., Torres-Fernández, Lucia A., Händler, Kristian, De Domenico, Elena, Becker, Matthias, Ulas, Thomas, Juranek, Stefan A., Cuevas, Elisa, Hao, Le Thi, Jux, Bettina, Sousa, André M. M., Liu, Fuchen, Kim, Suel-Kee, Li, Mingfeng, Yang, Yiying, Takeo, Yutaka ... Kahle, Kristopher T. (2022). Impaired neurogenesis alters brain biomechanics in a neuroprogenitor-based genetic subtype of congenital hydrocephalus. Nature Neuroscience, 25 (4), 458-473. doi: 10.1038/s41593-022-01043-3

Impaired neurogenesis alters brain biomechanics in a neuroprogenitor-based genetic subtype of congenital hydrocephalus

2022

Journal Article

Single-image deraining via recurrent residual multiscale networks

Zheng, Yupei, Yu, Xin, Liu, Miaomiao and Zhang, Shunli (2022). Single-image deraining via recurrent residual multiscale networks. IEEE Transactions On Neural Networks and Learning Systems, 33 (3), 1310-1323. doi: 10.1109/TNNLS.2020.3041752

Single-image deraining via recurrent residual multiscale networks

2022

Journal Article

Understanding atomic hand-object interaction with human intention

Fan, Hehe, Zhuo, Tao, Yu, Xin, Yang, Yi and Kankanhalli, Mohan (2022). Understanding atomic hand-object interaction with human intention. IEEE Transactions On Circuits and Systems for Video Technology, 32 (1), 275-285. doi: 10.1109/TCSVT.2021.3058688

Understanding atomic hand-object interaction with human intention

2022

Journal Article

Weakly supervised RGB-D salient object detection with prediction consistency training and active scribble boosting

Xu, Yunqiu, Yu, Xin, Zhang, Jing, Zhu, Linchao and Wang, Dadong (2022). Weakly supervised RGB-D salient object detection with prediction consistency training and active scribble boosting. IEEE Transactions On Image Processing, 31, 2148-2161. doi: 10.1109/TIP.2022.3151999

Weakly supervised RGB-D salient object detection with prediction consistency training and active scribble boosting

2022

Journal Article

Pro-UIGAN: progressive face hallucination from occluded thumbnails

Zhang, Yang, Yu, Xin, Lu, Xiaobo and Liu, Ping (2022). Pro-UIGAN: progressive face hallucination from occluded thumbnails. IEEE Transactions On Image Processing, 31, 3236-3250. doi: 10.1109/TIP.2022.3167280

Pro-UIGAN: progressive face hallucination from occluded thumbnails

2021

Journal Article

Learning with noisy labels via self-reweighting from class centroids

Ma, Fan, Wu, Yu, Yu, Xin and Yang, Yi (2021). Learning with noisy labels via self-reweighting from class centroids. IEEE Transactions On Neural Networks and Learning Systems, 33 (11), 6275-6285. doi: 10.1109/TNNLS.2021.3073248

Learning with noisy labels via self-reweighting from class centroids

2021

Journal Article

Progressive transfer learning for face anti-spoofing

Quan, Ruijie, Wu, Yu, Yu, Xin and Yang, Yi (2021). Progressive transfer learning for face anti-spoofing. IEEE Transactions on Image Processing, 30, 3946-3955. doi: 10.1109/TIP.2021.3066912

Progressive transfer learning for face anti-spoofing

2021

Journal Article

Face hallucination with finishing touches

Zhang, Yang, Tsang, Ivor W., Li, Jun, Liu, Ping, Lu, Xiaobo and Yu, Xin (2021). Face hallucination with finishing touches. IEEE Transactions On Image Processing, 30 9318504, 1728-1743. doi: 10.1109/TIP.2020.3046918

Face hallucination with finishing touches

2021

Journal Article

Pyramidal multiple instance detection network with mask guided self-correction for weakly supervised object detection

Xu, Yunqiu, Zhou, Chunluan, Yu, Xin, Xiao, Bin and Yang, Yi (2021). Pyramidal multiple instance detection network with mask guided self-correction for weakly supervised object detection. IEEE Transactions On Image Processing, 30, 3029-3040. doi: 10.1109/TIP.2021.3056887

Pyramidal multiple instance detection network with mask guided self-correction for weakly supervised object detection

2020

Journal Article

Single Image Portrait Relighting via Explicit Multiple Reflectance Channel Modeling

Wang, Zhibo, Yu, Xin, Lu, Ming, Wang, Quan, Qian, Chen and Xu, Feng (2020). Single Image Portrait Relighting via Explicit Multiple Reflectance Channel Modeling. ACM Transactions On Graphics, 39 (6) 220, 1-13. doi: 10.1145/3414685.3417824

Single Image Portrait Relighting via Explicit Multiple Reflectance Channel Modeling

2020

Journal Article

Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes

Yu, Xin, Fernando, Basura, Hartley, Richard and Porikli, Fatih (2020). Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes. IEEE Transactions On Pattern Analysis and Machine Intelligence, 42 (11), 2926-2943. doi: 10.1109/TPAMI.2019.2916881

Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes

2020

Journal Article

Mapping the Brain-Wide Network Effects by Optogenetic Activation of the Corpus Callosum

Chen, Yi, Sobczak, Filip, Pais-Roldán, Patricia, Schwarz, Cornelius, Koretsky, Alan P. and Yu, Xin (2020). Mapping the Brain-Wide Network Effects by Optogenetic Activation of the Corpus Callosum. Cerebral Cortex, 30 (11), 5885-5898. doi: 10.1093/cercor/bhaa164

Mapping the Brain-Wide Network Effects by Optogenetic Activation of the Corpus Callosum