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- affiliation: City University of Hong Kong, Department of Computer Science, Hong Kong
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Journal Articles
- 2024
[j113]Wei Lin, Huanqiang Zeng
, Jianqing Zhu, Chih-Hsien Hsia, Junhui Hou, Kai-Kuang Ma:
Unsupervised video-based action recognition using two-stream generative adversarial network. Neural Comput. Appl. 36(9): 5077-5091 (2024)- [j112]Hailiang Huang, Huanqiang Zeng, Jing Chen, Junhui Hou, Chih-Hsien Hsia, Kai-Kuang Ma:
Tucker Decomposition and Log-Gabor Feature-Based Quality Assessment for the Screen Content Videos. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - 2023
- [j111]Endai Huang, Axiu Mao, Junhui Hou, Yongjian Wu, Weitao Xu, Maria Camila Ceballos, Thomas D. Parsons, Kai Liu:
Occlusion-Resistant instance segmentation of piglets in farrowing pens using center clustering network. Comput. Electron. Agric. 210: 107950 (2023) - [j110]Yifan Zhang, Qijian Zhang, Zhiyu Zhu, Junhui Hou, Yixuan Yuan:
GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation. Int. J. Comput. Vis. 131(12): 3332-3352 (2023) - [j109]Huanqiang Zeng, Jiuwen Cao, Yimin Yang, Junhui Hou:
Guest Editorial: machine learning for visual information processing & understanding. J. Ambient Intell. Humaniz. Comput. 14(11): 14765-14766 (2023) - [j108]Rui Ding, Huanqiang Zeng, Hao Wen, Hailiang Huang, Shan Cheng, Junhui Hou:
Screen content video quality assessment based on spatiotemporal sparse feature. J. Vis. Commun. Image Represent. 96: 103912 (2023) - [j107]Mantang Guo, Junhui Hou, Jing Jin, Hui Liu, Huanqiang Zeng, Jiwen Lu:
Content-Aware Warping for View Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 9486-9503 (2023) - [j106]Qijian Zhang, Junhui Hou, Yue Qian, Yiming Zeng, Juyong Zhang, Ying He:
Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 9726-9742 (2023) - [j105]Jing Jin, Mantang Guo, Junhui Hou, Hui Liu, Hongkai Xiong:
Light Field Reconstruction via Deep Adaptive Fusion of Hybrid Lenses. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 12050-12067 (2023) - [j104]Wenhui Wu, Junhui Hou, Shiqi Wang, Sam Kwong, Yu Zhou:
Semi-supervised adaptive kernel concept factorization. Pattern Recognit. 134: 109114 (2023) - [j103]Zhiwen Chen, Jinjian Wu, Junhui Hou, Leida Li, Weisheng Dong, Guangming Shi:
ECSNet: Spatio-Temporal Feature Learning for Event Camera. IEEE Trans. Circuits Syst. Video Technol. 33(2): 701-712 (2023) - [j102]Siyu Ren, Yiming Zeng, Junhui Hou, Xiaodong Chen:
CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence. IEEE Trans. Circuits Syst. Video Technol. 33(3): 1198-1208 (2023) - [j101]Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou:
Deep Attention-Guided Graph Clustering With Dual Self-Supervision. IEEE Trans. Circuits Syst. Video Technol. 33(7): 3296-3307 (2023) - [j100]Dingyuan Zheng, Jimin Xiao, Mingjie Sun, Huihui Bai, Junhui Hou:
Plausible Proxy Mining With Credibility for Unsupervised Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 33(7): 3308-3318 (2023) - [j99]Yuheng Jia, Guanxing Lu, Hui Liu, Junhui Hou:
Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation. IEEE Trans. Circuits Syst. Video Technol. 33(7): 3455-3461 (2023) - [j98]Yue Qian, Junhui Hou, Qijian Zhang, Yiming Zeng, Sam Kwong, Ying He:
Task-Oriented Compact Representation of 3D Point Clouds via A Matrix Optimization-Driven Network. IEEE Trans. Circuits Syst. Video Technol. 33(11): 6981-6995 (2023) - [j97]Yang-Jun Deng, Heng-Chao Li, Siqiao Tan, Junhui Hou, Qian Du, Antonio Plaza:
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j96]Meng You, Mantang Guo, Xianqiang Lyu, Hui Liu, Junhui Hou:
Learning a Locally Unified 3D Point Cloud for View Synthesis. IEEE Trans. Image Process. 32: 5610-5622 (2023) - [j95]Jinrui Xing, Hui Yuan, Raouf Hamzaoui, Hao Liu, Junhui Hou:
GQE-Net: A Graph-Based Quality Enhancement Network for Point Cloud Color Attribute. IEEE Trans. Image Process. 32: 6303-6317 (2023) - [j94]Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou:
EGRC-Net: Embedding-Induced Graph Refinement Clustering Network. IEEE Trans. Image Process. 32: 6457-6468 (2023) - [j93]Lintai Wu, Yong Xu, Junhui Hou, C. L. Philip Chen, Cheng-Lin Liu:
A Two-Level Rectification Attention Network for Scene Text Recognition. IEEE Trans. Multim. 25: 2404-2414 (2023) - [j92]Yuchen Zhang, Wenrui Dai, Yong Li, Chenglin Li, Junhui Hou, Junni Zou, Hongkai Xiong:
Light Field Compression With Graph Learning and Dictionary-Guided Sparse Coding. IEEE Trans. Multim. 25: 3059-3072 (2023) - [j91]Dinghao Yang, Wei Gao, Ge Li, Hui Yuan, Junhui Hou, Sam Kwong:
Exploiting Manifold Feature Representation for Efficient Classification of 3D Point Clouds. ACM Trans. Multim. Comput. Commun. Appl. 19(1s): 50:1-50:21 (2023) - [j90]Aihua Mao, Zihui Du, Junhui Hou, Yaqi Duan, Yong-Jin Liu, Ying He:
PU-Flow: A Point Cloud Upsampling Network With Normalizing Flows. IEEE Trans. Vis. Comput. Graph. 29(12): 4964-4977 (2023) - 2022
- [j89]Shaohui Mei, Yunhao Geng, Junhui Hou, Qian Du:
Learning hyperspectral images from RGB images via a coarse-to-fine CNN. Sci. China Inf. Sci. 65(5): 1-14 (2022) - [j88]Qijian Zhang, Junhui Hou, Yue Qian, Antoni B. Chan, Juyong Zhang, Ying He:
RegGeoNet: Learning Regular Representations for Large-Scale 3D Point Clouds. Int. J. Comput. Vis. 130(12): 3100-3122 (2022) - [j87]Jing Jin, Junhui Hou, Jie Chen, Huanqiang Zeng, Sam Kwong, Jingyi Yu:
Deep Coarse-to-Fine Dense Light Field Reconstruction With Flexible Sampling and Geometry-Aware Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 1819-1836 (2022) - [j86]Mantang Guo, Junhui Hou, Jing Jin, Jie Chen, Lap-Pui Chau:
Deep Spatial-Angular Regularization for Light Field Imaging, Denoising, and Super-Resolution. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6094-6110 (2022) - [j85]Zian Lu, Hailiang Huang, Huanqiang Zeng, Junhui Hou, Kai-Kuang Ma:
Point Cloud Quality Assessment via 3D Edge Similarity Measurement. IEEE Signal Process. Lett. 29: 1804-1808 (2022) - [j84]Hao Liu, Hui Yuan, Qi Liu, Junhui Hou, Huanqiang Zeng, Sam Kwong:
A Hybrid Compression Framework for Color Attributes of Static 3D Point Clouds. IEEE Trans. Circuits Syst. Video Technol. 32(3): 1564-1577 (2022) - [j83]Hui Liu, Yuheng Jia, Junhui Hou, Qingfu Zhang:
Global-Local Balanced Low-Rank Approximation of Hyperspectral Images for Classification. IEEE Trans. Circuits Syst. Video Technol. 32(4): 2013-2024 (2022) - [j82]Zhihao Peng, Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang:
Maximum Entropy Subspace Clustering Network. IEEE Trans. Circuits Syst. Video Technol. 32(4): 2199-2210 (2022) - [j81]Hui Liu, Yuheng Jia, Junhui Hou, Qingfu Zhang:
Learning Low-Rank Graph With Enhanced Supervision. IEEE Trans. Circuits Syst. Video Technol. 32(4): 2501-2506 (2022) - [j80]Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang:
Self-Supervised Symmetric Nonnegative Matrix Factorization. IEEE Trans. Circuits Syst. Video Technol. 32(7): 4526-4537 (2022) - [j79]Chengdong Lin, Xinlin Li, Zhenjiang Li, Junhui Hou:
Finding Stars From Fireworks: Improving Non-Cooperative Iris Tracking. IEEE Trans. Circuits Syst. Video Technol. 32(9): 6137-6147 (2022) - [j78]Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang:
Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery. IEEE Trans. Cybern. 52(8): 7919-7930 (2022) - [j77]Jing Jin, Junhui Hou:
Occlusion-Aware Unsupervised Learning of Depth From 4-D Light Fields. IEEE Trans. Image Process. 31: 2216-2228 (2022) - [j76]Jie Chen, Zaifeng Yang, Tsz Nam Chan, Hui Li, Junhui Hou, Lap-Pui Chau:
Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration. IEEE Trans. Image Process. 31: 2661-2672 (2022) - [j75]Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou:
Adaptive Attribute and Structure Subspace Clustering Network. IEEE Trans. Image Process. 31: 3430-3439 (2022) - [j74]Hailiang Huang, Huanqiang Zeng, Junhui Hou, Jing Chen, Jianqing Zhu, Kai-Kuang Ma:
A Spatial and Geometry Feature-Based Quality Assessment Model for the Light Field Images. IEEE Trans. Image Process. 31: 3765-3779 (2022) - [j73]Jinhui Hou, Zhiyu Zhu, Junhui Hou, Huanqiang Zeng, Jinjian Wu, Jiantao Zhou:
Deep Posterior Distribution-Based Embedding for Hyperspectral Image Super-Resolution. IEEE Trans. Image Process. 31: 5720-5732 (2022) - [j72]Huanqiang Zeng, Hailiang Huang, Junhui Hou, Jiuwen Cao, Yongtao Wang, Kai-Kuang Ma:
Screen Content Video Quality Assessment Model Using Hybrid Spatiotemporal Features. IEEE Trans. Image Process. 31: 6175-6187 (2022) - [j71]Hao Liu, Hui Yuan, Junhui Hou, Raouf Hamzaoui, Wei Gao:
PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling. IEEE Trans. Image Process. 31: 7389-7402 (2022) - 2021
- [j70]Junyi Chen, Junhui Hou, Ka-Chun Wong:
Categorical Matrix Completion With Active Learning for High-Throughput Screening. IEEE ACM Trans. Comput. Biol. Bioinform. 18(6): 2261-2270 (2021) - [j69]Zhiyu Zhu, Hui Liu, Junhui Hou, Sen Jia, Qingfu Zhang:
Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images. IEEE Trans. Computational Imaging 7: 1176-1188 (2021) - [j68]Yu Tian, Huanqiang Zeng, Junhui Hou, Jing Chen, Jianqing Zhu, Kai-Kuang Ma:
A Light Field Image Quality Assessment Model Based on Symmetry and Depth Features. IEEE Trans. Circuits Syst. Video Technol. 31(5): 2046-2050 (2021) - [j67]Xinju Wu, Yun Zhang, Chunling Fan, Junhui Hou, Sam Kwong:
Subjective Quality Database and Objective Study of Compressed Point Clouds With 6DoF Head-Mounted Display. IEEE Trans. Circuits Syst. Video Technol. 31(12): 4630-4644 (2021) - [j66]Qi Liu, Hui Yuan, Honglei Su, Hao Liu, Yu Wang, Huan Yang, Junhui Hou:
PQA-Net: Deep No Reference Point Cloud Quality Assessment via Multi-View Projection. IEEE Trans. Circuits Syst. Video Technol. 31(12): 4645-4660 (2021) - [j65]Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang:
Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation. IEEE Trans. Circuits Syst. Video Technol. 31(12): 4784-4797 (2021) - [j64]Chongyi Li, Runmin Cong, Sam Kwong, Junhui Hou, Huazhu Fu, Guopu Zhu, Dingwen Zhang, Qingming Huang:
ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection. IEEE Trans. Cybern. 51(1): 88-100 (2021) - [j63]Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong:
Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization. IEEE Trans. Cybern. 51(5): 2550-2562 (2021) - [j62]Zhiyu Zhu, Junhui Hou, Jie Chen, Huanqiang Zeng, Jiantao Zhou:
Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning. IEEE Trans. Image Process. 30: 1423-1438 (2021) - [j61]Yi Wang, Junhui Hou, Xinyu Hou, Lap-Pui Chau:
A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds. IEEE Trans. Image Process. 30: 2876-2887 (2021) - [j60]Chongyi Li, Saeed Anwar, Junhui Hou, Runmin Cong, Chunle Guo, Wenqi Ren:
Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding. IEEE Trans. Image Process. 30: 4985-5000 (2021) - [j59]Qi Liu, Hui Yuan, Raouf Hamzaoui, Honglei Su, Junhui Hou, Huan Yang:
Reduced Reference Perceptual Quality Model With Application to Rate Control for Video-Based Point Cloud Compression. IEEE Trans. Image Process. 30: 6623-6636 (2021) - [j58]Yue Qian, Junhui Hou, Sam Kwong, Ying He:
Deep Magnification-Flexible Upsampling Over 3D Point Clouds. IEEE Trans. Image Process. 30: 8354-8367 (2021) - [j57]Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du:
Superpixel-Guided Discriminative Low-Rank Representation of Hyperspectral Images for Classification. IEEE Trans. Image Process. 30: 8823-8835 (2021) - [j56]Shaohui Mei, Mingyang Ma, Shuai Wan, Junhui Hou, Zhiyong Wang, David Dagan Feng:
Patch Based Video Summarization With Block Sparse Representation. IEEE Trans. Multim. 23: 732-747 (2021) - [j55]Qi Liu, Hui Yuan, Junhui Hou, Raouf Hamzaoui, Honglei Su:
Model-Based Joint Bit Allocation Between Geometry and Color for Video-Based 3D Point Cloud Compression. IEEE Trans. Multim. 23: 3278-3291 (2021) - [j54]Yi Wang, Zhen-Peng Bian, Junhui Hou, Lap-Pui Chau:
Convolutional Neural Networks With Dynamic Regularization. IEEE Trans. Neural Networks Learn. Syst. 32(5): 2299-2304 (2021) - [j53]Yuheng Jia, Wenhui Wu, Ran Wang, Junhui Hou, Sam Kwong:
Joint Optimization for Pairwise Constraint Propagation. IEEE Trans. Neural Networks Learn. Syst. 32(7): 3168-3180 (2021) - [j52]Yuheng Jia, Junhui Hou, Sam Kwong:
Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA. IEEE Trans. Neural Networks Learn. Syst. 32(9): 3985-3997 (2021) - 2020
- [j51]Mingyang Ma, Shaohui Mei, Shuai Wan, Junhui Hou, Zhiyong Wang, David Dagan Feng:
Video summarization via block sparse dictionary selection. Neurocomputing 378: 197-209 (2020) - [j50]Hui Yuan, Shiyun Zhao, Junhui Hou, Xuekai Wei, Sam Kwong:
Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos. IEEE J. Sel. Top. Signal Process. 14(1): 177-193 (2020) - [j49]Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du:
Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries. IEEE Geosci. Remote. Sens. Lett. 17(9): 1598-1602 (2020) - [j48]Hui Yuan, Mengyu Li, Junhui Hou, Jimin Xiao:
Single image-based head pose estimation with spherical parametrization and 3D morphing. Pattern Recognit. 103: 107316 (2020) - [j47]Shuai Gu, Junhui Hou, Huanqiang Zeng, Hui Yuan:
3D Point Cloud Attribute Compression via Graph Prediction. IEEE Signal Process. Lett. 27: 176-180 (2020) - [j46]Zhihao Peng, Yuheng Jia, Junhui Hou:
Non-Negative Transfer Learning With Consistent Inter-Domain Distribution. IEEE Signal Process. Lett. 27: 1720-1724 (2020) - [j45]Hui Yuan, Xiaoqian Hu, Junhui Hou, Xuekai Wei, Sam Kwong:
An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP. IEEE Trans. Broadcast. 66(2): 251-263 (2020) - [j44]Hao Liu, Hui Yuan, Qi Liu, Junhui Hou, Ju Liu:
A Comprehensive Study and Comparison of Core Technologies for MPEG 3-D Point Cloud Compression. IEEE Trans. Broadcast. 66(3): 701-717 (2020) - [j43]Guochun Chen, Gengzheng Pan, Yongxin Zhou, Wenxiong Kang, Junhui Hou, Feiqi Deng:
Correlation Filter Tracking via Distractor-Aware Learning and Multi-Anchor Detection. IEEE Trans. Circuits Syst. Video Technol. 30(12): 4810-4822 (2020) - [j42]Runmin Cong, Jianjun Lei, Huazhu Fu, Junhui Hou, Qingming Huang, Sam Kwong:
Going From RGB to RGBD Saliency: A Depth-Guided Transformation Model. IEEE Trans. Cybern. 50(8): 3627-3639 (2020) - [j41]Shuai Gu, Junhui Hou, Huanqiang Zeng, Hui Yuan, Kai-Kuang Ma:
3D Point Cloud Attribute Compression Using Geometry-Guided Sparse Representation. IEEE Trans. Image Process. 29: 796-808 (2020) - [j40]Chongyi Li, Chunle Guo, Wenqi Ren, Runmin Cong, Junhui Hou, Sam Kwong, Dacheng Tao:
An Underwater Image Enhancement Benchmark Dataset and Beyond. IEEE Trans. Image Process. 29: 4376-4389 (2020) - [j39]Yu Tian, Huanqiang Zeng, Junhui Hou, Jing Chen, Kai-Kuang Ma:
Light Field Image Quality Assessment via the Light Field Coherence. IEEE Trans. Image Process. 29: 7945-7956 (2020) - [j38]Shan Cheng, Huanqiang Zeng, Jing Chen, Junhui Hou, Jianqing Zhu, Kai-Kuang Ma:
Screen Content Video Quality Assessment: Subjective and Objective Study. IEEE Trans. Image Process. 29: 8636-8651 (2020) - [j37]Yuheng Jia, Sam Kwong, Junhui Hou, Wenhui Wu:
Semi-Supervised Non-Negative Matrix Factorization With Dissimilarity and Similarity Regularization. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2510-2521 (2020) - [j36]Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong:
Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5575-5587 (2020) - [j35]Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong:
Clustering-Aware Graph Construction: A Joint Learning Perspective. IEEE Trans. Signal Inf. Process. over Networks 6: 357-370 (2020) - 2019
- [j34]Gengzheng Pan, Guochun Chen, Wenxiong Kang, Junhui Hou:
Correlation filter tracker with siamese: A robust and real-time object tracking framework. Neurocomputing 358: 33-43 (2019) - [j33]Xiaoming Chen, Zhibo Chen, Ye Li, Tianyu He, Junhui Hou, Sen Liu, Ying He:
ImmerTai: Immersive Motion Learning in VR Environments. J. Vis. Commun. Image Represent. 58: 416-427 (2019) - [j32]Xiaoyan Zhang, Zhenhua Tang, Junhui Hou, Yanbin Hao:
3D human pose estimation via human structure-aware fully connected network. Pattern Recognit. Lett. 125: 404-410 (2019) - [j31]Junhui Hou:
Permuted Sparse Representation for 3D Point Clouds. IEEE Signal Process. Lett. 26(12): 1847-1851 (2019) - [j30]Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du:
Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(3): 1000-1011 (2019) - [j29]Junhui Hou, Jie Chen, Lap-Pui Chau:
Light Field Image Compression Based on Bi-Level View Compensation With Rate-Distortion Optimization. IEEE Trans. Circuits Syst. Video Technol. 29(2): 517-530 (2019) - [j28]Chongyi Li, Runmin Cong, Junhui Hou, Sanyi Zhang, Yue Qian, Sam Kwong:
Nested Network With Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 57(11): 9156-9166 (2019) - [j27]Henry Wing Fung Yeung, Junhui Hou, Xiaoming Chen, Jie Chen, Zhibo Chen, Yuk Ying Chung:
Light Field Spatial Super-Resolution Using Deep Efficient Spatial-Angular Separable Convolution. IEEE Trans. Image Process. 28(5): 2319-2330 (2019) - [j26]Wenhui Wu, Sam Kwong, Junhui Hou, Yuheng Jia, Horace Ho-Shing Ip:
Simultaneous Dimensionality Reduction and Classification via Dual Embedding Regularized Nonnegative Matrix Factorization. IEEE Trans. Image Process. 28(8): 3836-3847 (2019) - [j25]Jinhui Hou, Huanqiang Zeng, Jianqing Zhu, Junhui Hou, Jing Chen, Kai-Kuang Ma:
Deep Quadruplet Appearance Learning for Vehicle Re-Identification. IEEE Trans. Veh. Technol. 68(9): 8512-8522 (2019) - 2018
- [j24]Lu Xing, Lei Cai, Huanqiang Zeng, Jing Chen, Jianqing Zhu, Junhui Hou:
A multi-scale contrast-based image quality assessment model for multi-exposure image fusion. Signal Process. 145: 233-240 (2018) - [j23]Yuheng Jia, Sam Kwong, Junhui Hou:
Semi-Supervised Spectral Clustering With Structured Sparsity Regularization. IEEE Signal Process. Lett. 25(3): 403-407 (2018) - [j22]Jie Chen, Junhui Hou, Lap-Pui Chau:
Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework. IEEE Signal Process. Lett. 25(9): 1403-1407 (2018) - [j21]Shaohui Mei, Junhui Hou, Jie Chen, Lap-Pui Chau, Qian Du:
Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification. IEEE Trans. Geosci. Remote. Sens. 56(5): 2872-2886 (2018) - [j20]Jie Chen, Junhui Hou, Lap-Pui Chau:
Light Field Compression With Disparity-Guided Sparse Coding Based on Structural Key Views. IEEE Trans. Image Process. 27(1): 314-324 (2018) - [j19]Zhangkai Ni, Huanqiang Zeng, Lin Ma, Junhui Hou, Jing Chen, Kai-Kuang Ma:
A Gabor Feature-Based Quality Assessment Model for the Screen Content Images. IEEE Trans. Image Process. 27(9): 4516-4528 (2018) - [j18]Jie Chen, Junhui Hou, Yun Ni, Lap-Pui Chau:
Accurate Light Field Depth Estimation With Superpixel Regularization Over Partially Occluded Regions. IEEE Trans. Image Process. 27(10): 4889-4900 (2018) - [j17]Hui Yuan, Huayong Fu, Ju Liu, Junhui Hou, Sam Kwong:
Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP. IEEE Trans. Mob. Comput. 17(10): 2334-2348 (2018) - [j16]Wenhui Wu, Yuheng Jia, Sam Kwong, Junhui Hou:
Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 29(12): 6348-6361 (2018) - 2017
- [j15]Shaohui Mei, Qianqian Bi, Jingyu Ji, Junhui Hou, Qian Du:
Hyperspectral Image Classification by Exploring Low-Rank Property in Spectral or/and Spatial Domain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(6): 2910-2921 (2017) - [j14]Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He:
Sparse Low-Rank Matrix Approximation for Data Compression. IEEE Trans. Circuits Syst. Video Technol. 27(5): 1043-1054 (2017) - [j13]Shaohui Mei, Jingyu Ji, Junhui Hou, Xu Li, Qian Du:
Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 55(8): 4520-4533 (2017) - 2016
- [j12]Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He:
Low-latency compression of mocap data using learned spatial decorrelation transform. Comput. Aided Geom. Des. 43: 211-225 (2016) - [j11]Shaohui Mei, Qianqian Bi, Jingyu Ji, Junhui Hou, Qian Du:
Spectral Variation Alleviation by Low-Rank Matrix Approximation for Hyperspectral Image Analysis. IEEE Geosci. Remote. Sens. Lett. 13(6): 796-800 (2016) - [j10]Zhen-Peng Bian, Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann:
Facial Position and Expression-Based Human-Computer Interface for Persons With Tetraplegia. IEEE J. Biomed. Health Informatics 20(3): 915-924 (2016) - 2015
- [j9]Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He:
Compressing 3-D Human Motions via Keyframe-Based Geometry Videos. IEEE Trans. Circuits Syst. Video Technol. 25(1): 51-62 (2015) - [j8]Zhen-Peng Bian, Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann:
Fall Detection Based on Body Part Tracking Using a Depth Camera. IEEE J. Biomed. Health Informatics 19(2): 430-439 (2015) - [j7]Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He:
Human Motion Capture Data Tailored Transform Coding. IEEE Trans. Vis. Comput. Graph. 21(7): 848-859 (2015) - [j6]Cheen-Hau Tan, Junhui Hou, Lap-Pui Chau:
Motion capture data recovery using skeleton constrained singular value thresholding. Vis. Comput. 31(11): 1521-1532 (2015) - 2014
- [j5]Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He:
Scalable and Compact Representation for Motion Capture Data Using Tensor Decomposition. IEEE Signal Process. Lett. 21(3): 255-259 (2014) - [j4]Junhui Hou, Lap-Pui Chau, Minqi Zhang, Nadia Magnenat-Thalmann, Ying He:
A Highly Efficient Compression Framework for Time-Varying 3-D Facial Expressions. IEEE Trans. Circuits Syst. Video Technol. 24(9): 1541-1553 (2014) - 2013
- [j3]Junhui Hou, Shuai Wan, Zhan Ma, Lap-Pui Chau:
Consistent Video Quality Control in Scalable Video Coding Using Dependent Distortion Quantization Model. IEEE Trans. Broadcast. 59(4): 717-724 (2013) - [j2]Junhui Hou, Lap-Pui Chau, Ying He, Minqi Zhang, Nadia Magnenat-Thalmann:
Rate-Distortion Model Based Bit Allocation for 3-D Facial Compression Using Geometry Video. IEEE Trans. Circuits Syst. Video Technol. 23(9): 1537-1541 (2013) - 2012
- [j1]Junhui Hou, Shuai Wan:
Optimal Bitstream Adaptation for Scalable Video Based On Two-Dimensional Rate and Quality Models. Int. J. Comput. Commun. Control 7(3): 473-481 (2012)
Conference and Workshop Papers
- 2023
- [c75]Shengshan Hu, Junwei Zhang, Wei Liu, Junhui Hou, Minghui Li, Leo Yu Zhang, Hai Jin, Lichao Sun:
PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples. AAAI 2023: 872-880 - [c74]Ziqi Zhou, Shengshan Hu, Ruizhi Zhao, Qian Wang, Leo Yu Zhang, Junhui Hou, Hai Jin:
Downstream-agnostic Adversarial Examples. ICCV 2023: 4322-4332 - [c73]Siyu Ren, Junhui Hou, Xiaodong Chen, Ying He, Wenping Wang:
GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation. ICCV 2023: 14168-14178 - [c72]Zhiyu Zhu, Junhui Hou, Dapeng Oliver Wu:
Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers. ICCV 2023: 21988-21998 - [c71]Chen Chen, Hui Yuan, Hao Liu, Junhui Hou, Raouf Hamzaoui:
CAS-Net: Cascade Attention-Based Sampling Neural Network for Point Cloud Simplification. ICME 2023: 1991-1996 - [c70]Shengshan Hu, Wei Liu, Minghui Li, Yechao Zhang, Xiaogeng Liu, Xianlong Wang, Leo Yu Zhang, Junhui Hou:
PointCRT: Detecting Backdoor in 3D Point Cloud via Corruption Robustness. ACM Multimedia 2023: 666-675 - [c69]Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Hui Yuan:
Global Structure-Aware Diffusion Process for Low-light Image Enhancement. NeurIPS 2023 - [c68]Qijian Zhang, Junhui Hou, Yohanes Yudhi Adikusuma, Wenping Wang, Ying He:
NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries. NeurIPS 2023 - [c67]Yifan Zhang, Qijian Zhang, Junhui Hou, Yixuan Yuan, Guoliang Xing:
Unleash the Potential of Image Branch for Cross-modal 3D Object Detection. NeurIPS 2023 - 2022
- [c66]Yiming Zeng, Yue Qian, Qijian Zhang, Junhui Hou, Yixuan Yuan, Ying He:
IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment. CVPR 2022: 6328-6337 - [c65]Yingzhi Tang, Yue Qian, Qijian Zhang, Yiming Zeng, Junhui Hou, Xuefei Zhe:
WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation. CVPR 2022: 6387-6395 - [c64]Huachen Fang, Jinjian Wu, Leida Li, Junhui Hou, Weisheng Dong, Guangming Shi:
AEDNet: Asynchronous Event Denoising with Spatial-Temporal Correlation among Irregular Data. ACM Multimedia 2022: 1427-1435 - [c63]Zhiyu Zhu, Junhui Hou, Xianqiang Lyu:
Learning Graph-embedded Key-event Back-tracing for Object Tracking in Event Clouds. NeurIPS 2022 - 2021
- [c62]Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang:
Clustering Ensemble Meets Low-rank Tensor Approximation. AAAI 2021: 7970-7978 - [c61]Yiming Zeng, Yue Qian, Zhiyu Zhu, Junhui Hou, Hui Yuan, Ying He:
CorrNet3D: Unsupervised End-to-End Learning of Dense Correspondence for 3D Point Clouds. CVPR 2021: 6052-6061 - [c60]Wanquan Feng, Juyong Zhang, Hongrui Cai, Haofei Xu, Junhui Hou, Hujun Bao:
Recurrent Multi-View Alignment Network for Unsupervised Surface Registration. CVPR 2021: 10297-10307 - [c59]Zhiyu Zhu, Hui Liu, Junhui Hou, Huanqiang Zeng, Qingfu Zhang:
Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild. ICCV 2021: 2259-2268 - [c58]Mantang Guo, Jing Jin, Hui Liu, Junhui Hou:
Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines. ICCV 2021: 2430-2439 - [c57]Congrui Fu, Xin Ma, Yao Liu, Junhui Hou, Hui Yuan:
DRLFNet: A Dense-Connection Residual Learning Neural Network for Light Field Super Resolution. ICIG (3) 2021: 501-510 - [c56]Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou:
Attention-driven Graph Clustering Network. ACM Multimedia 2021: 935-943 - [c55]Xianqiang Lyu, Zhiyu Zhu, Mantang Guo, Jing Jin, Junhui Hou, Huanqiang Zeng:
Learning Spatial-angular Fusion for Compressive Light Field Imaging in a Cycle-consistent Framework. ACM Multimedia 2021: 4613-4621 - 2020
- [c54]Jing Jin, Junhui Hou, Hui Yuan, Sam Kwong:
Learning Light Field Angular Super-Resolution via a Geometry-Aware Network. AAAI 2020: 11141-11148 - [c53]Chunle Guo, Chongyi Li, Jichang Guo, Chen Change Loy, Junhui Hou, Sam Kwong, Runmin Cong:
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement. CVPR 2020: 1777-1786 - [c52]Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi:
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. CVPR Workshops 2020: 1806-1822 - [c51]Jing Jin, Junhui Hou, Jie Chen, Sam Kwong:
Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization. CVPR 2020: 2257-2266 - [c50]Mantang Guo, Junhui Hou, Jing Jin, Jie Chen, Lap-Pui Chau:
Deep Spatial-Angular Regularization for Compressive Light Field Reconstruction over Coded Apertures. ECCV (2) 2020: 278-294 - [c49]Yue Qian, Junhui Hou, Sam Kwong, Ying He:
PUGeo-Net: A Geometry-Centric Network for 3D Point Cloud Upsampling. ECCV (19) 2020: 752-769 - [c48]Jie Chen, Lap-Pui Chau, Junhui Hou:
Surface Consistent Light Field Extrapolation Over Stratified Disparity And Spatial Granularities. ICME 2020: 1-6 - [c47]Chunle Guo, Jing Jin, Junhui Hou, Jie Chen:
Accurate Light Field Depth Estimation via an Occlusion-Aware Network. ICME 2020: 1-6 - [c46]Xuanzheng Wen, Xu Wang, Junhui Hou, Lin Ma, Yu Zhou, Jianmin Jiang:
Lossy Geometry Compression Of 3d Point Cloud Data Via An Adaptive Octree-Guided Network. ICME 2020: 1-6 - [c45]Jing Jin, Junhui Hou, Jie Chen, Sam Kwong, Jingyi Yu:
Light Field Super-resolution via Attention-Guided Fusion of Hybrid Lenses. ACM Multimedia 2020: 193-201 - [c44]Qijian Zhang, Runmin Cong, Junhui Hou, Chongyi Li, Yao Zhao:
CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection. NeurIPS 2020 - 2019
- [c43]Zhenhua Tang, Xiaoyan Zhang, Junhui Hou:
An Articulated Structure-aware Network for 3D Human Pose Estimation. ACML 2019: 48-63 - [c42]Yi Wang, Junhui Hou, Lap-Pui Chau:
Object Counting in Video Surveillance Using Multi-scale Density Map Regression. ICASSP 2019: 2422-2426 - [c41]Hui Liu, Yuheng Jia, Junhui Hou, Qingfu Zhang:
Imbalance-aware Pairwise Constraint Propagation. ACM Multimedia 2019: 1605-1613 - 2018
- [c40]Qi Liu, Hui Yuan, Junhui Hou, Hao Liu, Raouf Hamzaoui:
Model-Based Encoding Parameter Optimization for 3D Point Cloud Compression. APSIPA 2018: 1981-1986 - [c39]Yuming Fang, Kangkang Wei, Junhui Hou, Wenying Wen, Nevrez Imamoglu:
Light Filed Image Quality Assessment by Local and Global Features of Epipolar Plane Image. BigMM 2018: 1-6 - [c38]Jie Chen, Cheen-Hau Tan, Junhui Hou, Lap-Pui Chau, He Li:
Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework. CVPR 2018: 6286-6295 - [c37]Henry Wing Fung Yeung, Junhui Hou, Jie Chen, Yuk Ying Chung, Xiaoming Chen:
Fast Light Field Reconstruction with Deep Coarse-to-Fine Modeling of Spatial-Angular Clues. ECCV (6) 2018: 138-154 - [c36]Jing Jin, Junhui Hou, Jie Chen, Henry Wing Fung Yeung, Sam Kwong:
Light Field Spatial Super-resolution via CNN Guided by A Single High-resolution RGB Image. DSP 2018: 1-5 - [c35]Yuheng Jia, Sam Kwong, Junhui Hou, Wenhui Wu:
Convex Constrained Clustering with Graph-Laplacian Pca. ICME 2018: 1-6 - [c34]Zhongqi Tian, Jingyu Ji, Shaohui Mei, Junhui Hou, Shuai Wan, Qian Du:
Hyperspectral Classification Via Spatial Context Exploration with Multi-Scale CNN. IGARSS 2018: 2563-2566 - 2017
- [c33]Jie Chen, Yun Ni, Junhui Hou, Lap-Pui Chau:
Light field scene flow with occlusion regularization. APSIPA 2017: 1148-1151 - [c32]Yu Zhou, Sam Kwong, Junhui Hou:
Single image superresolution by multiple geometrical regressors. APSIPA 2017: 1152-1155 - [c31]Mingyang Ma, Shaohui Mei, Shuai Wan, Junhui Hou, Zhiyong Wang, Dagan Feng:
Video Summarization via Simultaneous Block Sparse Representation. DICTA 2017: 1-7 - [c30]Junhui Hou, Lap-Pui Chau, Ying He, Philip A. Chou:
Sparse representation for colors of 3D point cloud via virtual adaptive sampling. ICASSP 2017: 2926-2930 - [c29]Shaohui Mei, Xin Yuan, Jingyu Ji, Shuai Wan, Junhui Hou, Qian Du:
Hyperspectral image super-resolution via convolutional neural network. ICIP 2017: 4297-4301 - [c28]Mingyang Ma, Shaohui Mei, Junhui Hou, Shuai Wan, Zhiyong Wang, Dagan Feng:
Nonlinear kernel sparse dictionary selection for video summarization. ICME 2017: 637-642 - [c27]Shaohui Mei, Yanfu Chen, Jingyu Ji, Junhui Hou, Qian Du:
Fusing different levels of deep features by deep stacked neural network for hyperspectral images. IGARSS 2017: 759-762 - [c26]Jingyu Ji, Shaohui Mei, Junhui Hou, Xu Li, Qian Du:
Learning sensor-specific features for hyperspectral images via 3-dimensional convolutional autoencoder. IGARSS 2017: 1820-1823 - [c25]Lei Cai, Huanqiang Zeng, Jianqing Zhu, Jiuwen Cao, Junhui Hou, Canhui Cai:
Multi-view joint learning network for pedestrian gender classification. ISPACS 2017: 23-27 - [c24]Jinhui Hou, Huanqiang Zeng, Lei Cai, Jianqing Zhu, Jiuwen Cao, Junhui Hou:
Handwritten numeral recognition using multi-task learning. ISPACS 2017: 155-158 - [c23]Mingyang Ma, Shaohui Mei, Junhui Hou, Shuai Wan, Zhiyong Wang:
Video summarization via temporal collaborative representation of adjacent frames. ISPACS 2017: 164-169 - [c22]Zhipeng Zeng, Huanqiang Zeng, Jing Chen, Junhui Hou, Canhui Cai, Kai-Kuang Ma:
A novel direction-based JND model for perceptual HEVC intra coding. ISPACS 2017: 186-190 - [c21]Shuai Gu, Junhui Hou, Huanqiang Zeng, Jing Chen, Jianqing Zhu, Kai-Kuang Ma:
Compression of 3D point clouds using 1D discrete cosine transform. ISPACS 2017: 196-200 - [c20]Di Wang, Edwin Candinegara, Junhui Hou, Ah-Hwee Tan, Chunyan Miao:
Robust human activity recognition using lesser number of wearable sensors. SPAC 2017: 290-295 - [c19]Tianyu He, Xiaoming Chen, Zhibo Chen, Ye Li, Sen Liu, Junhui Hou, Ying He:
Immersive and collaborative Taichi motion learning in various VR environments. VR 2017: 307-308 - 2016
- [c18]Hui Liang, Junhui Hou, Junsong Yuan, Daniel Thalmann:
Random Forest with Suppressed Leaves for Hough Voting. ACCV (3) 2016: 264-280 - [c17]Junhui Hou, Hui Liu, Lap-Pui Chau, Ying He, Jie Chen:
Sparsifying orthogonal transforms with compact bases for data compression. APSIPA 2016: 1-4 - [c16]Junhui Hou, Hui Liu, Lap-Pui Chau:
Graph-based transform for data decorrelation. DSP 2016: 177-180 - [c15]Junhui Hou, Lap-Pui Chau, Ying He, Huanqiang Zeng:
Robust laplacian matrix learning for smooth graph signals. ICIP 2016: 1878-1882 - [c14]Junhui Hou, Jie Chen, Lap-Pui Chau, Ying He:
Sparse two-dimensional singular value decomposition. ICME 2016: 1-6 - [c13]Shaohui Mei, Qianqian Bi, Jingyu Ji, Junhui Hou, Qian Du:
How to fully explore the low-rank property for data recovery of hyperspectral images. IGARSS 2016: 3314-3317 - [c12]Shaohui Mei, Jingyu Ji, Qianqian Bi, Junhui Hou, Qian Du, Wei Li:
Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification. IGARSS 2016: 5067-5070 - 2015
- [c11]Junhui Hou, Lap-Pui Chau, Ying He, Nadia Magnenat-Thalmann:
Reordering-based transform for compressing human motion capture data. ISCAS 2015: 2740-2743 - [c10]Junhui Hou, Shuai Wan, Zhan Ma, Lap-Pui Chau:
A linear dependent rate-quantization model for scalable video enhancement layer encoding. ISCAS 2015: 2768-2771 - 2014
- [c9]Jiexiong Tang, Chenwei Deng, Guang-Bin Huang, Junhui Hou:
A fast learning algorithm for multi-layer extreme learning machine. ICIP 2014: 175-178 - [c8]Junhui Hou, Lap-Pui Chau, Ying He, Nadia Magnenat-Thalmann:
Low-rank based compact representation of motion capture data. ICIP 2014: 1480-1484 - [c7]Junhui Hou, Zhen-Peng Bian, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He:
Restoring corrupted motion capture data via jointly low-rank matrix completion. ICME 2014: 1-6 - [c6]Junhui Hou, Lap-Pui Chau, Ying He, Nadia Magnenat-Thalmann:
A novel compression framework for 3D time-varying meshes. ISCAS 2014: 2161-2164 - [c5]Zhen-Peng Bian, Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann:
Human Computer Interface for Quadriplegic People Based on Face Position/gesture Detection. ACM Multimedia 2014: 1221-1224 - 2013
- [c4]Junhui Hou, Lap-Pui Chau, Ying He, Jie Chen, Nadia Magnenat-Thalmann:
Human motion capture data recovery via trajectory-based sparse representation. ICIP 2013: 709-713 - [c3]Junhui Hou, Lap-Pui Chau, Ying He, Nadia Magnenat-Thalmann:
Expression-invariant and sparse representation for mesh-based compression for 3-D face models. VCIP 2013: 1-6 - 2012
- [c2]Junhui Hou, Shuai Wan, Zhan Ma, Fuzheng Yang, Lap-Pui Chau:
A New Rate-Quantization Model for H.264/AVC Low-Delay Rate Control. PCM 2012: 492-500 - [c1]Junhui Hou, Lap-Pui Chau, Ying He, Dao Thi Phuong Quynh, Nadia Magnenat-Thalmann:
Dynamic 3-D facial compression using low rank and sparse decomposition. SIGGRAPH Asia Technical Briefs 2012: 22:1-22:4
Data and Artifacts
- 2021
- [d1]Xinju Wu, Yun Zhang, Chunling Fan, Junhui Hou, Sam Kwong:
SIAT-PCQD: Subjective Point Cloud Quality Database with 6DoF Head-mounted Display. IEEE DataPort, 2021
Informal and Other Publications
- 2024
- [i99]Shiwen Zhao, Wei Wang, Junhui Hou, Hai Wu:
Hybrid Pooling and Convolutional Network for Improving Accuracy and Training Convergence Speed in Object Detection. CoRR abs/2401.01134 (2024) - [i98]Guying Lin, Lei Yang, Yuan Liu, Congyi Zhang, Junhui Hou, Xiaogang Jin, Taku Komura, John Keyser, Wenping Wang:
On Optimal Sampling for Learning SDF Using MLPs Equipped with Positional Encoding. CoRR abs/2401.01391 (2024) - [i97]Siyu Ren, Junhui Hou, Xiaodong Chen, Hongkai Xiong, Wenping Wang:
Measuring the Discrepancy between 3D Geometric Models using Directional Distance Fields. CoRR abs/2401.09736 (2024) - [i96]Lintai Wu, Junhui Hou, Linqi Song, Yong Xu:
3D Shape Completion on Unseen Categories: A Weakly-supervised Approach. CoRR abs/2401.10578 (2024) - [i95]Yifan Zhang, Siyu Ren, Junhui Hou, Jinjian Wu, Guangming Shi:
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration. CoRR abs/2401.12452 (2024) - [i94]Jianxin Lei, Chengcai Xu, Langqing Shi, Junhui Hou, Ping Zhou:
Unsupervised Learning of High-resolution Light Field Imaging via Beam Splitter-based Hybrid Lenses. CoRR abs/2402.19020 (2024) - [i93]Yiming Zeng, Junhui Hou, Qijian Zhang, Siyu Ren, Wenping Wang:
Dynamic 3D Point Cloud Sequences as 2D Videos. CoRR abs/2403.01129 (2024) - [i92]Jianhan Qi, Yuheng Jia, Hui Liu, Junhui Hou:
Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images. CoRR abs/2403.01799 (2024) - [i91]Yuheng Jia, Jianhong Cheng, Hui Liu, Junhui Hou:
Towards Calibrated Deep Clustering Network. CoRR abs/2403.02998 (2024) - [i90]Qijian Zhang, Junhui Hou, Ying He:
ParaPoint: Learning Global Free-Boundary Surface Parameterization of 3D Point Clouds. CoRR abs/2403.10349 (2024) - [i89]Yuxin Yao, Siyu Ren, Junhui Hou, Zhi Deng, Juyong Zhang, Wenping Wang:
DynoSurf: Neural Deformation-based Temporally Consistent Dynamic Surface Reconstruction. CoRR abs/2403.11586 (2024) - 2023
- [i88]Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Deyu Meng:
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images. CoRR abs/2301.06132 (2023) - [i87]Yifan Zhang, Qijian Zhang, Junhui Hou, Yixuan Yuan, Guoliang Xing:
Bidirectional Propagation for Cross-Modal 3D Object Detection. CoRR abs/2301.09077 (2023) - [i86]Jinrui Xing, Hui Yuan, Raouf Hamzaoui, Hao Liu, Junhui Hou:
GQE-Net: A Graph-based Quality Enhancement Network for Point Cloud Color Attribute. CoRR abs/2303.13764 (2023) - [i85]Meng You, Junhui Hou:
Decoupling Dynamic Monocular Videos for Dynamic View Synthesis. CoRR abs/2304.01716 (2023) - [i84]Siyu Ren, Junhui Hou:
Unleash the Potential of 3D Point Cloud Modeling with A Calibrated Local Geometry-driven Distance Metric. CoRR abs/2306.00552 (2023) - [i83]Qijian Zhang, Junhui Hou, Yohanes Yudhi Adikusuma, Wenping Wang, Ying He:
NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries. CoRR abs/2306.00658 (2023) - [i82]Xianqiang Lyu, Junhui Hou:
Probabilistic-based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising. CoRR abs/2306.08836 (2023) - [i81]Yifan Zhang, Zhiyu Zhu, Junhui Hou:
Spatial-Temporal Enhanced Transformer Towards Multi-Frame 3D Object Detection. CoRR abs/2307.00347 (2023) - [i80]Zhiyu Zhu, Junhui Hou, Dapeng Oliver Wu:
Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers. CoRR abs/2307.04129 (2023) - [i79]Ziqi Zhou, Shengshan Hu, Ruizhi Zhao, Qian Wang, Leo Yu Zhang, Junhui Hou, Hai Jin:
Downstream-agnostic Adversarial Examples. CoRR abs/2307.12280 (2023) - [i78]Xianqiang Lyu, Junhui Hou:
Enhancing Low-light Light Field Images with A Deep Compensation Unfolding Network. CoRR abs/2308.05404 (2023) - [i77]Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Hui Yuan:
Global Structure-Aware Diffusion Process for Low-Light Image Enhancement. CoRR abs/2310.17577 (2023) - [i76]Yingzhi Tang, Qijian Zhang, Junhui Hou, Yebin Liu:
Human as Points: Explicit Point-based 3D Human Reconstruction from Single-view RGB Images. CoRR abs/2311.02892 (2023) - [i75]Xin Li, Peng Li, Zeyong Wei, Zhe Zhu, Mingqiang Wei, Junhui Hou, Liangliang Nan, Jing Qin, Haoran Xie, Fu Lee Wang:
Cross-BERT for Point Cloud Pretraining. CoRR abs/2312.04891 (2023) - [i74]Zhiwen Chen, Zhiyu Zhu, Yifan Zhang, Junhui Hou, Guangming Shi, Jinjian Wu:
Segment Any Events via Weighted Adaptation of Pivotal Tokens. CoRR abs/2312.16222 (2023) - 2022
- [i73]Mantang Guo, Jing Jin, Hui Liu, Junhui Hou, Huanqiang Zeng, Jiwen Lu:
Content-aware Warping for View Synthesis. CoRR abs/2201.09023 (2022) - [i72]Hao Liu, Hui Yuan, Junhui Hou, Raouf Hamzaoui, Wei Gao:
PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling. CoRR abs/2203.00914 (2022) - [i71]Yiming Zeng, Yue Qian, Qijian Zhang, Junhui Hou, Yixuan Yuan, Ying He:
IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment. CoRR abs/2203.11590 (2022) - [i70]Yingzhi Tang, Yue Qian, Qijian Zhang, Yiming Zeng, Junhui Hou, Xuefei Zhe:
WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation. CoRR abs/2203.12917 (2022) - [i69]Ping Zhou, Xiaoyang Liu, Jing Jin, Yuting Zhang, Junhui Hou:
Light Field Depth Estimation Based on Stitched-EPI. CoRR abs/2203.15201 (2022) - [i68]Guanxing Lu, Yuheng Jia, Junhui Hou:
Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation. CoRR abs/2205.10481 (2022) - [i67]Jinhui Hou, Zhiyu Zhu, Junhui Hou, Huanqiang Zeng, Jinjian Wu, Jiantao Zhou:
Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolution. CoRR abs/2205.14887 (2022) - [i66]Endai Huang, Axiu Mao, Yongjian Wu, Haiming Gan, Maria Camila Ceballos, Thomas D. Parsons, Junhui Hou, Kai Liu:
Occlusion-Resistant Instance Segmentation of Piglets in Farrowing Pens Using Center Clustering Network. CoRR abs/2206.01942 (2022) - [i65]Yifan Zhang, Qijian Zhang, Zhiyu Zhu, Junhui Hou, Yixuan Yuan:
GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation. CoRR abs/2207.02466 (2022) - [i64]Qijian Zhang, Junhui Hou, Yue Qian:
Multi-View Vision-to-Geometry Knowledge Transfer for 3D Point Cloud Shape Analysis. CoRR abs/2207.03128 (2022) - [i63]Jinhui Hou, Zhiyu Zhu, Hui Liu, Junhui Hou:
Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising. CoRR abs/2207.04266 (2022) - [i62]Siyu Ren, Yiming Zeng, Junhui Hou, Xiaodong Chen:
CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence. CoRR abs/2207.05483 (2022) - [i61]Meng You, Mantang Guo, Xianqiang Lyu, Hui Liu, Junhui Hou:
Learning A Unified 3D Point Cloud for View Synthesis. CoRR abs/2209.05013 (2022) - [i60]Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou:
Graph Augmentation Clustering Network. CoRR abs/2211.10627 (2022) - [i59]Shengshan Hu, Junwei Zhang, Wei Liu, Junhui Hou, Minghui Li, Leo Yu Zhang, Hai Jin, Lichao Sun:
PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models Against Adversarial Examples. CoRR abs/2211.12294 (2022) - [i58]Siyu Ren, Junhui Hou, Xiaodong Chen, Ying He, Wenping Wang:
GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation. CoRR abs/2211.16762 (2022) - [i57]Lintai Wu, Qijian Zhang, Junhui Hou, Yong Xu:
Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion. CoRR abs/2212.00564 (2022) - [i56]Qijian Zhang, Junhui Hou, Yue Qian, Yiming Zeng, Juyong Zhang, Ying He:
Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis. CoRR abs/2212.08892 (2022) - [i55]Yifan Zhang, Junhui Hou, Yixuan Yuan:
A Comprehensive Study and Comparison of the Robustness of 3D Object Detectors Against Adversarial Attacks. CoRR abs/2212.10230 (2022) - [i54]Qijian Zhang, Junhui Hou:
Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image Translation. CoRR abs/2212.14197 (2022) - 2021
- [i53]Jing Jin, Hui Liu, Junhui Hou, Hongkai Xiong:
Light Field Reconstruction via Attention-Guided Deep Fusion of Hybrid Lenses. CoRR abs/2102.07085 (2021) - [i52]Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang:
Self-supervised Symmetric Nonnegative Matrix Factorization. CoRR abs/2103.01689 (2021) - [i51]Chongyi Li, Saeed Anwar, Junhui Hou, Runmin Cong, Chunle Guo, Wenqi Ren:
Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding. CoRR abs/2104.13015 (2021) - [i50]Jing Jin, Junhui Hou:
Occlusion-aware Unsupervised Learning of Depth from 4-D Light Fields. CoRR abs/2106.03043 (2021) - [i49]Aihua Mao, Zihui Du, Junhui Hou, Yaqi Duan, Yong-Jin Liu, Ying He:
PU-Flow: a Point Cloud Upsampling Networkwith Normalizing Flows. CoRR abs/2107.05893 (2021) - [i48]Jie Chen, Zaifeng Yang, Tsz Nam Chan, Hui Li, Junhui Hou, Lap-Pui Chau:
Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration. CoRR abs/2107.06211 (2021) - [i47]Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou:
Attention-driven Graph Clustering Network. CoRR abs/2108.05499 (2021) - [i46]Zhiyu Zhu, Hui Liu, Junhui Hou, Sen Jia, Qingfu Zhang:
Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB Images. CoRR abs/2108.05547 (2021) - [i45]Zhiyu Zhu, Hui Liu, Junhui Hou, Huanqiang Zeng, Qingfu Zhang:
Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild. CoRR abs/2108.06659 (2021) - [i44]Mantang Guo, Jing Jin, Hui Liu, Junhui Hou:
Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines. CoRR abs/2108.07408 (2021) - [i43]Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du:
Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification. CoRR abs/2108.11172 (2021) - [i42]Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou:
Adaptive Attribute and Structure Subspace Clustering Network. CoRR abs/2109.13742 (2021) - [i41]Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou:
Deep Attention-guided Graph Clustering with Dual Self-supervision. CoRR abs/2111.05548 (2021) - 2020
- [i40]Chunle Guo, Chongyi Li, Jichang Guo, Chen Change Loy, Junhui Hou, Sam Kwong, Runmin Cong:
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement. CoRR abs/2001.06826 (2020) - [i39]Yue Qian, Junhui Hou, Sam Kwong, Ying He:
PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling. CoRR abs/2002.10277 (2020) - [i38]Qi Liu, Hui Yuan, Junhui Hou, Raouf Hamzaoui, Honglei Su:
Rate Distortion Optimized Joint Bit Allocation between Geometry and Color for Video-based 3D Point Cloud Compression. CoRR abs/2002.10798 (2020) - [i37]Jing Jin, Junhui Hou, Hui Yuan, Sam Kwong:
Learning Light Field Angular Super-Resolution via a Geometry-Aware Network. CoRR abs/2002.11263 (2020) - [i36]Jing Jin, Junhui Hou, Jie Chen, Sam Kwong:
Light Field Spatial Super-resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization. CoRR abs/2004.02215 (2020) - [i35]Zhiyu Zhu, Zhen-Peng Bian, Junhui Hou, Yi Wang, Lap-Pui Chau:
When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks. CoRR abs/2004.08796 (2020) - [i34]Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang:
Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation. CoRR abs/2004.14705 (2020) - [i33]Yue Qian, Junhui Hou, Yiming Zeng, Qijian Zhang, Sam Kwong, Ying He:
MOPS-Net: A Matrix Optimization-driven Network forTask-Oriented 3D Point Cloud Downsampling. CoRR abs/2005.00383 (2020) - [i32]Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi:
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. CoRR abs/2005.03412 (2020) - [i31]Zhiyu Zhu, Junhui Hou, Jie Chen, Huanqiang Zeng, Jiantao Zhou:
Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual Learning. CoRR abs/2006.10300 (2020) - [i30]Yi Wang, Junhui Hou, Xinyu Hou, Lap-Pui Chau:
A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds. CoRR abs/2007.12831 (2020) - [i29]Jing Jin, Junhui Hou, Zhiyu Zhu, Jie Chen, Sam Kwong:
Deep Selective Combinatorial Embedding and Consistency Regularization for Light Field Super-resolution. CoRR abs/2009.12537 (2020) - [i28]Qijian Zhang, Runmin Cong, Junhui Hou, Chongyi Li, Yao Zhao:
CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection. CoRR abs/2011.04887 (2020) - [i27]Wanquan Feng, Juyong Zhang, Hongrui Cai, Haofei Xu, Junhui Hou, Hujun Bao:
Recurrent Multi-view Alignment Network for Unsupervised Surface Registration. CoRR abs/2011.12104 (2020) - [i26]Qi Liu, Hui Yuan, Raouf Hamzaoui, Honglei Su, Junhui Hou, Huan Yang:
Reduced Reference Perceptual Quality Model and Application to Rate Control for 3D Point Cloud Compression. CoRR abs/2011.12688 (2020) - [i25]Yue Qian, Junhui Hou, Sam Kwong, Ying He:
Deep Magnification-Arbitrary Upsampling over 3D Point Clouds. CoRR abs/2011.12745 (2020) - [i24]Qijian Zhang, Junhui Hou, Yue Qian, Juyong Zhang, Ying He:
ParaNet: Deep Regular Representation for 3D Point Clouds. CoRR abs/2012.03028 (2020) - [i23]Zhihao Peng, Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang:
Maximum Entropy Subspace Clustering Network. CoRR abs/2012.03176 (2020) - [i22]Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang:
Clustering Ensemble Meets Low-rank Tensor Approximation. CoRR abs/2012.08916 (2020) - [i21]Yiming Zeng, Yue Qian, Zhiyu Zhu, Junhui Hou, Hui Yuan, Ying He:
CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds. CoRR abs/2012.15638 (2020) - 2019
- [i20]Chongyi Li, Chunle Guo, Wenqi Ren, Runmin Cong, Junhui Hou, Sam Kwong, Dacheng Tao:
An Underwater Image Enhancement Benchmark Dataset and Beyond. CoRR abs/1901.05495 (2019) - [i19]Jie Chen, Lap-Pui Chau, Junhui Hou:
Stratified Labeling for Surface Consistent Parallax Correction and Occlusion Completion. CoRR abs/1903.02688 (2019) - [i18]Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong:
Clustering-aware Graph Construction: A Joint Learning Perspective. CoRR abs/1905.01446 (2019) - [i17]Chongyi Li, Runmin Cong, Junhui Hou, Sanyi Zhang, Yue Qian, Sam Kwong:
Nested Network with Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images. CoRR abs/1906.08462 (2019) - [i16]Hui Yuan, Mengyu Li, Junhui Hou, Jimin Xiao:
A Single Image based Head Pose Estimation Method with Spherical Parameterization. CoRR abs/1907.09217 (2019) - [i15]Jing Jin, Junhui Hou, Jie Chen, Sam Kwong, Jingyi Yu:
Learning High-fidelity Light Field Images From Hybrid Inputs. CoRR abs/1907.09640 (2019) - [i14]Jing Jin, Junhui Hou, Jie Chen, Huanqiang Zeng, Sam Kwong, Jingyi Yu:
Flexible, Fast and Accurate Densely-Sampled Light Field Reconstruction Network. CoRR abs/1909.01341 (2019) - [i13]Yi Wang, Zhen-Peng Bian, Junhui Hou, Lap-Pui Chau:
Convolutional Neural Networks with Dynamic Regularization. CoRR abs/1909.11862 (2019) - [i12]Hao Liu, Hui Yuan, Qi Liu, Junhui Hou, Ju Liu:
A Comprehensive Study and Comparison of Core Technologies for MPEG 3D Point Cloud Compression. CoRR abs/1912.09674 (2019) - [i11]Hui Yuan, Shiyun Zhao, Junhui Hou, Xuekai Wei, Sam Kwong:
Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos. CoRR abs/1912.09675 (2019) - [i10]Hui Yuan, Xiaoqian Hu, Junhui Hou, Xuekai Wei, Sam Kwong:
An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP. CoRR abs/1912.11822 (2019) - [i9]Hui Yuan, Huayong Fu, Ju Liu, Junhui Hou, Sam Kwong:
Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP. CoRR abs/1912.11954 (2019) - 2018
- [i8]Jie Chen, Cheen-Hau Tan, Junhui Hou, Lap-Pui Chau, He Li:
Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework. CoRR abs/1803.10433 (2018) - [i7]Jie Chen, Cheen-Hau Tan, Junhui Hou, Lap-Pui Chau, He Li:
Robust Video Content Alignment and Compensation for Clear Vision Through the Rain. CoRR abs/1804.09555 (2018) - [i6]Jie Chen, Junhui Hou, Lap-Pui Chau:
Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework. CoRR abs/1805.12358 (2018) - 2017
- [i5]Jie Chen, Junhui Hou, Yun Ni, Lap-Pui Chau:
Accurate Light Field Depth Estimation with Superpixel Regularization over Partially Occluded Regions. CoRR abs/1708.01964 (2017) - 2016
- [i4]Jie Chen, Junhui Hou, Lap-Pui Chau:
Light Field Compression with Disparity Guided Sparse Coding based on Structural Key Views. CoRR abs/1610.03684 (2016) - 2015
- [i3]Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He:
Human Motion Capture Data Compression based on Learned Spatial Transform. CoRR abs/1506.08898 (2015) - [i2]Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He:
CLRMA: Compact Low Rank Matrix Approximation for Data Compression. CoRR abs/1507.01673 (2015) - 2014
- [i1]Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He:
Human Motion Capture Data Tailored Transform Coding. CoRR abs/1410.4730 (2014)
Coauthor Index
[j104] [j98] [j91] [j87] [j84] [j80] [j78] [j67] [j65] [j64] [j63] [j58] [j53] [j52] [j50] [j45] [j42] [j40] [j37] [j36] [j35] [j28] [j26] [j23] [j17] [j16] [c54] [c53] [c51] [c49] [c45] [c36] [c35] [c32] [d1] [i52] [i40] [i39] [i37] [i36] [i34] [i33] [i29] [i25] [i20] [i18] [i17] [i15] [i14] [i11] [i10] [i9]
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