Carsten Rother

Q: What Schools Are Affiliated With Carsten Rother

Carsten Rother is affiliated with the following schools: Heidelberg University, TU Dresden

Carsten Rother's AcademicInfluence.com Rankings

Carsten Rother

Computer Science

#5606

World Rank

#5922

Historical Rank

Database

#2751

World Rank

#2875

Historical Rank

computer-science Degrees

Download Badge

Computer Science

Carsten Rother's Degrees

PhD Computer Science University of Bonn

Similar Degrees You Can Earn

Best Online PhD of Computer Science (Doctorates) 2026

Why Is Carsten Rother Influential?

(Suggest an Edit or Addition)

(See a Problem?)

Carsten Rother's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

"GrabCut": interactive foreground extraction using iterated graph cuts (2004) (6184)
TextonBoost: Joint Appearance, Shape and Context Modeling for Multi-class Object Recognition and Segmentation (2006) (1381)
TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context (2007) (1126)
Fast cost-volume filtering for visual correspondence and beyond (2011) (1082)
A Comparative Study of Energy Minimization Methods for Markov Random Fields with Smoothness-Based Priors (2008) (1058)
Panoptic Segmentation (2018) (774)
Interactive Image Segmentation Using an Adaptive GMMRF Model (2004) (643)
Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs (2006) (594)
PatchMatch Stereo - Stereo Matching with Slanted Support Windows (2011) (591)
Learning 6D Object Pose Estimation Using 3D Object Coordinates (2014) (583)
Optimizing Binary MRFs via Extended Roof Duality (2007) (503)
A Comparative Study of Energy Minimization Methods for Markov Random Fields (2006) (488)
Graph cut based image segmentation with connectivity priors (2008) (439)
DSAC — Differentiable RANSAC for Camera Localization (2016) (432)
Minimizing Nonsubmodular Functions with Graph Cuts-A Review (2007) (425)
Feature Correspondence Via Graph Matching: Models and Global Optimization (2008) (424)
Uncertainty-Driven 6D Pose Estimation of Objects and Scenes from a Single RGB Image (2016) (416)
Image segmentation with a bounding box prior (2009) (406)
Geodesic star convexity for interactive image segmentation (2010) (390)
Bayesian color constancy revisited (2008) (386)
Do life-logging technologies support memory for the past?: an experimental study using sensecam (2007) (357)
A perceptually motivated online benchmark for image matting (2009) (349)
Object cosegmentation (2011) (315)
Understanding photowork (2006) (313)
Analyzing Inverse Problems with Invertible Neural Networks (2018) (309)
Photo clip art (2007) (306)
Augmented Reality Meets Computer Vision: Efficient Data Generation for Urban Driving Scenes (2017) (298)
A New Approach for Vanishing Point Detection in Architectural Environments (2000) (294)
A global sampling method for alpha matting (2011) (291)
Learning Less is More - 6D Camera Localization via 3D Surface Regression (2017) (285)
BOP: Benchmark for 6D Object Pose Estimation (2018) (282)
Markov Random Fields for Vision and Image Processing (2011) (274)
Fusion Moves for Markov Random Field Optimization (2010) (248)
Bi-layer segmentation of binocular stereo video (2005) (234)
InstanceCut: From Edges to Instances with MultiCut (2016) (220)
A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems (2013) (218)
PMBP: PatchMatch Belief Propagation for Correspondence Field Estimation (2014) (216)
Weakly supervised discriminative localization and classification: a joint learning process (2009) (202)
Minimizing sparse higher order energy functions of discrete variables (2009) (199)
Geodesic image and video editing (2010) (190)
Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance (2011) (184)
Object stereo — Joint stereo matching and object segmentation (2011) (183)
FusionFlow: Discrete-continuous optimization for optical flow estimation (2008) (182)
A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems (2014) (179)
Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images (2015) (173)
Cosegmentation Revisited: Models and Optimization (2010) (171)
Guided Image Generation with Conditional Invertible Neural Networks (2019) (170)
Neural-Guided RANSAC: Learning Where to Sample Model Hypotheses (2019) (160)
3D LayoutCRF for Multi-View Object Class Recognition and Segmentation (2007) (160)
Surface stereo with soft segmentation (2010) (153)
Applications of parametric maxflow in computer vision (2007) (152)
A new approach to vanishing point detection in architectural environments (2002) (148)
Loss-Specific Training of Non-Parametric Image Restoration Models: A New State of the Art (2012) (139)
BOP Challenge 2020 on 6D Object Localization (2020) (136)
Detecting unexpected obstacles for self-driving cars: Fusing deep learning and geometric modeling (2016) (136)
Digital tapestry [automatic image synthesis] (2005) (132)
Decision tree fields (2011) (128)
Joint optimization of segmentation and appearance models (2009) (121)
LogCut - Efficient Graph Cut Optimization for Markov Random Fields (2007) (119)
Bounding Boxes, Segmentations and Object Coordinates: How Important is Recognition for 3D Scene Flow Estimation in Autonomous Driving Scenarios? (2017) (118)
Efficient Dense Stereo with Occlusions for New View-Synthesis by Four-State Dynamic Programming (2006) (117)
Global Hypothesis Generation for 6D Object Pose Estimation (2016) (117)
Improving Color Modeling for Alpha Matting (2008) (117)
Probabilistic Fusion of Stereo with Color and Contrast for Bi-Layer Segmentation (2006) (115)
Discriminative Non-blind Deblurring (2013) (114)
Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction (2018) (109)
Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications (2016) (105)
Depth Super Resolution by Rigid Body Self-Similarity in 3D (2013) (102)
Lost and Found: detecting small road hazards for self-driving vehicles (2016) (95)
A Dual Decomposition Approach to Feature Correspondence (2013) (95)
Deep Object Co-Segmentation (2018) (89)
Image Segmentation by Branch-and-Mincut (2008) (88)
Unwrap mosaics: a new representation for video editing (2008) (87)
REal-time local stereo matching using guided image filtering (2011) (85)
SphereFlow: 6 DoF Scene Flow from RGB-D Pairs (2014) (85)
Dense Semantic Image Segmentation with Objects and Attributes (2014) (84)
Linear Multi View Reconstruction and Camera Recovery Using a Reference Plane (2002) (84)
Comparison of Energy Minimization Algorithms for Highly Connected Graphs (2006) (84)
Cascades of Regression Tree Fields for Image Restoration (2014) (81)
Scene Carving: Scene Consistent Image Retargeting (2010) (79)
Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN) (2020) (79)
Visual Camera Re-Localization From RGB and RGB-D Images Using DSAC (2020) (79)
Regression Tree Fields — An efficient, non-parametric approach to image labeling problems (2012) (78)
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation (2018) (77)
When Can We Use KinectFusion for Ground Truth Acquisition (2012) (77)
Learning to Push the Limits of Efficient FFT-Based Image Deconvolution (2017) (77)
DenseCut: Densely Connected CRFs for Realtime GrabCut (2015) (74)
Expert Sample Consensus Applied to Camera Re-Localization (2019) (73)
On partial optimality in multi-label MRFs (2008) (71)
High resolution matting via interactive trimap segmentation (2008) (71)
A global perspective on MAP inference for low-level vision (2009) (70)
Random forests versus Neural Networks — What's best for camera localization? (2016) (69)
Analyzing modular CNN architectures for joint depth prediction and semantic segmentation (2017) (64)
Can Virtual Contrast Enhancement in Brain MRI Replace Gadolinium?: A Feasibility Study. (2019) (64)
6-DOF Model Based Tracking via Object Coordinate Regression (2014) (63)
Linear multi view reconstruction and camera recovery (2001) (63)
Artificial-intelligence-driven scanning probe microscopy (2020) (59)
Extracting 3D Scene-Consistent Object Proposals and Depth from Stereo Images (2012) (55)
Benchmarking the Robustness of Semantic Segmentation Models (2019) (55)
iPose: Instance-Aware 6D Pose Estimation of Partly Occluded Objects (2017) (52)
Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task (2019) (51)
Neural Head Avatars from Monocular RGB Videos (2021) (51)
A stereo approach that handles the matting problem via image warping (2009) (49)
TriangleFlow: Optical Flow with Triangulation-Based Higher-Order Likelihoods (2010) (46)
A Study of Lagrangean Decompositions and Dual Ascent Solvers for Graph Matching (2016) (45)
New appearance models for natural image matting (2009) (45)
Stereo Video Deblurring (2016) (43)
Highly Overparameterized Optical Flow Using PatchMatch Belief Propagation (2014) (43)
Transforming Image Completion (2011) (42)
Trust your Model: Light Field Depth Estimation with Inline Occlusion Handling (2018) (41)
A spatially varying PSF-based prior for alpha matting (2010) (41)
Learning discriminative localization from weakly labeled data (2014) (41)
Inferring M-Best Diverse Labelings in a Single One (2015) (39)
Alpha-Flow for Video Matting (2012) (38)
PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning (2016) (38)
Clustering appearance and shape by learning jigsaws (2006) (38)
Pose Estimation of Kinematic Chain Instances via Object Coordinate Regression (2015) (36)
Geometric Image Synthesis (2018) (35)
Self-Supervised Viewpoint Learning From Image Collections (2020) (35)
Multi-View Reconstruction and Camera Recovery using a Real or Virtual Reference Plane (2003) (35)
Linear multiview reconstruction of points, lines, planes and cameras using a reference plane (2003) (35)
Active Graph Matching for Automatic Joint Segmentation and Annotation of C. elegans (2014) (33)
Relating Cascaded Random Forests to Deep Convolutional Neural Networks for Semantic Segmentation (2015) (33)
Optimal Joint Segmentation and Tracking of Escherichia Coli in the Mother Machine (2014) (33)
Interactive Foreground Extraction using graph cut (2011) (30)
Curvature Prior for MRF-Based Segmentation and Shape Inpainting (2011) (30)
Learning an interactive segmentation system (2009) (30)
Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification (2020) (29)
On the Limits of Pseudo Ground Truth in Visual Camera Re-localisation (2021) (29)
Learning 6 D Object Pose Estimation using 3 D Object Coordinates-Supplementary Material - (2014) (28)
CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus (2020) (27)
Can Ground Truth Label Propagation from Video Help Semantic Segmentation? (2016) (27)
Benchmarking Invertible Architectures on Inverse Problems (2021) (27)
Non-parametric Higher-Order Random Fields for Image Segmentation (2014) (27)
Discrete-Continuous Optimization for Optical Flow Estimation (2009) (26)
User-Centric Learning and Evaluation of Interactive Segmentation Systems (2012) (26)
Augmented Reality meets Deep Learning (2017) (25)
Interleaved Regression Tree Field Cascades for Blind Image Deconvolution (2015) (25)
Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks (2019) (24)
Image-Based 3D Modeling via Cheeger Sets (2010) (24)
Projective factorization of planes and cameras in multiple views (2002) (24)
Object Proposals Estimation in Depth Image Using Compact 3D Shape Manifolds (2015) (23)
Benchmarking the Robustness of Semantic Segmentation Models with Respect to Common Corruptions (2020) (22)
Convexity Shape Constraints for Image Segmentation (2015) (21)
Visibility Maps for Improving Seam Carving (2010) (21)
Augmented Reality Meets Computer Vision: Efficient Data Generation for Urban Driving Scenes (2018) (21)
Joint Training of Generic CNN-CRF Models with Stochastic Optimization (2015) (20)
MPLP++: Fast, Parallel Dual Block-Coordinate Ascent for Dense Graphical Models (2018) (19)
Learning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift (2019) (19)
Uncertainty-Driven Forest Predictors for Vertebra Localization and Segmentation (2015) (17)
Efficient Likelihood Learning of a Generic CNN-CRF Model for Semantic Segmentation (2015) (17)
Efficient Dense-Stereo and Novel-view Synthesis for Gaze Manipulation in One-toone Teleconferencing (2003) (17)
Generative Classifiers as a Basis for Trustworthy Image Classification (2020) (16)
M-Best-Diverse Labelings for Submodular Energies and Beyond (2015) (16)
Silhouette-Based Variational Methods for Single View Reconstruction (2010) (16)
Uncertainty Driven Multi-scale Optimization (2010) (15)
Learning Convex QP Relaxations for Structured Prediction (2013) (14)
Branch-and-Mincut: Global Optimization for Image Segmentation with High-Level Priors (2012) (14)
Learning Robust Models Using The Principle of Independent Causal Mechanisms (2020) (14)
Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation (2017) (14)
Mapping Stacked Decision Forests to Deep and Sparse Convolutional Neural Networks for Semantic Segmentation (2015) (14)
Computer Vision - ECCV 2014 Workshops (2014) (14)
GraphFlow - 6D Large Displacement Scene Flow via Graph Matching (2015) (14)
Higher-Order Models in Computer Vision (2012) (14)
Conditional Invertible Neural Networks for Diverse Image-to-Image Translation (2021) (13)
Performance Evaluation of LiDAR Point Clouds towards Automated FOD Detection on Airport Aprons (2015) (13)
Putting MAP Back on the Map (2011) (13)
Multi View reconstruction and Camera Recovery (2001) (13)
3D-aware image editing for out of bounds photography (2009) (12)
LP-relaxation of Binarized Energy Minimization ( Version 1 . 50 ) (2008) (12)
Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers (2020) (12)
Mapping Auto-context Decision Forests to Deep ConvNets for Semantic Segmentation (2015) (12)
Crowd sourcing image segmentation with iaSTAPLE (2017) (11)
Linear Multi View Reconstruction with Missing Data (2002) (11)
Taxonomy of Dual Block-Coordinate Ascent Methods for Discrete Energy Minimization (2020) (11)
Higher Order Priors for Joint Intrinsic Image, Objects, and Attributes Estimation (2013) (11)
Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization (2016) (11)
Dense-Stereo and Novel-view Synthesis for Gaze Manipulation in One-to-one Teleconferencing (2003) (10)
Computer Vision - ECCV 2014 Workshops (2014) (9)
Computer Vision - ECCV 2014 Workshops (2014) (9)
A Summary of the 4th International Workshop on Recovering 6D Object Pose (2018) (9)
Self-Supervised Object Detection via Generative Image Synthesis (2021) (9)
Smart Ubiquitous Projection: Discovering Surfaces for the Projection of Adaptive Content (2016) (7)
Stellar parameter determination from photometry using invertible neural networks (2020) (6)
Decision Tree Fields: An Efficient Non-parametric Random Field Model for Image Labeling (2013) (6)
Fusion Moves for Graph Matching (2021) (6)
Introducing LiDAR Point Cloud-based Object Classification for Safer Apron Operations (2016) (6)
Uncertainty Driven Multi-scale Energy Minimization (2010) (5)
Localizing Common Objects Using Common Component Activation Map (2019) (5)
Conditional Invertible Neural Networks for Guided Image Generation (2019) (5)
HINT: Hierarchical Invertible Neural Transport for General and Sequential Bayesian inference (2019) (4)
Bayesian Methods in Graphics (2003) (4)
Generative Classifiers as a Basis for Trustworthy Computer Vision (2020) (4)
Reflection Modeling for Passive Stereo (2015) (4)
A Primal-Dual Solver for Large-Scale Tracking-by-Assignment (2020) (4)
Intrinsic Autoencoders for Joint Neural Rendering and Intrinsic Image Decomposition (2020) (4)
Cosegmenting Image Pairs by Matching Global Histograms (2006) (4)
Exact Information Bottleneck with Invertible Neural Networks: Getting the Best of Discriminative and Generative Modeling (2020) (3)
Non-parametric CRFs for Image Labeling (2012) (3)
Computer Vision - ECCV 2014 Workshops: Zurich, Switzerland, September 6-7 and 12, 2014 Proceedings, Part IV (2015) (3)
Towards Multimodal Depth Estimation from Light Fields (2022) (3)
Out of Distribution Detection for Intra-operative Functional Imaging (2019) (3)
The Best of Both Worlds: Learning Geometry-based 6D Object Pose Estimation (2017) (2)
Discovering Digital Tumor Signatures—Using Latent Code Representations to Manipulate and Classify Liver Lesions (2021) (2)
BOP Challenge 2022 on Detection, Segmentation and Pose Estimation of Specific Rigid Objects (2023) (2)
Computer Vision - ECCV 2014 Workshops (2014) (2)
Intrinsic Autoencoders for Joint Deferred Neural Rendering and Intrinsic Image Decomposition (2020) (2)
Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging (2020) (2)
Mind the Gap - A Benchmark for Dense Depth Prediction Beyond Lidar (2020) (2)
Uncertainty handling in intra-operative multispectral imaging with invertible neural networks (2019) (2)
Fusion Moves for (2010) (1)
Semantic-Aware Image Smoothing (2017) (1)
New Appearance Models for Image Matting (2009) (1)
A Comparative Study of Graph Matching Algorithms in Computer Vision (2022) (1)
Representing Ambiguity in Registration Problems with Conditional Invertible Neural Networks (2020) (1)
Spatiotemporal Outdoor Lighting Aggregation on Image Sequences (2021) (1)
iPose : Instance-Aware 6 D Pose Estimation of Partly Occluded Objects Omid (2018) (1)
Exoplanet Characterization using Conditional Invertible Neural Networks (2022) (1)
Graph matching problems for GraphFlow – 6D Large Displacement Scene Flow (2018) (1)
Computer Vision - ECCV 2014 Workshops: Zurich, Switzerland, September 6-7 and 12, 2014, Proceedings, Part II (2015) (1)
Edges free position by means of dynamic programming (2005) (0)
Correction: Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks (2022) (0)
Branch-and-Mincut: Global Optimization for Image Segmentation with High-Level Priors (2012) (0)
Organizing Committee and Area Chairs (2018) (0)
Linear Multi-View Reconstruction for Translating Cameras (2003) (0)
A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems (2015) (0)
Semantic 3-D Labeling of Ear Implants Using a Global Parametric Transition Prior (2015) (0)
Sparse Higher Order Functions of Discrete Variables --- Representation and Optimization (2011) (0)
Implicit Modeling - A Generalization of Discriminative and Generative Approaches (2016) (0)
i 2 i : Three-dimensional Visual Communication (0)
Materials for InstanceCut : from Edges to Instances with MultiCut (2017) (0)
A Summary of the 4th International Workshop on Recovering 6D Object Pose (0)
Advanced Computer Vision(Module 5F16) (2017) (0)
Benchmarking the Robustness of Semantic Segmentation Models with Respect to Common Corruptions (2020) (0)
On the Limits of Pseudo Ground Truth in Visual Camera Re-Localization —Supplementary Material— (2021) (0)
GENERAL INCOMPRESSIBLE-FLOW NETWORKS (GIN) (2019) (0)
User-Centric Learning and Evaluation of Interactive Segmentation Systems (2012) (0)
Higher-order Models in Computer Vision Image Processing and Analysing Graphs: Theory and Practice Higher-order Models in Computer Vision 1.2 Higher-order Random Fields (0)
Finding Competence Regions in Domain Generalization (2023) (0)
Foreground Extraction using graph cut (2011) (0)
Split-Merge Pooling (2020) (0)
Analysing the Localisation of Road Vehicles for Tracking (2000) (0)
Correction: Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks (2023) (0)
Fusion of Stereo, Colour and Contrast (2005) (0)
Neural Head Avatars from Monocular RGB Videos –Supplemental Document– (2022) (0)
PMBP: PatchMatch Belief Propagation for Correspondence Field Estimation (2013) (0)

This paper list is powered by the following services:

What Schools Are Affiliated With Carsten Rother?

Carsten Rother is affiliated with the following schools:

Carsten Rother's Academic­Influence.com Rankings