Christopher Zach

Orcid: 0000-0003-2840-6187

According to our database1, Christopher Zach authored at least 132 papers between 2001 and 2024.

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Bibliography

2024
When IC meets text: Towards a rich annotated integrated circuit text dataset.
Pattern Recognit., March, 2024

Two Tales of Single-Phase Contrastive Hebbian Learning.
CoRR, 2024

2023
Cycle-object consistency for image-to-image domain adaptation.
Pattern Recognit., June, 2023

Decentralized Training of 3D Lane Detection with Automatic Labeling Using HD Maps.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Exploiting Redundancy for Large Scale Bundle Adjustment: In Partial Defense of Minimization by Alternation.
Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

Fully Variational Noise-Contrastive Estimation.
Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

Deep Nearest Neighbors for Anomaly Detection in Chest X-Rays.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons.
Proceedings of the International Conference on Machine Learning, 2023

Rethinking Long-Tailed Visual Recognition with Dynamic Probability Smoothing and Frequency Weighted Focusing.
Proceedings of the IEEE International Conference on Image Processing, 2023

GEN: Pushing the Limits of Softmax-Based Out-of-Distribution Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Effortless Training of Joint Energy-Based Models with Sliced Score Matching.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Energy-based Models for Deep Probabilistic Regression.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Extremely Low-Light Image Enhancement with Scene Text Restoration.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

CyEDA: Cycle-Object Edge Consistency Domain Adaptation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

AdaSTE: An Adaptive Straight-Through Estimator to Train Binary Neural Networks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Bilevel Programming and Deep Learning: A Unifying View on Inference Learning Methods.
CoRR, 2021

Escaping Poor Local Minima in Large Scale Robust Estimation.
CoRR, 2021

BabelCalib: A Universal Approach to Calibrating Central Cameras.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Robust Fitting with Truncated Least Squares: A Bilevel Optimization Approach.
Proceedings of the International Conference on 3D Vision, 2021

2020
Truncated Inference for Latent Variable Optimization Problems: Application to Robust Estimation and Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

SG-VAE: Scene Grammar Variational Autoencoder to Generate New Indoor Scenes.
Proceedings of the Computer Vision - ECCV 2020, 2020

A Graduated Filter Method for Large Scale Robust Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Lifted Regression/Reconstruction Networks.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

Progressive Batching for Efficient Non-linear Least Squares.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Learning to generate new indoor scenes.
CoRR, 2019

Monocular 3D Object Detection and Box Fitting Trained End-to-End Using Intersection-over-Union Loss.
CoRR, 2019

Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Pareto Meets Huber: Efficiently Avoiding Poor Minima in Robust Estimation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Contrastive Learning for Lifted Networks.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Generalized fusion moves for continuous label optimization.
Comput. Vis. Image Underst., 2018

Maximum Consensus Parameter Estimation by Reweighted ℓ<sub>1</sub> Methods.
CoRR, 2018

Minimal Solvers for Monocular Rolling Shutter Compensation Under Ackermann Motion.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Descending, Lifting or Smoothing: Secrets of Robust Cost Optimization.
Proceedings of the Computer Vision - ECCV 2018, 2018

pOSE: Pseudo Object Space Error for Initialization-Free Bundle Adjustment.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Multiplicative vs. Additive Half-Quadratic Minimization for Robust Cost Optimization.
Proceedings of the British Machine Vision Conference 2018, 2018

Synthetic View Generation for Absolute Pose Regression and Image Synthesis.
Proceedings of the British Machine Vision Conference 2018, 2018

ContextNet: Exploring Context and Detail for Semantic Segmentation in Real-time.
Proceedings of the British Machine Vision Conference 2018, 2018

Weakly Supervised Learning of Indoor Geometry by Dual Warping.
Proceedings of the 2018 International Conference on 3D Vision, 2018

2017
Dense Semantic 3D Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

SPP-Net: Deep Absolute Pose Regression with Synthetic Views.
CoRR, 2017

Rolling Shutter Correction in Manhattan World.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Discretized Convex Relaxations for the Piecewise Smooth Mumford-Shah Model.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2017

Limited-Memory Belief Propagation via Nested Optimization.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2017

Maximum Consensus Parameter Estimation by Reweighted \ell _1 ℓ 1 Methods.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2017

Revisiting the Variable Projection Method for Separable Nonlinear Least Squares Problems.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Iterated Lifting for Robust Cost Optimization.
Proceedings of the British Machine Vision Conference 2017, 2017

Scale Exploiting Minimal Solvers for Relative Pose with Calibrated Cameras.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
Coarse-to-fine Planar Regularization for Dense Monocular Depth Estimation.
Proceedings of the Computer Vision - ECCV 2016, 2016

Projective Bundle Adjustment from Arbitrary Initialization Using the Variable Projection Method.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
The Likelihood-Ratio Test and Efficient Robust Estimation.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

A Novel Tree Block-Coordinate Method for MAP Inference.
Proceedings of the Pattern Recognition - 37th German Conference, 2015

A dynamic programming approach for fast and robust object pose recognition from range images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Dense Reconstruction.
Computer Vision, A Reference Guide, 2014

Real-time non-rigid reconstruction using an RGB-D camera.
ACM Trans. Graph., 2014

What Is Optimized in Convex Relaxations for Multilabel Problems: Connecting Discrete and Continuously Inspired MAP Inference.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Automatic atlas-based three-label cartilage segmentation from MR knee images.
Medical Image Anal., 2014

Multi-modal registration for correlative microscopy using image analogies.
Medical Image Anal., 2014

Multi-modal Image Registration for Correlative Microscopy.
CoRR, 2014

Robust Bundle Adjustment Revisited.
Proceedings of the Computer Vision - ECCV 2014, 2014

A Principled Approach for Coarse-to-Fine MAP Inference.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

RetroDepth: 3D silhouette sensing for high-precision input on and above physical surfaces.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

Variational Regularization and Fusion of Surface Normal Maps.
Proceedings of the 2nd International Conference on 3D Vision, 2014

2013
Segmentation with area constraints.
Medical Image Anal., 2013

Compact Relaxations for MAP Inference in Pairwise MRFs with Piecewise Linear Priors.
CoRR, 2013

MonoFusion: Real-time 3D reconstruction of small scenes with a single web camera.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2013

Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Joint 3D Scene Reconstruction and Class Segmentation.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Dual Decomposition for Joint Discrete-Continuous Optimization.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

2012
Large-scale, dense city reconstruction from user-contributed photos.
Comput. Vis. Image Underst., 2012

Registration for Correlative Microscopy Using Image Analogies.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

A Convex Discrete-Continuous Approach for Markov Random Fields.
Proceedings of the Computer Vision - ECCV 2012, 2012

What is optimized in tight convex relaxations for multi-label problems?
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Discovering and exploiting 3D symmetries in structure from motion.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

One-sided Radial-Fundamental Matrix Estimation.
Proceedings of the British Machine Vision Conference, 2012

Unknown Radial Distortion Centers in Multiple View Geometry Problems.
Proceedings of the Computer Vision, 2012

A Patch Prior for Dense 3D Reconstruction in Man-Made Environments.
Proceedings of the 2012 Second International Conference on 3D Imaging, 2012

2011
FreeCam: A Hybrid Camera System for Interactive Free-Viewpoint Video.
Proceedings of the 16th International Workshop on Vision, Modeling, and Visualization, 2011

Stereo depth map fusion for robot navigation.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

The generalized trace-norm and its application to structure-from-motion problems.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Dense 3D Reconstruction of Symmetric Scenes from a Single Image.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

Adaptive random forest - How many "experts" to ask before making a decision?
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Stereo Reconstruction of Building Interiors with a Vertical Structure Prior.
Proceedings of the International Conference on 3D Imaging, 2011

2010
Challenges in Wide-area Structure-from-motion.
IPSJ Trans. Comput. Vis. Appl., 2010

Gated Softmax Classification.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Automatic bone segmentation and alignment from MR knee images.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

DTI Connectivity by Segmentation.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

Automatic three-label bone segmentation from knee MR images.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Practical Methods for Convex Multi-view Reconstruction.
Proceedings of the Computer Vision, 2010

Disambiguating visual relations using loop constraints.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Near-tubular fiber bundle segmentation for diffusion weighted imaging: Segmentation through frame reorientation.
NeuroImage, 2009

Adaptive, real-time visual simultaneous localization and mapping.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Towards Large-Scale Visual Mapping and Localization.
Proceedings of the Robotics Research - The 14th International Symposium, 2009

A new minimal solution to the relative pose of a calibrated stereo camera with small field of view overlap.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Globally Optimal Finsler Active Contours.
Proceedings of the Pattern Recognition, 2009

Continuous maximal flows and Wulff shapes: Application to MRFs.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

From structure-from-motion point clouds to fast location recognition.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

An optimal control approach for deformable registration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

An optimal control approach for the registration of image time-series.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Fast Global Labeling for Real-Time Stereo Using Multiple Plane Sweeps.
Proceedings of the 13th International Fall Workshop on Vision, Modeling, and Visualization, 2008

Modeling and Recognition of Landmark Image Collections Using Iconic Scene Graphs.
Proceedings of the Computer Vision, 2008

An Improved Algorithm for TV-<i>L</i> <sup>1</sup> Optical Flow.
Proceedings of the Statistical and Geometrical Approaches to Visual Motion Analysis, 2008

Efficient Tracking as Linear Program on Weak Binary Classifiers.
Proceedings of the Pattern Recognition, 2008

What can missing correspondences tell us about 3D structure and motion?
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Fast gain-adaptive KLT tracking on the GPU.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Augmented Reality Scouting for Interactive 3D Reconstruction.
Proceedings of the IEEE Virtual Reality Conference, 2007

Watertight Multi-view Reconstruction Based on Volumetric Graph-Cuts.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

A Duality Based Algorithm for TV- <i>L</i> <sup>1</sup>-Optical-Flow Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

A Globally Optimal Algorithm for Robust TV-L<sup>1</sup> Range Image Integration.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Towards Wiki-based Dense City Modeling.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

A Duality Based Approach for Realtime TV-<i>L</i><sup>1</sup> Optical Flow.
Proceedings of the Pattern Recognition, 2007

Mumford-Shah Meets Stereo: Integration of Weak Depth Hypotheses.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Automatic Point Landmark Matching for Regularizing Nonlinear Intensity Registration: Application to Thoracic CT Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Scanline Optimization for Stereo on Graphics Hardware.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

High-Performance Multi-View Reconstruction.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

Graph Cut Based Multiple View Segmentation for 3D Reconstruction.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

Efficient Sparse 3D Reconstruction by Space Sweeping.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
Automatic Foreground Propagation in Image Sequences for 3D Reconstruction.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

2004
Time-Critical Rendering of Huge Ecosystems Using Discrete and Continuous Levels of Detail.
Presence Teleoperators Virtual Environ., 2004

Hierarchical Disparity Estimation with Programmable Graphics Hardware.
Proceedings of the 12-th International Conference in Central Europe on Computer Graphics, 2004

User-Centric Transfer Function Specification in Augmented Reality.
Proceedings of the 12-th International Conference in Central Europe on Computer Graphics, 2004

Improved compression of topology for view-dependent rendering.
Proceedings of the 20th Spring Conference on Computer Graphics, 2004

VR modeler: from image sequences to 3D models.
Proceedings of the 20th Spring Conference on Computer Graphics, 2004

2003
Progressive Compression of Visibility Data for View-dependent Multiresolution Meshes.
Proceedings of the 11-th International Conference in Central Europe on Computer Graphics, 2003

Optimized Stereo Reconstruction Usina 3D Graphics Hardware.
Proceedings of the 8th International Fall Workshop on Vision, Modeling, and Visualization, 2003

Fast event-driven refinement of dynamic levels of detail.
Proceedings of the 19th Spring Conference on Computer Graphics, 2003

Texture mapping for view-dependent rendering.
Proceedings of the 19th Spring Conference on Computer Graphics, 2003

Accurate Dense Stereo Reconstruction using Graphics Hardware.
Proceedings of the 24th Annual Conference of the European Association for Computer Graphics, 2003

Adaptive quantization with error bounds for compressed view-dependent multiresolution meshes.
Proceedings of the 24th Annual Conference of the European Association for Computer Graphics, 2003

2002
Prefetching Policies for Remote Walkthroughs.
Proceedings of the 10-th International Conference in Central Europe on Computer Graphics, 2002

Time-critical rendering of discrete and continuous levels of detail.
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2002

Integration of geomorphing into level of detail management for realtime rendering.
Proceedings of the 18th Spring Conference on Computer Graphics, 2002

2001
Modeling and visualizing the cultural heritage data set of Graz.
Proceedings of the 2001 Conference on Virtual Reality, 2001


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