Konrad Schindler

1. Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer
   2019/07/02 by René Ranftl, Katrin Lasinger, Ranftl, René +7 · 188 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
2. Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-Shot Cross-Dataset Transfer
   2020/08/28 by Rene Ranftl, Katrin Lasinger, David Hafner +2 · 188 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Image Processing Techniques and Applications #Optical measurement and interference techniques
3. MOT16: A Benchmark for Multi-Object Tracking
   2016/03/02 by Anton Milan, Milan, Anton, Laura Leal-Taixé +7 · 153 citations
   Computer Science · Environmental Science · #Video Surveillance and Tracking Methods #Impact of Light on Environment and Health #Visual Attention and Saliency Detection
4. Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
   2023/12/04 by Bingxin Ke, Anton Obukhov, Ke, Bingxin +9 · 96 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
5. PREDATOR: Registration of 3D Point Clouds with Low Overlap
   2020/11/25 by Shengyu Huang, Huang, Shengyu, Žan Gojčič +7 · 40 citations
   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 #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Robotics and Sensor-Based Localization #electronic engineering #information engineering
6. MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking
   2015/04/08 by Laura Leal-Taixé, Anton Milan, Leal-Taixé, Laura +7 · 40 citations
   Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
7. I-Design: Personalized LLM Interior Designer
   2024/04/03 by Ata Çelen, Han Guo, Çelen, Ata +11 · 32 citations
   Arts and Humanities · #Architecture, Design, and Social History
8. Neural LiDAR Fields for Novel View Synthesis
   2023/05/02 by Shengyu Huang, Žan Gojčič, Huang, Shengyu +13 · 15 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
9. LoopSplat: Loop Closure by Registering 3D Gaussian Splats
   2024/08/19 by Liyuan Zhu, Yue Li, Zhu, Liyuan +9 · 24 citations
   Engineering · Computer Science · #Robotics and Sensor-Based Localization #Computer Graphics and Visualization Techniques
10. Connecting the Dots: Floorplan Reconstruction Using Two-Level Queries
    2022/11/28 by Yuanwen Yue, Theodora Kontogianni, Yue, Yuanwen +5 · 12 citations
    Computer Science · Environmental Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
11. BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information
    2022/03/29 by Nadine Rueegg, Silvia Zuffi, Rueegg, Nadine +5 · 9 citations
    Biochemistry, Genetics and Molecular Biology · Environmental Science · Veterinary · #Animal Behavior and Welfare Studies #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Animal Interaction Studies #I.2 #I.4 #Machine Learning (cs.LG) #Wildlife Ecology and Conservation
12. Guided Depth Super-Resolution by Deep Anisotropic Diffusion
    2022/11/21 by Nando Metzger, Metzger, Nando, Rodrigo Caye Daudt +3 · 10 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
13. Visual Camera Re-Localization Using Graph Neural Networks and Relative\n Pose Supervision
    2021/04/06 by Mehmet Özgür Türkoglu, Eric Brachmann, Turkoglu, Mehmet Ozgur +7 · 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 #Robotics and Sensor-Based Localization
14. Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis
    2025/05/14 by Bingxin Ke, Kevin Qu, Ke, Bingxin +13 · 27 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Medical Image Segmentation Techniques #Image and Signal Denoising Methods #Cell Image Analysis Techniques
15. DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control
    2023/12/05 by Lukas Hoyer, Jia, Yuru, Hoyer, Lukas +10 · 10 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
16. Dynamic 3D Scene Analysis by Point Cloud Accumulation
    2022/07/25 by Shengyu Huang, Žan Gojčič, Huang, Shengyu +7 · 7 citations
    Computer Science · Engineering · Environmental Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics and Sensor-Based Localization
17. Dynamic LiDAR Re-simulation using Compositional Neural Fields
    2023/12/08 by Hanfeng Wu, Wu, Hanfeng, Xingxing Zuo +9 · 10 citations
    Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Model Reduction and Neural Networks
18. Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds
    2023/12/07 by Yujia Liu, Anton Obukhov, Liu, Yujia +5 · 8 citations
    Engineering · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Manufacturing Process and Optimization
19. Crop mapping from image time series: deep learning with multi-scale\n label hierarchies
    2021/02/17 by Mehmet Özgür Türkoglu, Stefano D’Aronco, Turkoglu, Mehmet Ozgur +11 · 5 citations
    Agricultural and Biological Sciences · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Food Supply Chain Traceability #Remote Sensing in Agriculture #Smart Agriculture and AI
20. Video Depth without Video Models
    2024/11/28 by Bingxin Ke, Ke, Bingxin, Dominik Narnhofer +13 · 13 citations
    Computer Science · Engineering · #3D Modeling in Geospatial Applications #Computational Geometry and Mesh Generation #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
21. Reconstruction of 3D flight trajectories from ad-hoc camera networks
    2020/03/10 by Jingtong Li, Li, Jingtong, Jesse Murray +7 · 3 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
22. CubeDiff: Repurposing Diffusion-Based Image Models for Panorama Generation
    2025/01/28 by Nikolai Kalischek, Kalischek, Nikolai, Michael Oechsle +9 · 13 citations
    Engineering · Environmental Science · #3D Modeling in Geospatial Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications #Satellite Image Processing and Photogrammetry
23. In the light of feature distributions: moment matching for Neural Style\n Transfer
    2021/03/12 by Nikolai Kalischek, Kalischek, Nikolai, Jan Dirk Wegner +3 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
24. AGBD: A Global-scale Biomass Dataset
    2024/06/07 by Ghjulia Sialelli, Torben Peters, Sialelli, Ghjulia +6 · 1 voice · 4 citations
    Engineering · Biochemistry, Genetics and Molecular Biology · #Biofuel production and bioconversion #Microbial Metabolic Engineering and Bioproduction #Bioinformatics and Genomic Networks
25. FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation
    2022/05/31 by Mehmet Özgür Türkoglu, Alexander Becker, Turkoglu, Mehmet Ozgur +15 · 3 citations
    Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science
26. Nothing Stands Still: A Spatiotemporal Benchmark on 3D Point Cloud Registration Under Large Geometric and Temporal Change
    2023/11/15 by Tao Sun, Hao Yan, Sun, Tao +11 · 4 citations
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications #Robotics (cs.RO) #Robotics and Sensor-Based Localization
27. Solving Inverse Problems with FLAIR
    2025/06/03 by Julius Erbach, Erbach, Julius, Dominik Narnhofer +8 · 8 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Industrial Vision Systems and Defect Detection #Optical Systems and Laser Technology #electronic engineering #information engineering
28. AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation
    2023/06/01 by Yuanwen Yue, Sabarinath Mahadevan, Yue, Yuanwen +11 · 2 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
29. Thera: Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields
    2023/11/29 by Alexander Becker, Rodrigo Caye Daudt, Becker, Alexander +9 · 3 citations
    Engineering · #Advanced Optical Imaging Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
30. Chained Representation Cycling: Learning to Estimate 3D Human Pose and\n Shape by Cycling Between Representations
    2020/01/06 by Nadine Rueegg, Christoph Lassner, Rueegg, Nadine +5 · 1 citation
    Computer Science · #Human Pose and Action Recognition #Advanced Vision and Imaging #Video Surveillance and Tracking Methods
31. Walk2Map: Extracting Floor Plans from Indoor Walk Trajectories
    2021/01/01 by Claudio Mura, Mura, Claudio, Renato Pajarola +5 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
32. PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds
    2021/03/04 by Yujia Liu, Stefano D’Aronco, Liu, Yujia +5 · 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 #Image Processing and 3D Reconstruction
33. Tracking the Trackers: An Analysis of the State of the Art in Multiple\n Object Tracking
    2017/04/10 by Laura Leal-Taixé, Anton Milan, Leal-Taixé, Laura +9 · 2 citations
    Computer Science · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Impact of Light on Environment and Health #Mobile Crowdsensing and Crowdsourcing #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
34. CVPR19 Tracking and Detection Challenge: How crowded can it get?
    2019/06/10 by Patrick Dendorfer, Hamid Rezatofighi, Dendorfer, Patrick +15 · 2 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
35. High carbon stock mapping at large scale with optical satellite imagery and spaceborne LIDAR
    2021/07/15 by Nico Lang, Konrad Schindler, Lang, Nico +3 · 1 citation
    Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #Conservation, Biodiversity, and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Oil Palm Production and Sustainability #Remote Sensing and LiDAR Applications
36. T4DT: Tensorizing Time for Learning Temporal 3D Visual Data
    2022/08/02 by Mikhail Usvyatsov, Rafael Ballester-Rippoll, Usvyatsov, Mikhail +9 · 1 citation
    Computer Science · Mathematics · Medicine · #Advanced Neural Network Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Tensor decomposition and applications
37. TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape Generation
    2022/11/23 by Nikolai Kalischek, Torben Peters, Kalischek, Nikolai +5 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
38. Uncertainty Voting Ensemble for Imbalanced Deep Regression
    2023/05/24 by Yuchang Jiang, Jiang, Yuchang, Vivien Sainte Fare Garnot +5 · 1 citation
    Computer Science · #Imbalanced Data Classification Techniques #Machine Learning and Data Classification #Machine Learning in Healthcare
39. LitePT: Lighter Yet Stronger Point Transformer
    2025/12/15 by Yuanwen Yue, Yue, Yuanwen, Damien Robert +11 · 1 voice · 2 citations
    Computer Science · Engineering · Materials Science · #3D Shape Modeling and Analysis #Gaussian Processes and Bayesian Inference #Machine Learning in Materials Science #cs.CV
40. Deep Active Learning in Remote Sensing for data efficient Change Detection
    2020/08/25 by Vít Růžička, Stefano D’Aronco, Růžička, Vít +5 · 1 citation
    Computer Science · Engineering · #Machine Learning and Algorithms #Remote-Sensing Image Classification #Fault Detection and Control Systems
41. A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking
    2025/05/26 by Zixiang Zhao, Zhao, Zixiang, Haowen Bai +13 · 2 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
42. From Machine Learning to Large-Scale EO Products: Best Practices for Making Maps
    2026/07/28 by Ghjulia Sialelli, Robin Young, Yuchang Jiang +9
    Computer Science · #cs.LG
43. Fast Fourier Convolutional GAN for 30 m Clear-Sky Land Surface Temperature Gap-Free Reconstruction
    2026/07/22 by Marwa Alfouly, Smajil Halilovic, Nils Bochow +3
    #cs.CV #eess.IV #physics.geo-ph