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Junhui Hou

  1. Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
    2020/06/01 by Chunle Guo, Chongyi Li, Jichang Guo +4 · 42 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Image Enhancement Techniques
  2. Global Structure-Aware Diffusion Process for Low-Light Image Enhancement
    2023/10/26 by Jinhui Hou, Zhiyu Zhu, Hou, Jinhui +9 · 19 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques
  3. MoDGS: Dynamic Gaussian Splatting from Casually-captured Monocular Videos with Depth Priors
    2024/06/01 by Qingming Liu, Liu, Qingming, Yuan Liu +11 · 23 citations
    Engineering · Computer Science · #Advanced Optical Imaging Technologies #Infrared Target Detection Methodologies #Video Surveillance and Tracking Methods
  4. NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer
    2024/05/24 by You Meng, You, Meng, Zhiyu Zhu +5 · 20 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Coding and Compression Technologies
  5. PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling
    2020/02/24 by Yue Qian, Junhui Hou, Qian, Yue +5 · 6 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Advanced Vision and Imaging
  6. Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework
    2018/03/28 by Jie Chen, Chen, Jie, Cheen‐Hau Tan +7 · 5 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  7. PQA-Net: Deep No Reference Point Cloud Quality Assessment via Multi-View Projection
    2021/07/26 by Qi Liu, Hui Yuan, Honglei Su +4 · 7 citations
    Environmental Science · Engineering · Earth and Planetary Sciences · #Remote Sensing and LiDAR Applications #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage
  8. A Comprehensive Study and Comparison of Core Technologies for MPEG 3D Point Cloud Compression
    2019/12/20 by Hao Liu, Liu, Hao, Hui Yuan +7 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  9. Light Field Spatial Super-resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization
    2020/04/05 by Jing Jin, Junhui Hou, Jin, Jing +5 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  10. PU-Flow: a Point Cloud Upsampling Network with Normalizing Flows
    2021/07/13 by Aihua Mao, Mao, Aihua, Zihui Du +9 · 3 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Deep Magnification-Flexible Upsampling over 3D Point Clouds
    2020/11/25 by Yue Qian, Junhui Hou, Qian, Yue +5 · 3 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation
    2022/07/06 by Yifan Zhang, Qijian Zhang, Zhang, Yifan +7 · 4 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  13. Flatten Anything: Unsupervised Neural Surface Parameterization
    2024/05/23 by Qijian Zhang, Zhang, Qijian, Junhui Hou +5 · 5 citations
    Computer Science · #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Neural Networks and Applications
  14. Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers
    2023/07/09 by Zhiyu Zhu, Junhui Hou, Zhu, Zhiyu +3 · 3 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical Imaging and Spectroscopy Techniques #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
  15. Spatial-Temporal Graph Enhanced DETR Towards Multi-Frame 3D Object Detection
    2023/07/01 by Yifan Zhang, Zhang, Yifan, Zhiyu Zhu +4 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Visual Attention and Saliency Detection
  16. IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment
    2022/03/22 by Yiming Zeng, Yue Qian, Zeng, Yiming +9 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques
  17. Human as Points: Explicit Point-based 3D Human Reconstruction from Single-view RGB Images
    2023/11/06 by Yingzhi Tang, Tang, Yingzhi, Qijian Zhang +5 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  18. DynoSurf: Neural Deformation-based Temporally Consistent Dynamic Surface Reconstruction
    2024/03/18 by Yuxin Yao, Yao, Yuxin, Siyu Ren +9 · 3 citations
    Engineering · Computer Science · #Advanced Numerical Analysis Techniques #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
  19. RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering
    2024/04/17 by Xianqiang Lyu, Hui Liu, Lyu, Xianqiang +3 · 3 citations
    Computer Science · Environmental Science · #Computer Graphics and Visualization Techniques #Image Processing and 3D Reconstruction #Remote Sensing and LiDAR Applications
  20. Dynamic 3D Point Cloud Sequences as 2D Videos
    2024/03/02 by Yiming Zeng, Zeng, Yiming, Junhui Hou +7 · 3 citations
    Engineering · Environmental Science · Computer Science · #3D Shape Modeling and Analysis #Remote Sensing and LiDAR Applications #Computer Graphics and Visualization Techniques
  21. Deep Attention-guided Graph Clustering with Dual Self-supervision
    2021/11/10 by Zhihao Peng, Peng, Zhihao, Hui Liu +5 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Recommender Systems and Techniques
  22. Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation
    2020/04/30 by Yuheng Jia, Hui Liu, Jia, Yuheng +7 · 1 citation
    Computer Science · Engineering · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Sparse and Compressive Sensing Techniques
  23. Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB Images
    2021/08/12 by Zhiyu Zhu, Hui Liu, Zhu, Zhiyu +7 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  24. A Lightweight UDF Learning Framework for 3D Reconstruction Based on Local Shape Functions
    2024/07/01 by Jiangbei Hu, Hu, Jiangbei, Yanggeng Li +13 · 2 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Image Processing and 3D Reconstruction
  25. E-Motion: Future Motion Simulation via Event Sequence Diffusion
    2024/10/11 by Song Wu, Wu, Song, Zhiyu Zhu +7 · 2 citations
    Engineering · #Human Motion and Animation #Robotics and Automated Systems
  26. Light Field Reconstruction via Deep Adaptive Fusion of Hybrid Lenses
    2021/02/14 by Jing Jin, Jin, Jing, Junhui Hou +6 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  27. Irregular Tensor Low-Rank Representation for Hyperspectral Image Representation
    2024/10/24 by Bo Han, Yuheng Jia, Han, Bo +5 · 2 citations
    Computer Science · Engineering · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Sparse and Compressive Sensing Techniques
  28. Light Field Depth Estimation via Stitched Epipolar Plane Images
    2022/03/29 by Ping Zhou, Zhou, Ping, Shi, Langqing +8 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.5 #Image Enhancement Techniques #Optical measurement and interference techniques
  29. PointMCD: Boosting Deep Point Cloud Encoders via Multi-view Cross-modal Distillation for 3D Shape Recognition
    2022/07/07 by Qijian Zhang, Junhui Hou, Zhang, Qijian +3 · 1 citation
    Engineering · Earth and Planetary Sciences · Computer Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Optical measurement and interference techniques
  30. Enhancing Low-light Light Field Images with A Deep Compensation Unfolding Network
    2023/08/10 by Xianqiang Lyu, Junhui Hou, Lyu, Xianqiang +1 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  31. Segment Any Events via Weighted Adaptation of Pivotal Tokens
    2023/12/24 by Zhiwen Chen, Zhiyu Zhu, Chen, Zhiwen +9 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  32. Content-aware Warping for View Synthesis
    2022/01/22 by Mantang Guo, Junhui Hou, Guo, Mantang +9 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  33. Cross-BERT for Point Cloud Pretraining
    2023/12/08 by Xin Li, Peng Li, Li, Xin +17 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques
  34. ParaPoint: Learning Global Free-Boundary Surface Parameterization of 3D Point Clouds
    2024/03/15 by Qijian Zhang, Junhui Hou, Zhang, Qijian +3 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. RigGS: Rigging of 3D Gaussians for Modeling Articulated Objects in Videos
    2025/03/21 by Yuxin Yao, Yao, Yuxin, Zhi Deng +3 · 2 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
  36. Modeling State Shifting via Local-Global Distillation for Event-Frame Gaze Tracking
    2024/03/31 by Jiading Li, Zhiyu Zhu, Li, Jiading +7 · 1 citation
    Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Functional Brain Connectivity Studies
  37. DDM: A Metric for Comparing 3D Shapes Using Directional Distance Fields
    2024/01/18 by Siyu Ren, Ren, Siyu, Junhui Hou +7 · 1 citation
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Robotics and Sensor-Based Localization
  38. NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries
    2023/06/01 by Qijian Zhang, Junhui Hou, Zhang, Qijian +7 · 1 citation
    Engineering · Computer Science · #Advanced Numerical Analysis Techniques #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
  39. VOVTrack: Exploring the Potentiality in Videos for Open-Vocabulary Object Tracking
    2024/10/11 by Zekun Qian, Ruize Han, Qian, Zekun +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech and dialogue systems
  40. Mixed Blessing: Class-Wise Embedding guided Instance-Dependent Partial Label Learning
    2024/12/06 by Fuchao Yang, Yang, Fuchao, Jianhong Cheng +9 · 1 citation
    Computer Science · #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
  41. Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration
    2024/10/07 by Zhiyu Zhu, Zhu, Zhiyu, Jinhui Hou +7 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
  42. SPARE-GS: Structural Parsimony and Resource Efficiency for 3D Gaussian Splatting
    2026/07/18 by Zhang Chen, Shuai Wan, Fuzheng Yang +3
    #cs.CV