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Matthias Zwicker

  1. Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces
    2020/11/26 by Baorui Ma, Ma, Baorui, Zhizhong Han +5 · 21 citations
    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
  2. Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network
    2018/11/06 by Xinhai Liu, Liu, Xinhai, Zhizhong Han +5 · 12 citations
    Engineering · Computer Science · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction #3D Surveying and Cultural Heritage
  3. Speedy-Splat: Fast 3D Gaussian Splatting with Sparse Pixels and Sparse Primitives
    2024/11/30 by Alex Hanson, Hanson, Alex, Allen Tu +9 · 23 citations
    Engineering · #Advanced Optical Imaging Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Industrial Vision Systems and Defect Detection #Surface Roughness and Optical Measurements
  4. PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting
    2024/06/14 by Alex Hanson, Allen Tu, Hanson, Alex +9 · 16 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Manufacturing Process and Optimization
  5. Deep Mean-Shift Priors for Image Restoration
    2017/09/12 by Siavash Bigdeli, Meiguang Jin, Bigdeli, Siavash Arjomand +5 · 9 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG)
  6. SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization
    2019/12/15 by Yue Jiang, Dantong Ji, Jiang, Yue +5 · 5 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 #Graphics (cs.GR) #Machine Learning (cs.LG)
  7. Image Restoration using Autoencoding Priors
    2017/03/29 by Siavash Bigdeli, Matthias Zwicker, Bigdeli, Siavash Arjomand +1 · 4 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image and Signal Denoising Methods #Photoacoustic and Ultrasonic Imaging
  8. Y2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences
    2018/11/07 by Zhizhong Han, Mingyang Shang, Han, Zhizhong +7 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  9. HVTR: Hybrid Volumetric-Textural Rendering for Human Avatars
    2021/12/19 by Tao Hu, Changyuan Yu, Hu, Tao +9 · 4 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
  10. ShapeCaptioner: Generative Caption Network for 3D Shapes by Learning a Mapping from Parts Detected in Multiple Views to Sentences
    2019/07/31 by Zhizhong Han, Chao Chen, Han, Zhizhong +5 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  11. OmnimatteRF: Robust Omnimatte with 3D Background Modeling
    2023/09/14 by Geng Lin, Chen Gao, Lin, Geng +11 · 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
  12. Surface Reconstruction from Point Clouds by Learning Predictive Context Priors
    2022/04/23 by Baorui Ma, Ma, Baorui, Yu-Shen Liu +5 · 4 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
  13. Render4Completion: Synthesizing Multi-View Depth Maps for 3D Shape\n Completion
    2019/04/17 by Tao Hu, Hu, Tao, Zhizhong Han +5 · 2 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
  14. PAniC-3D: Stylized Single-view 3D Reconstruction from Portraits of Anime Characters
    2023/03/25 by Shuhong Chen, Chen, Shuhong, Kevin Zhang +17 · 2 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. FaceShop: Deep Sketch-based Face Image Editing
    2018/04/24 by Tiziano Portenier, Qiyang Hu, Portenier, Tiziano +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Visual Attention and Saliency Detection
  16. View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions
    2018/11/07 by Zhizhong Han, Mingyang Shang, Han, Zhizhong +5 · 1 citation
    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
  17. Learning Generative Models using Denoising Density Estimators
    2020/01/08 by Siavash Bigdeli, Geng Lin, Bigdeli, Siavash A. +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Neural Networks and Applications
  18. GaNI: Global and Near Field Illumination Aware Neural Inverse Rendering
    2024/03/22 by Jiaye Wu, Wu, Jiaye, Saeed Hadadan +9 · 2 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Optical measurement and interference techniques
  19. Differentiable Neural Radiosity
    2022/01/31 by Saeed Hadadan, Hadadan, Saeed, Matthias Zwicker +1 · 1 citation
    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 #Graphics (cs.GR)
  20. EgoRenderer: Rendering Human Avatars from Egocentric Camera Images
    2021/11/24 by Tao Hu, Hu, Tao, Kripasindhu Sarkar +7 · 1 citation
    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
  21. TPD: Temporal Prior Decoupling for Text-to-Video Diffusion Models
    2026/07/29 by Taewon Kang, Matthias Zwicker
    Computer Science · #cs.CV