Junhui Hou

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 281

Top Venues

CoRR

IEEE Trans. Image Process.

IEEE Trans. Circuits Syst. Video Technol.

ICME

Publications

Siyu Ren, Junhui Hou, Wenping Wang
NeCGS: Neural Compression for 3D Geometry Sets. CoRR (2024)
Shiwen Zhao, Wei Wang, Junhui Hou, Hai Wu
Hybrid Pooling and Convolutional Network for Improving Accuracy and Training Convergence Speed in Object Detection. CoRR (2024)
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) (2024)
Qijian Zhang, Junhui Hou, Wenping Wang, Ying He
Flatten Anything: Unsupervised Neural Surface Parameterization. CoRR (2024)
Lintai Wu, Xianjing Cheng, Junhui Hou, Yong Xu, Huanqiang Zeng
Self-supervised 3D Point Cloud Completion via Multi-view Adversarial Learning. CoRR (2024)
Yifan Zhang, Junhui Hou, Yixuan Yuan
A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks. Int. J. Comput. Vis. 132 (5) (2024)
Yuxin Yao, Siyu Ren, Junhui Hou, Zhi Deng, Juyong Zhang, Wenping Wang
DynoSurf: Neural Deformation-based Temporally Consistent Dynamic Surface Reconstruction. CoRR (2024)
Lintai Wu, Junhui Hou, Linqi Song, Yong Xu
3D Shape Completion on Unseen Categories: A Weakly-supervised Approach. CoRR (2024)
Yiming Zeng, Junhui Hou, Qijian Zhang, Siyu Ren, Wenping Wang
Dynamic 3D Point Cloud Sequences as 2D Videos. CoRR (2024)
Qingming Liu, Yuan Liu, Jiepeng Wang, Xianqiang Lv, Peng Wang, Wenping Wang, Junhui Hou
MoDGS: Dynamic Gaussian Splatting from Causually-captured Monocular Videos. CoRR (2024)
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 (2024)
Fuchao Yang, Yuheng Jia, Hui Liu, Yongqiang Dong, Junhui Hou
Noisy Label Removal for Partial Multi-Label Learning. KDD (2024)
Jianhan Qi, Yuheng Jia, Hui Liu, Junhui Hou
Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images. CoRR (2024)
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 (2024)
Meng You, Zhiyu Zhu, Hui Liu, Junhui Hou
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer. CoRR (2024)
Yifan Zhang, Junhui Hou
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models. CoRR (2024)
Xianqiang Lyu, Junhui Hou
Enhancing Low-Light Light Field Images With a Deep Compensation Unfolding Network. IEEE Trans. Image Process. 33 (2024)
Jiahao Jiang, Yuheng Jia, Hui Liu, Junhui Hou
FairMatch: Promoting Partial Label Learning by Unlabeled Samples. KDD (2024)
Yifan Zhang, Siyu Ren, Junhui Hou, Jinjian Wu, Guangming Shi
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration. CoRR (2024)
Yuheng Jia, Jianhong Cheng, Hui Liu, Junhui Hou
Towards Calibrated Deep Clustering Network. CoRR (2024)
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 (2024)
Qijian Zhang, Junhui Hou, Ying He
ParaPoint: Learning Global Free-Boundary Surface Parameterization of 3D Point Clouds. CoRR (2024)
Hao Jing, Anhong Wang, Lijun Zhao, Yakun Yang, Donghan Bu, Jing Zhang, Yifan Zhang, Junhui Hou
Boosting 3D Object Detection with Semantic-Aware Multi-Branch Framework. CoRR (2024)
Xianqiang Lyu, Junhui Hou
Probabilistic-Based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising. Int. J. Comput. Vis. 132 (6) (2024)
Jiangbei Hu, Yanggeng Li, Fei Hou, Junhui Hou, Zhebin Zhang, Shengfa Wang, Na Lei, Ying He
Learning Unsigned Distance Fields from Local Shape Functions for 3D Surface Reconstruction. CoRR (2024)
Siyu Ren, Junhui Hou, Xiaodong Chen, Hongkai Xiong, Wenping Wang
Measuring the Discrepancy between 3D Geometric Models using Directional Distance Fields. CoRR (2024)
Zekun Qian, Ruize Han, Wei Feng, Junhui Hou, Linqi Song, Song Wang
OCTrack: Benchmarking the Open-Corpus Multi-Object Tracking. CoRR (2024)
Jiading Li, Zhiyu Zhu, Jinhui Hou, Junhui Hou, Jinjian Wu
Denoising Distillation Makes Event-Frame Transformers as Accurate Gaze Trackers. CoRR (2024)
Xianqiang Lyu, Hui Liu, Junhui Hou
RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering. CoRR (2024)
Yuxin Yao, Bailin Deng, Junhui Hou, Juyong Zhang
SPARE: Symmetrized Point-to-Plane Distance for Robust Non-Rigid Registration. CoRR (2024)
Zhiyu Zhu, Junhui Hou, Dapeng Oliver Wu
Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers. ICCV (2023)
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 (2023)
Yingzhi Tang, Qijian Zhang, Junhui Hou, Yebin Liu
Human as Points: Explicit Point-based 3D Human Reconstruction from Single-view RGB Images. CoRR (2023)
Siyu Ren, Junhui Hou
Unleash the Potential of 3D Point Cloud Modeling with A Calibrated Local Geometry-driven Distance Metric. CoRR (2023)
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) (2023)
Wenhui Wu, Junhui Hou, Shiqi Wang, Sam Kwong, Yu Zhou
Semi-supervised adaptive kernel concept factorization. Pattern Recognit. 134 (2023)
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 (2023)
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) (2023)
Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Deyu Meng
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images. CoRR (2023)
Zhiwen Chen, Zhiyu Zhu, Yifan Zhang, Junhui Hou, Guangming Shi, Jinjian Wu
Segment Any Events via Weighted Adaptation of Pivotal Tokens. CoRR (2023)
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) (2023)
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 (2023)
Qijian Zhang, Junhui Hou, Yohanes Yudhi Adikusuma, Wenping Wang, Ying He
NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries. CoRR (2023)
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) (2023)
Qijian Zhang, Junhui Hou, Yohanes Yudhi Adikusuma, Wenping Wang, Ying He
NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries. NeurIPS (2023)
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)
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) (2023)
Jinrui Xing, Hui Yuan, Raouf Hamzaoui, Hao Liu, Junhui Hou
GQE-Net: A Graph-based Quality Enhancement Network for Point Cloud Color Attribute. CoRR (2023)
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 (2023)
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) (2023)
Ziqi Zhou, Shengshan Hu, Ruizhi Zhao, Qian Wang, Leo Yu Zhang, Junhui Hou, Hai Jin
Downstream-agnostic Adversarial Examples. ICCV (2023)
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 (2023)
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 (2023)
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) (2023)
Chen Chen, Hui Yuan, Hao Liu, Junhui Hou, Raouf Hamzaoui
CAS-Net: Cascade Attention-Based Sampling Neural Network for Point Cloud Simplification. ICME (2023)
Yifan Zhang, Qijian Zhang, Junhui Hou, Yixuan Yuan, Guoliang Xing
Bidirectional Propagation for Cross-Modal 3D Object Detection. CoRR (2023)
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 (2023)
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 (2023)
Meng You, Junhui Hou
Decoupling Dynamic Monocular Videos for Dynamic View Synthesis. CoRR (2023)
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) (2023)
Zhiyu Zhu, Junhui Hou, Dapeng Oliver Wu
Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers. CoRR (2023)
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) (2023)
Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Hui Yuan
Global Structure-Aware Diffusion Process for Low-light Image Enhancement. NeurIPS (2023)
Siyu Ren, Junhui Hou, Xiaodong Chen, Ying He, Wenping Wang
GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation. ICCV (2023)
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)
Xianqiang Lyu, Junhui Hou
Enhancing Low-light Light Field Images with A Deep Compensation Unfolding Network. CoRR (2023)
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) (2023)
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) (2023)
Ziqi Zhou, Shengshan Hu, Ruizhi Zhao, Qian Wang, Leo Yu Zhang, Junhui Hou, Hai Jin
Downstream-agnostic Adversarial Examples. CoRR (2023)
Yifan Zhang, Zhiyu Zhu, Junhui Hou
Spatial-Temporal Enhanced Transformer Towards Multi-Frame 3D Object Detection. CoRR (2023)
Yifan Zhang, Qijian Zhang, Junhui Hou, Yixuan Yuan, Guoliang Xing
Unleash the Potential of Image Branch for Cross-modal 3D Object Detection. NeurIPS (2023)
Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Hui Yuan
Global Structure-Aware Diffusion Process for Low-Light Image Enhancement. CoRR (2023)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
EGRC-Net: Embedding-Induced Graph Refinement Clustering Network. IEEE Trans. Image Process. 32 (2023)
Xianqiang Lyu, Junhui Hou
Probabilistic-based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising. CoRR (2023)
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) (2023)
Huanqiang Zeng, Jiuwen Cao, Yimin Yang, Junhui Hou
Guest Editorial: machine learning for visual information processing & understanding. J. Ambient Intell. Humaniz. Comput. 14 (11) (2023)
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) (2022)
Yingzhi Tang, Yue Qian, Qijian Zhang, Yiming Zeng, Junhui Hou, Xuefei Zhe
WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation. CoRR (2022)
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 (2022)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang
Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery. IEEE Trans. Cybern. 52 (8) (2022)
Lintai Wu, Qijian Zhang, Junhui Hou, Yong Xu
Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion. CoRR (2022)
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)
Yifan Zhang, Junhui Hou, Yixuan Yuan
A Comprehensive Study and Comparison of the Robustness of 3D Object Detectors Against Adversarial Attacks. CoRR (2022)
Qijian Zhang, Junhui Hou, Yue Qian
Multi-View Vision-to-Geometry Knowledge Transfer for 3D Point Cloud Shape Analysis. CoRR (2022)
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 (2022)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang
Self-Supervised Symmetric Nonnegative Matrix Factorization. IEEE Trans. Circuits Syst. Video Technol. 32 (7) (2022)
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 (2022)
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 (2022)
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 (2022)
Qijian Zhang, Junhui Hou, Yue Qian, Yiming Zeng, Juyong Zhang, Ying He
Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis. CoRR (2022)
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) (2022)
Zhihao Peng, Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang
Maximum Entropy Subspace Clustering Network. IEEE Trans. Circuits Syst. Video Technol. 32 (4) (2022)
Hao Liu, Hui Yuan, Junhui Hou, Raouf Hamzaoui, Wei Gao
PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling. CoRR (2022)
Zhiyu Zhu, Junhui Hou, Xianqiang Lyu
Learning Graph-embedded Key-event Back-tracing for Object Tracking in Event Clouds. NeurIPS (2022)
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)
Yifan Zhang, Qijian Zhang, Zhiyu Zhu, Junhui Hou, Yixuan Yuan
GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation. CoRR (2022)
Qijian Zhang, Junhui Hou
Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image Translation. CoRR (2022)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
Adaptive Attribute and Structure Subspace Clustering Network. IEEE Trans. Image Process. 31 (2022)
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)
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) (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Junhui Hou