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Yakun Ju

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2020 – today

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2024
[j19]
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Yakun Ju, Kin-Man Lam, Wuyuan Xie, Huiyu Zhou, Junyu Dong, Boxin Shi:
Deep Learning Methods for Calibrated Photometric Stereo and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 46(11): 7154-7172 (2024)
[j18]
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Xun Lin, Wenzhong Tang, Haoran Wang, Yizhong Liu, Yakun Ju, Shuai Wang, Zitong Yu:
Exposing image splicing traces in scientific publications via uncertainty-guided refinement. Patterns 5(9): 101038 (2024)
[j17]
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Muwei Jian, Xiangwei Lu, Xiaoyang Yu, Yakun Ju, Hui Yu, Kin-Man Lam:
Flow-Edge-Net: Video Saliency Detection Based on Optical Flow and Edge-Weighted Balance Loss. IEEE Trans. Comput. Soc. Syst. 11(2): 2026-2035 (2024)
[j16]
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Yakun Ju, Muwei Jian, Cong Wang, Cong Zhang, Junyu Dong, Kin-Man Lam:
Estimating High-Resolution Surface Normals via Low-Resolution Photometric Stereo Images. IEEE Trans. Circuits Syst. Video Technol. 34(4): 2512-2524 (2024)
[j15]
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Yakun Ju, Boxin Shi, Yang Chen, Huiyu Zhou, Junyu Dong, Kin-Man Lam:
GR-PSN: Learning to Estimate Surface Normal and Reconstruct Photometric Stereo Images. IEEE Trans. Vis. Comput. Graph. 30(9): 6192-6207 (2024)
[c12]
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  - conf/cvpr/0010LZJS024
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Jun Xiao, Zihang Lyu, Cong Zhang, Yakun Ju, Changjian Shui, Kin-Man Lam:
Towards Progressive Multi-Frequency Representation for Image Warping. CVPR 2024: 2995-3004
[c11]
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  - conf/isbi/XieHLLJZL24
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Hao Xie, Zixun Huang, Frank H. F. Leung, Ngai-Fong Law, Yakun Ju, Yong-Ping Zheng, Sai Ho Ling:
SATR: A Structure-Affinity Attention-Based Transformer Encoder for Spine Segmentation. ISBI 2024: 1-5
[i3]
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  - journals/corr/abs-2404-07766
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Kai Luo, Yakun Ju, Lin Qi, Kaixuan Wang, Junyu Dong:
RMAFF-PSN: A Residual Multi-Scale Attention Feature Fusion Photometric Stereo Network. CoRR abs/2404.07766 (2024)
2023
[j14]
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Yuan Rao, Yakun Ju, Cong Li, Eric Rigall, Jian Yang, Hao Fan, Junyu Dong:
Learning General Descriptors for Image Matching With Regression Feedback. IEEE Trans. Circuits Syst. Video Technol. 33(11): 6693-6707 (2023)
[j13]
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Cong Zhang, Jingran Su, Yakun Ju, Kin-Man Lam, Qi Wang:
Efficient Inductive Vision Transformer for Oriented Object Detection in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-20 (2023)
[j12]
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Yuan Rao, Yakun Ju, Sen Wang, Feng Gao, Hao Fan, Junyu Dong:
Learning Enriched Feature Descriptor for Image Matching and Visual Measurement. IEEE Trans. Instrum. Meas. 72: 1-12 (2023)
[c10]
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  - conf/bibm/XieHLJZL23
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Hao Xie, Zixun Huang, Frank H. F. Leung, Yakun Ju, Yong-Ping Zheng, Sai Ho Ling:
A Structure-Affinity Dual Attention-based Network to Segment Spine for Scoliosis Assessment. BIBM 2023: 1567-1574
[c9]
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Yakun Ju, Kin-Man Lam, Jun Xiao, Cong Zhang, Cuixin Yang, Junyu Dong:
Efficient Feature Fusion for Learning-Based Photometric Stereo. ICASSP 2023: 1-5
[c8]
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Yakun Ju, Muwei Jian, Cong Zhang, Yeqi Hu, Kin-Man Lam:
Deep Discrete Wavelet Transform Network for Photometric Stereo. DSP 2023: 1-5
[c7]
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Cong Zhang, Tianshan Liu, Yakun Ju, Kin-Man Lam:
Pyramid Masked Image Modeling for Transformer-Based Aerial Object Detection. ICIP 2023: 1675-1679
[c6]
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Cuixin Yang, Jun Xiao, Yakun Ju, Guoping Qiu, Kin-Man Lam:
Improving Robustness of Single Image Super-Resolution Models with Monte Carlo Method. ICIP 2023: 2135-2139
[c5]
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Yakun Ju, Cong Zhang, Songsong Huang, Yuan Rao, Kin-Man Lam:
Learning Deep Photometric Stereo Network with Reflectance Priors. ICME 2023: 2027-2032
[c4]
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Wuyuan Xie, Kaimin Wang, Yakun Ju, Miaohui Wang:
pmBQA: Projection-based Blind Point Cloud Quality Assessment via Multimodal Learning. ACM Multimedia 2023: 3250-3258
[c3]
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Cong Wang, Jinshan Pan, Wei Wang, Jiangxin Dong, Mengzhu Wang, Yakun Ju, Junyang Chen:
PromptRestorer: A Prompting Image Restoration Method with Degradation Perception. NeurIPS 2023
2022
[j11]
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  - journals/cvm/JuPJGD22
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Yakun Ju, Yuxin Peng, Muwei Jian, Feng Gao, Junyu Dong:
Learning conditional photometric stereo with high-resolution features. Comput. Vis. Media 8(1): 105-118 (2022)
[j10]
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Yakun Ju, Boxin Shi, Muwei Jian, Lin Qi, Junyu Dong, Kin-Man Lam:
NormAttention-PSN: A High-frequency Region Enhanced Photometric Stereo Network with Normalized Attention. Int. J. Comput. Vis. 130(12): 3014-3034 (2022)
[j9]
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Yanru Liu, Yakun Ju, Muwei Jian, Feng Gao, Yuan Rao, Yeqi Hu, Junyu Dong:
A deep-shallow and global-local multi-feature fusion network for photometric stereo. Image Vis. Comput. 118: 104368 (2022)
[j8]
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Shaoxiang Guo, Eric Rigall, Yakun Ju, Junyu Dong:
3D Hand Pose Estimation From Monocular RGB With Feature Interaction Module. IEEE Trans. Circuits Syst. Video Technol. 32(8): 5293-5306 (2022)
[j7]
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Yuan Rao, Jian Yang, Yakun Ju, Cong Li, Eric Rigall, Hao Fan, Junyu Dong:
Learning General Feature Descriptor for Visual Measurement With Hierarchical View Consistency. IEEE Trans. Instrum. Meas. 71: 1-12 (2022)
[i2]
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  - journals/corr/abs-2212-08414
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Yakun Ju, Kin-Man Lam, Wuyuan Xie, Huiyu Zhou, Junyu Dong, Boxin Shi:
Deep Learning Methods for Calibrated Photometric Stereo and Beyond: A Survey. CoRR abs/2212.08414 (2022)
2021
[j6]
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  - journals/sensors/LuZDJ021
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Liang Lu, Hongbao Zhu, Junyu Dong, Yakun Ju, Huiyu Zhou:
Three-Dimensional Reconstruction with a Laser Line Based on Image In-Painting and Multi-Spectral Photometric Stereo. Sensors 21(6): 2131 (2021)
[j5]
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Yakun Ju, Muwei Jian, Shaoxiang Guo, Yingyu Wang, Huiyu Zhou, Junyu Dong:
Incorporating Lambertian Priors Into Surface Normals Measurement. IEEE Trans. Instrum. Meas. 70: 1-13 (2021)
[j4]
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  - journals/tip/JuDC21
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Yakun Ju, Junyu Dong, Sheng Chen:
Recovering Surface Normal and Arbitrary Images: A Dual Regression Network for Photometric Stereo. IEEE Trans. Image Process. 30: 3676-3690 (2021)
[i1]
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  - journals/corr/abs-2107-07192
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Yakun Ju, Muwei Jian, Shaoxiang Guo, Yingyu Wang, Huiyu Zhou, Junyu Dong:
Incorporating Lambertian Priors into Surface Normals Measurement. CoRR abs/2107.07192 (2021)
2020
[j3]
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  - journals/ijon/JuQHDGD20
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Yakun Ju, Lin Qi, Jichao He, Xinghui Dong, Feng Gao, Junyu Dong:
MPS-Net: Learning to recover surface normal for multispectral photometric stereo. Neurocomputing 375: 62-70 (2020)
[j2]
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  - journals/pr/JuDWQD20
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Yakun Ju, Xinghui Dong, Yingyu Wang, Lin Qi, Junyu Dong:
A dual-cue network for multispectral photometric stereo. Pattern Recognit. 100: 107162 (2020)
[c2]
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  - conf/ijcai/JuLCQD20
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Yakun Ju, Kin-Man Lam, Yang Chen, Lin Qi, Junyu Dong:
Pay Attention to Devils: A Photometric Stereo Network for Better Details. IJCAI 2020: 694-700
[c1]
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  - conf/vcip/JuJDL20
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Yakun Ju, Muwei Jian, Junyu Dong, Kin-Man Lam:
Learning Photometric Stereo via Manifold-based Mapping. VCIP 2020: 411-414

2010 – 2019

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2018
[j1]
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Yakun Ju, Lin Qi, Huiyu Zhou, Junyu Dong, Liang Lu:
Demultiplexing Colored Images for Multispectral Photometric Stereo via Deep Neural Networks. IEEE Access 6: 30804-30818 (2018)

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