Hendrik P. A. Lensch
- NeRD: Neural Reflectance Decomposition from Image Collections
2020/12/07 by Mark Boss, Raphael Braun, Boss, Mark +9 · 33 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #cs.CV #cs.GR #cs.LG
- Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition
2021/10/27 by Mark Boss, Varun Jampani, Boss, Mark +9 · 14 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) #cs.CV #cs.GR #cs.LG
- SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections
2022/05/31 by Mark Boss, Andreas Engelhardt, Boss, Mark +13 · 7 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
- DualAD: Disentangling the Dynamic and Static World for End-to-End Driving
2024/06/10 by Simon Doll, Niklas Hanselmann, Doll, Simon +11 · 9 citations
Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds)
2018/03/20 by Fabian Groh, Patrick Wieschollek, Groh, Fabian +3 · 3 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #cs.CV
- Will People Like Your Image? Learning the Aesthetic Space
2016/11/16 by Katharina Schwarz, Patrick Wieschollek, Schwarz, Katharina +3 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- Learning Blind Motion Deblurring
2017/08/14 by Patrick Wieschollek, Michael Hirsch, Wieschollek, Patrick +5 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild
2024/01/18 by Andreas Engelhardt, Amit Raj, Engelhardt, Andreas +19 · 5 citations
Computer Science · Earth and Planetary Sciences · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #3D Surveying and Cultural Heritage
- Infrared Colorization Using Deep Convolutional Neural Networks
2016/04/08 by Matthias Limmer, Hendrik P. A. Lensch, Limmer, Matthias +1 · 1 citation
Computer Science · #68T45 (Secondary) #82C32 (Primary) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #H.5.1 #I.4.8 #I.5.1 #acm:68T45 #acm:82C32 #cs.CV #cs.GR #msc:68T45 #msc:82C32
- Backpropagation Training for Fisher Vectors within Neural Networks
2017/02/08 by Patrick Wieschollek, Fabian Groh, Wieschollek, Patrick +3 · 1 citation
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #cs.CV
- RISE-SDF: a Relightable Information-Shared Signed Distance Field for Glossy Object Inverse Rendering
2024/09/30 by Deheng Zhang, Zhang, Deheng, Jingyu Wang +11 · 2 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Retrieval and Classification Techniques #Robotics and Sensor-Based Localization
- Iterative Cluster Harvesting for Wafer Map Defect Patterns
2024/04/23 by Alina Pleli, Simon Baeuerle, Pleli, Alina +9 · 2 citations
Computer Science · Engineering · #Advancements in Photolithography Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Image Processing Techniques #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
- Disentangling representations of retinal images with generative models
2024/02/29 by Sarah Müller, Lisa M. Koch, Müller, Sarah +5 · 1 citation
Computer Science · #Computability, Logic, AI Algorithms #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Evaluating Self-Supervised Learning in Medical Imaging: A Benchmark for Robustness, Generalizability, and Multi-Domain Impact
2024/12/26 by Valay Bundele, Karahan Sarıtaş, Bundele, Valay +11 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
- A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction
2019/12/23 by Matthias Karlbauer, Sebastian Otte, Karlbauer, Matthias +9 · 1 citation
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques #cs.LG #cs.NE