Joachim Denzler

发表

Method and apparatus for detection and evaluation of environmental impacts and road condition information in the vehicle environment

Joachim Denzler, Bernd Hartmann, Sighard Schräbler, 2015 .

2D and 3D analysis of animal locomotion from biplanar X-ray videos using augmented active appearance models

Joachim Denzler, Daniel Haase, Joachim Denzler, 2013, EURASIP J. Image Video Process..

Classifier Independent Viewpoint Selection for 3-D Object Recognition

Joachim Denzler, Heinrich Niemann, Frank Deinzer, 2000, DAGM-Symposium.

The Whole Is More Than Its Parts? From Explicit to Implicit Pose Normalization

Joachim Denzler, Trevor Darrell, Marcel Simon, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Chimpanzee Faces in the Wild: Log-Euclidean CNNs for Predicting Identities and Attributes of Primates

Joachim Denzler, Marcel Simon, Erik Rodner, 2016, GCPR.

Performance Comparison and Evaluation of AdaBoost and SoftBoost Algorithms on Generic Object Recognition

Joachim Denzler, Doaa Hegazy, 2008 .

Sensor Data and Information Fusion in Computer Vision and Medicine, 30.07. - 04.08.2006

Joachim Denzler, Josef Kittler, Joachim Hornegger, 2007, Sensor Data and Information Fusion in Computer Vision and Medicine.

Additional traffic sign detection using learned corner representations

Joachim Denzler, Thomas Wenzel, Steffen Brüggert, 2016, 2016 IEEE Intelligent Vehicles Symposium (IV).

Pitch determination considering laryngealization effects in spoken dialogs

Joachim Denzler, Elmar Nöth, Heinrich Niemann, 1994 .

Viewpoint Selection - Planning Optimal Sequences of Views for Object Recognition

Joachim Denzler, Heinrich Niemann, Frank Deinzer, 2003, CAIP.

Explorative Analysis of Heterogeneous, Unstructured, and Uncertain Data - A Computer Science Perspective on Biodiversity Research

Joachim Denzler, Birgitta König-Ries, H. Martin Bücker, 2014, DATA.

How Fusion of Multiple Views Can Improve Object Recognition in Real-World Environments

Joachim Denzler, Heinrich Niemann, Marcin Grzegorzek, 2003, VMV.

Hierarchy-Based Image Embeddings for Semantic Image Retrieval

Joachim Denzler, Björn Barz, Joachim Denzler, 2018, 2019 IEEE Winter Conference on Applications of Computer Vision (WACV).

Towards unconstrained content recognition of additional traffic signs

Joachim Denzler, Thomas Wenzel, Steffen Brüggert, 2017, 2017 IEEE Intelligent Vehicles Symposium (IV).

Convolutional Neural Networks as a Computational Model for the Underlying Processes of Aesthetics Perception

Joachim Denzler, Marcel Simon, Erik Rodner, 2016, ECCV Workshops.

Combination of simple vision modules for robust real-time motion tracking

Joachim Denzler, Heinrich Niemann, H. Niemann, 1995, Eur. Trans. Telecommun..

Classification of Microorganisms via Raman Spectroscopy Using Gaussian Processes

Joachim Denzler, Jürgen Popp, Petra Rösch, 2010, DAGM-Symposium.

Extrinsic Self-Calibration of Time-of-Flight Cameras using a Combination of 3D and Intensity Descriptors

Joachim Denzler, Jörn Schmidt, Marcel Brückner, 2011, VMV.

Generic Object Recognition Using Boosted Combined Features

Joachim Denzler, Doaa Hegazy, Joachim Denzler, 2008, RobVis.

Real-Time Pedestrian Tracking in Natural Scenes

Joachim Denzler, Heinrich Niemann, H. Niemann, 1997, CAIP.

Towards Confirmable Automated Plant Cover Determination

Joachim Denzler, Paul Bodesheim, Matthias Körschens, 2020, ECCV Workshops.

Maximally Divergent Intervals for Anomaly Detection pdf

Joachim Denzler, Markus Reichstein, Erik Rodner, 2016, ICML 2016.

On fusion of range and intensity information using Graph-Cut for planar patch segmentation

Olaf Kähler, Joachim Denzler, Erik Rodner, 2008, Int. J. Intell. Syst. Technol. Appl..

Beyond thinking in common categories: Predicting obstacle vulnerability using large random codebooks

Joachim Denzler, Erik Rodner, Johannes Rühle, 2015, 2015 14th IAPR International Conference on Machine Vision Applications (MVA).

Tracking of Probabilistically Coupled Features

Joachim Denzler, Heinrich Niemann, Matthias Zobel, 2007 .

One-Shot Learned Priors in Augmented Active Appearance Models for Anatomical Landmark Tracking

Joachim Denzler, Oliver Mothes, Joachim Denzler, 2017, VISIGRAPP.

Large-Scale Gaussian Process Classification with Flexible Adaptive Histogram Kernels

Joachim Denzler, Erik Rodner, Alexander Freytag, 2012, ECCV.

Emergent Techniques and Applications for Big Visual Data

Jenq-Neng Hwang, Joachim Denzler, Xiaoming Huo, 2017, Int. J. Digit. Multim. Broadcast..

Efficient Adaptive Combination of Histograms for Real-Time Tracking

Joachim Denzler, Benjamin Deutsch, Ferid Bajramovic, 2008, EURASIP J. Image Video Process..

Hierarchical Dirichlet Processes for unsupervised online multi-view action perception using Temporal Self-Similarity features

Joachim Denzler, Marco Körner, Mahesh Venkata Krishna, 2013, 2013 Seventh International Conference on Distributed Smart Cameras (ICDSC).

Calibration of Real Scenes for the Reconstruction of Dynamic Light Fields

Joachim Denzler, Heinrich Niemann, Ingo Scholz, 2002, MVA.

Part Detector Discovery in Deep Convolutional Neural Networks pdf

Joachim Denzler, Marcel Simon, Erik Rodner, 2014, ACCV.

Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches pdf

Robert B. Fisher, Joachim Denzler, Marcel Simon, 2016, BMVC.

Interactive Image Retrieval for Biodiversity Research

Joachim Denzler, Alexander Freytag, Alena Schadt, 2015, GCPR.

Region-Based Edge Convolutions With Geometric Attributes for the Semantic Segmentation of Large-Scale 3-D Point Clouds

Joachim Denzler, Sven Sickert, Jhonatan Contreras, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Method and apparatus for detection and evaluation of road reflections

Joachim Denzler, Bernd Hartmann, Manuel Amthor, 2015 .

One-Shot Learning of Object Categories Using Dependent Gaussian Processes

Joachim Denzler, Erik Rodner, E. Rodner, 2010, DAGM-Symposium.

Learning, tracking and recognition of 3D objects

Joachim Denzler, Heinrich Niemann, Joachim Hornegger, 1994, Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS'94).

Judging Aesthetic Quality in Paintings Based on Artistic Inspired Color Features

Joachim Denzler, Seyed Ali Amirshahi, S. A. Amirshahi, 2017, 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

Rigid Motion Constraints for Tracking Planar Objects

Olaf Kähler, Joachim Denzler, Joachim Denzler, 2007, DAGM-Symposium.

Pedestrian Detection by Probabilistic Component Assembly

Joachim Denzler, Gregory Baratoff, Stefan Munder, 2009, DAGM-Symposium.

ARTOS - Adaptive Real-Time Object Detection System pdf

Joachim Denzler, Erik Rodner, Björn Barz, 2014, ArXiv.

Vegetation Segmentation in Cornfield Images Using Bag of Words

Joachim Denzler, Gonzalo Pajares, Juan Humberto Sossa Azuela, 2016, ACIVS.

Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning

Joachim Denzler, Marc Aubreville, Andreas K. Maier, 2017, Scientific Reports.

Phase unwrapping of fringe images for dynamic 3D measurements without additional pattern projection

Joachim Denzler, Peter Kühmstedt, Andreas Breitbarth, 2015, Sensing Technologies + Applications.

MB-Net: MergeBoxes for Real-Time 3D Vehicles Detection

Joachim Denzler, Lukas Schneider, Uwe Franke, 2018, 2018 IEEE Intelligent Vehicles Symposium (IV).

International validation of an automated algorithm to classify the severity of facial palsy

Joachim Denzler, Orlando Guntinas-Lichius, Gerd Fabian Volk, 2019, Laryngo-Rhino-Otologie.

Plenoptic Modeling and Rendering from Image Sequences Taken by Hand-Held Camera

Reinhard Koch, Joachim Denzler, Luc Van Gool, 1999, DAGM-Symposium.

Do We Train on Test Data? Purging CIFAR of Near-Duplicates pdf

Joachim Denzler, Björn Barz, Joachim Denzler, 2019, J. Imaging.

Predicting Landscapes from Environmental Conditions Using Generative Networks pdf

Joachim Denzler, Basil Kraft, Christian Requena-Mesa, 2019, GCPR.

Challenging Anomaly Detection in Wire Ropes Using Linear Prediction Combined with One-class Classification

Joachim Denzler, Herbert Süße, Karl-Heinz Wehking, 2008, VMV.

Active learning and discovery of object categories in the presence of unnameable instances

Joachim Denzler, Erik Rodner, Alexander Freytag, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Information Theoretic Approaches for Next Best View Planning in Active Computer Vision

Joachim Denzler, Heinrich Niemann, Benjamin Deutsch, 2008 .

Multi-View Planning for Simultaneous Coverage and Accuracy Optimisation

Joachim Denzler, Gunther Notni, Andreas Breitbarth, 2010, BMVC.

Using Common Field of View Detection for Multi Camera Calibration

Joachim Denzler, Marcel Brückner, Ferid Bajramovic, 2009, VMV.

Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques

Joachim Denzler, Markus Reichstein, Erik Rodner, 2016 .

Experimental Comparison of Wide Baseline Correspondence Algorithms for Multi Camera Calibration

Joachim Denzler, Ferid Bajramovic, Michael Koch, 2009, VISAPP.

Large-Scale Active Learning with Approximations of Expected Model Output Changes

Joachim Denzler, Erik Rodner, Alexander Freytag, 2016, GCPR.

On Optimal Camera Parameter Selection in Kalman Filter Based Object Tracking

Joachim Denzler, Heinrich Niemann, Matthias Zobel, 2002, DAGM-Symposium.

Oriented Differences of Boxes Operators for Blood Vessel Segmentation and Analysis in Confocal Laser Endomicroscopy Images with Minimal User Interaction

Joachim Denzler, Marco Körner, Herbert Süße, 2013 .

Fine-grained Recognition Datasets for Biodiversity Analysis pdf

Joachim Denzler, Marcel Simon, Erik Rodner, 2015, ArXiv.

Binocular 3-D Object Tracking with Varying Focal Lengths

Joachim Denzler, Heinrich Niemann, Matthias Zobel, 2005 .

Kernel Null Space Methods for Novelty Detection

Joachim Denzler, Erik Rodner, Alexander Freytag, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Additional Traffic Sign Detection -- A Comparative Study

Joachim Denzler, Thomas Wenzel, Steffen Brüggert, 2015, 2015 IEEE 18th International Conference on Intelligent Transportation Systems.

Fast and Robust Landmark Tracking in X-ray Locomotion Sequences Containing Severe Occlusions

Joachim Denzler, Manuel Amthor, Daniel Haase, 2012, VMV.

Appearance Based Generic Object Modeling and Recognition Using Probabilistic Principal Component Analysis

Joachim Denzler, Friedemann Mattern, Christopher Drexler, 2002, DAGM-Symposium.

Progressive Attenuation Fields : Fast 2 D-3 D Image Registration Without Precomputation

Joachim Denzler, Torsten Rohlfing, Calvin R. Maurer, 2004 .

Fast Learning and Prediction for Object Detection using Whitened CNN Features pdf

Joachim Denzler, Erik Rodner, Björn Barz, 2017, ArXiv.

One-class classification with Gaussian processes

Joachim Denzler, Erik Rodner, Esther-Sabrina Wacker, 2013, Pattern Recognit..

Appearance-based recognition of 3-D objects by cluttered background and occlusions

Joachim Denzler, Heinrich Niemann, Marcin Grzegorzek, 2005, Pattern Recognit..

KLT Tracking Using Intrinsic and Extrinsic Camera Parameters in Consideration of Uncertainty

Joachim Denzler, Christoph Munkelt, Michael Trummer, 2008, VISAPP.

End-to-end Learning of a Fisher Vector Encoding for Part Features in Fine-grained Recognition pdf

Joachim Denzler, Paul Bodesheim, Dimitri Korsch, 2020, ArXiv.

Joachim Denzler, Christoph Redies, Seyed Ali Amirshahi, 2013, CAE '13.

Watch, Ask, Learn, and Improve: a lifelong learning cycle for visual recognition

Joachim Denzler, Erik Rodner, Alexander Freytag, 2016, ESANN.

Demonstration von Bildverarbeitung und Sprachverstehen in der Dienstleistungsrobotik

Joachim Denzler, Elmar Nöth, Dietrich Paulus, 2001, AMS.

Combining Appearance and Range Based Information for Multi-class Generic Object Recognition

Joachim Denzler, Doaa Hegazy, Joachim Denzler, 2009, CIARP.

View Planning for 3D Reconstruction Using Time-of-Flight Camera Data

Joachim Denzler, Peter Kühmstedt, Gunther Notni, 2009, DAGM-Symposium.

Predicting Landscapes as Seen from Space from Environmental Conditions

Joachim Denzler, Markus Reichstein, Basil Kraft, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Robustness of Different Features for One-class Classification and Anomaly Detection in Wire Ropes

Joachim Denzler, Herbert Süße, Karl-Heinz Wehking, 2009, VISAPP.

Online Next-Best-View Planning for Accuracy Optimization Using an Extended E-Criterion

Joachim Denzler, Christoph Munkelt, Michael Trummer, 2010, 2010 20th International Conference on Pattern Recognition.

3D Data Driven Prediction for Active Contour Models with Application to Car Tracking

Joachim Denzler, Heinrich Niemann, H. Niemann, 1996, MVA.

Markerless real-time 3-D target region tracking by motion backprojection from projection images

Joachim Denzler, Torsten Rohlfing, Calvin R. Maurer, 2005, IEEE Transactions on Medical Imaging.

Generic Hierarchic Object Models and Classification Based on Probabilistic PCA

Joachim Denzler, Christopher Drexler, Frank Mattem, 2002, MVA.

Aktives Sehen zur Echtzeitobjektverfolgung

Joachim Denzler, 1997, DISKI.

Combining computer graphics and computer vision for probabilistic visual robot navigation

Joachim Denzler, Heinrich Niemann, Benno Heigl, 2000, Defense, Security, and Sensing.

Towards Automated Visual Monitoring of Individual Gorillas in the Wild

Joachim Denzler, Hjalmar S. Kühl, Tilo Burghardt, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

Unsupervised Framework for Interactions Modeling between Multiple Objects

Joachim Denzler, Ali Al-Raziqi, 2016, VISIGRAPP.

Active Rays: Polar-transformed Active Contours for Real-Time Contour Tracking

Joachim Denzler, Heinrich Niemann, H. Niemann, 1999, Real Time Imaging.

Robust facial feature localization by coupled features

Joachim Denzler, Heinrich Niemann, Dietrich Paulus, 2000, Proceedings Fourth IEEE International Conference on Automatic Face and Gesture Recognition (Cat. No. PR00580).

Unsupervised Group Activity Detection by Hierarchical Dirichlet Processes

Joachim Denzler, Ali Al-Raziqi, Joachim Denzler, 2017, ICIAR.

HMM-Based Defect Localization in Wire Ropes - A New Approach to Unusual Subsequence Recognition

Joachim Denzler, Karl-Heinz Wehking, Esther-Sabrina Platzer, 2009, DAGM-Symposium.

Dynamic Light Field Reconstruction and Rendering for Multiple Moving Objects

Joachim Denzler, Heinrich Niemann, Christian Vogelgsang, 2005, MVA.

Sensor Artificial Intelligence and its Application to Space Systems - A White Paper pdf

Joachim Denzler, Florian Schmidt, Wojciech Samek, 2020, ArXiv.

Registration of High Resolution Sar and Optical Satellite Imagery Using Fully Convolutional Networks

Joachim Denzler, Stefan Hoffmann, Maha Shadaydeh, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Active Learning for Deep Object Detection pdf

Joachim Denzler, Christoph Käding, Clemens-Alexander Brust, 2018, VISIGRAPP.

Active Appearance-Based Object Recognition Using Viewpoint Selection

Joachim Denzler, Frank Deinzer, Dietrich Paulus, 2000, VMV.

Control of Dynamic Systems Using Bayesian Networks

Joachim Denzler, Heinrich Niemann, Rainer Deventer, 2005 .

Neither Quick Nor Proper - Evaluation of QuickProp for Learning Deep Neural Networks pdf

Joachim Denzler, Marcel Simon, Erik Rodner, 2016, ArXiv.

Generic 3D Object Recognition from Time-of-Flight Images using Boosted Combined Shape Features

Joachim Denzler, Doaa Hegazy, Joachim Denzler, 2009, VISAPP.

Active KnowledgeóBased Scene Analysis

Joachim Denzler, Heinrich Niemann, Joachim Hornegger, 2000 .

Information theoretic focal length selection for real-time active 3D object tracking

Joachim Denzler, Heinrich Niemann, Matthias Zobel, 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

Multi-marker tracking for large-scale X-ray stereo video data

Joachim Denzler, Yuan Yang, Marcel Simon, 2017, Signal Process. Image Commun..

A Fast Approach for Pixelwise Labeling of Facade Images

Joachim Denzler, Erik Rodner, Björn Fröhlich, 2010, 2010 20th International Conference on Pattern Recognition.

LOST: A flexible framework for semi-automatic image annotation pdf

Joachim Denzler, Viviane Wolff, Jonas Jäger, 2019, ArXiv.

Beyond Bounding Boxes: Using Bounding Shapes for Real-Time 3D Vehicle Detection from Monocular RGB Images

Joachim Denzler, Johann Marius Zöllner, Uwe Franke, 2019, 2019 IEEE Intelligent Vehicles Symposium (IV).

Active Knowledge-Based Scene Analysis

Joachim Denzler, Heinrich Niemann, Joachim Hornegger, 1999, ICVS.

Deep learning and process understanding for data-driven Earth system science

Joachim Denzler, Prabhat, Nuno Carvalhais, 2019, Nature.

Generalized Orderless Pooling Performs Implicit Salient Matching

Joachim Denzler, Yang Gao, Trevor Darrell, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Difference of Boxes Filters Revisited: Shadow Suppression and Efficient Character Segmentation

Joachim Denzler, Erik Rodner, Herbert Süße, 2008, 2008 The Eighth IAPR International Workshop on Document Analysis Systems.

Anatomical Landmark Tracking by One-shot Learned Priors for Augmented Active Appearance Models

Joachim Denzler, Oliver Mothes, 2017, VISIGRAPP.

Regularized Geometric Hulls for Nucleus Segmentation from Microscopy Images

Joachim Denzler, Marco Körner, Herbert Süße, 2014, MIUA.

Generic Object Recognition

Joachim Denzler, Doaa Hegazy, Friedrich Schiller, 2009 .

Exploiting the Manhattan-world assumption for extrinsic self-calibration of multi-modal sensor networks

Joachim Denzler, Marcel Brückner, Joachim Denzler, 2011, 2011 International Conference on Computer Vision.

Semantic Segmentation with Millions of Features: Integrating Multiple Cues in a Combined Random Forest Approach

Joachim Denzler, Erik Rodner, Björn Fröhlich, 2012, ACCV.

Optimal Selection of Camera Parameters for State Estimation of Static Systems: An Information Theoretic Approach

Joachim Denzler, Christopher M. Brown, Joachim Denzler, 2000 .

Facial Behavior Analysis using 4D Curvature Statistics for Presentation Attack Detection pdf

Joachim Denzler, Martin Thümmel, 2019, ArXiv.

Intrinsic and extrinsic active self-calibration of multi-camera systems

Joachim Denzler, Marcel Brückner, Ferid Bajramovic, 2013, Machine Vision and Applications.

Divergence-Based One-Class Classification Using Gaussian Processes

Joachim Denzler, Erik Rodner, Alexander Freytag, 2012, BMVC.

Benchmarking 3D Reconstructions from Next Best View Planning

Joachim Denzler, Stefan Wenhardt, Christoph Munkelt, 2007, MVA.

Self-Organizing, Adaptive Data Fusion for 3d Object Tracking

Olaf Kähler, Joachim Denzler, Joachim Denzler, 2005, ARCS Workshops.

Learning with few examples for binary and multiclass classification using regularization of randomized trees

Joachim Denzler, Erik Rodner, E. Rodner, 2011, Pattern Recognit. Lett..

Finding Relevant Flood Images on Twitter using Content-based Filters pdf

Joachim Denzler, Bjorn Barz, Kai Schroter, 2020, ArXiv.

Model-based Surface Defect Detection and Con dition Monitoring in Wire Ropes

Joachim Denzler, Esther-Sabrina Platzer, Friedrich Schiller, 2009 .

Temporal Estimation of the 3d Guide-Wire Position Using 2d X-ray Images

Joachim Denzler, Frank Deinzer, Marcel Brückner, 2009, MICCAI.

Learning with Few Examples by Transferring Feature Relevance

Joachim Denzler, Erik Rodner, E. Rodner, 2009, DAGM-Symposium.

From regular text to artistic writing and artworks: Fourier statistics of images with low and high aesthetic appeal

Joachim Denzler, Christoph Redies, Michael Koch, 2013, Front. Hum. Neurosci..

Efficient semantic segmentation with Gaussian processes and histogram intersection kernels

Joachim Denzler, Erik Rodner, Alexander Freytag, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Entropy based camera control for visual object tracking

Joachim Denzler, Heinrich Niemann, Matthias Zobel, 2002, Proceedings. International Conference on Image Processing.

As Time Goes by - Anytime Semantic Segmentation with Iterative Context Forests

Joachim Denzler, Erik Rodner, Björn Fröhlich, 2012, DAGM/OAGM Symposium.

Rapid Uncertainty Computation with Gaussian Processes and Histogram Intersection Kernels

Joachim Denzler, Erik Rodner, Alexander Freytag, 2012, ACCV.

Statistical approach to classification of flow patterns for motion detection

Joachim Denzler, Heinrich Niemann, Dietrich Paulus, 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometrically Constrained Keypoints in Real-Time

Joachim Denzler, Jun-Jun Wan, Nicolas Jourdan, 2020, 2020 IEEE Intelligent Vehicles Symposium (IV).

Active Sensing Strategies for Robotic Platforms, with an Application in Vision-Based Gripping

Joachim Denzler, Frank Deinzer, Benjamin Deutsch, 2004, ICINCO.

SeaCLEF 2016: Object Proposal Classification for Fish Detection in Underwater Videos

Joachim Denzler, Viviane Wolff, Jonas Jäger, 2016, CLEF.

A combination of generative and discriminative models for fast unsupervised activity recognition from traffic scene videos

Joachim Denzler, Mahesh Venkata Krishna, Joachim Denzler, 2014, IEEE Winter Conference on Applications of Computer Vision.

Geometric and probabilistic image dissimilarity measures for common field of view detection

Joachim Denzler, Marcel Brückner, Ferid Bajramovic, 2009, CVPR.

Using Color Difference Equations for Calculating Gradient Images

Joachim Denzler, Seyed Hossein Amirshahi, Seyed Ali Amirshahi, 2017, 2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS).

Finding the Unknown: Novelty Detection with Extreme Value Signatures of Deep Neural Activations

Joachim Denzler, Alexander Freytag, Christoph Käding, 2017, GCPR.

Using Causal Inference to Globally Understand Black Box Predictors Beyond Saliency Maps

Joachim Denzler, Christian Reimers, Jakob Runge, 2020 .

Global Uncertainty-based Selection of Relative Poses for Multi Camera Calibration

Joachim Denzler, Ferid Bajramovic, 2008, BMVC.

Application of Bayesian Controllers to Dynamic Systems

Joachim Denzler, Heinrich Niemann, Rainer Deventer, 2001, HIS.

A Framework for Actively Selecting Viewpoints in Object Recognition

Joachim Denzler, Heinrich Niemann, Frank Deinzer, 2009, Int. J. Pattern Recognit. Artif. Intell..

Improving Object Recognition by Fusion of Multiple Views

Joachim Denzler, Heinrich Niemann, Frank Deinzer, 2002, ICVGIP.

Convolutional Patch Networks with Spatial Prior for Road Detection and Urban Scene Understanding

Joachim Denzler, Marcel Simon, Erik Rodner, 2015, VISAPP.

One-Class Classification for Anomaly Detection in Wire Ropes with Gaussian Processes in a Few Lines of Code

Joachim Denzler, Erik Rodner, Esther-Sabrina Wacker, 2011, MVA.

An Analysis-by-Synthesis Approach to Rope Condition Monitoring

Joachim Denzler, Esther-Sabrina Wacker, Joachim Denzler, 2010, ISVC.

Active and Continuous Exploration with Deep Neural Networks and Expected Model Output Changes pdf

Joachim Denzler, Erik Rodner, Alexander Freytag, 2016, ArXiv.

Experimental Evaluation of Relative Pose Estimation Algorithms

Joachim Denzler, Marcel Brückner, Ferid Bajramovic, 2008, VISAPP.

Road Condition Estimation Based on Spatio-Temporal Reflection Models

Joachim Denzler, Bernd Hartmann, Manuel Amthor, 2015, GCPR.

On Fusion of Multiple Views for Active Object Recognition

Joachim Denzler, Heinrich Niemann, Frank Deinzer, 2001, DAGM-Symposium.

Deep Learning on Small Datasets without Pre-Training using Cosine Loss

Joachim Denzler, Björn Barz, Joachim Denzler, 2019, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Progressive attenuation fields: Fast 2D‐3D image registration without precomputation

Joachim Denzler, Calvin R. Maurer, Kensaku Mori, 2005 .

Local Novelty Detection in Multi-class Recognition Problems

Joachim Denzler, Erik Rodner, Alexander Freytag, 2015, 2015 IEEE Winter Conference on Applications of Computer Vision.

Plenoptic Models in Robot Vision

Joachim Denzler, Heinrich Niemann, Benno Heigl, 2003, Künstliche Intell..

Semantic Segmentation using GrabCut

Joachim Denzler, Björn Fröhlich, Christoph Göring, 2012, VISAPP.

Facial Landmark Localization and Feature Extraction for Therapeutic Face Exercise Classification

Horst-Michael Groß, Joachim Denzler, Cornelia Lanz, 2013, VISIGRAPP.

Active Rays: A New Approach to Contour Tracking

Joachim Denzler, Heinrich Niemann, 1996 .

Selection of Relevant Features for Raman Spectroscopy

Joachim Denzler, Michael Kemmler, Joachim Denzler, 2012 .

Determining the Relevance of Features for Deep Neural Networks

Joachim Denzler, Christian Reimers, Jakob Runge, 2020, ECCV.

ImageNet pre-trained models with batch normalization pdf

Joachim Denzler, Marcel Simon, Erik Rodner, 2016, ArXiv.

Fine-grained Categorization - Short Summary of our Entry for the ImageNet Challenge 2012 pdf

Joachim Denzler, Erik Rodner, Alexander Freytag, 2013, ArXiv.

A method for feature classification of objects for a vehicle safety system of a vehicle

Joachim Denzler, Stefan Hegemann, Alice Natoli, 2014 .

Experimentelle Auswertung von Unsicherheitsmaßen auf relativen Posen für die Multikamerakalibrierung

Joachim Denzler, Ferid Bajramovic, 2009 .

Facial Paresis Index Prediction by Exploiting Active Appearance Models for Compact Discriminative Features

Joachim Denzler, Luise Modersohn, Joachim Denzler, 2016, VISIGRAPP.

Randomized Probabilistic Latent Semantic Analysis for Scene Recognition

Joachim Denzler, Erik Rodner, 2009, CIARP.

Analyzing the Subspaces Obtained by Dimensionality Reduction for Human Action Recognition from 3d Data

Joachim Denzler, Marco Körner, Joachim Denzler, 2012, 2012 IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance.

Efficient Measuring of Facial Action Unit Activation Intensities using Active Appearance Models

Joachim Denzler, Daniel Haase, Michael Kemmler, 2013, MVA.

Visual fish tracking: Combining a two-stage graph approach with CNN-features

Joachim Denzler, Viviane Wolff, Jonas Jäger, 2017, OCEANS 2017 - Aberdeen.

PHOG-Derived Aesthetic Measures Applied to Color Photographs of Artworks, Natural Scenes and Objects

Joachim Denzler, Christoph Redies, Seyed Ali Amirshahi, 2012, ECCV Workshops.

Information Theoretic Sensor Data Selection for Active Object Recognition and State Estimation

Joachim Denzler, Christopher M. Brown, Joachim Denzler, 2002, IEEE Trans. Pattern Anal. Mach. Intell..

Nonlinear Causal Link Estimation Under Hidden Confounding with an Application to Time Series Anomaly Detection

Joachim Denzler, Veronika Eyring, Maha Shadaydeh, 2019, GCPR.

An Efficient Combination of 2D and 3D Shape Descriptions for Contour Based Tracking of Moving Objects

Joachim Denzler, Heinrich Niemann, Benno Heigl, 1998, ECCV.

Content-based Image Retrieval and the Semantic Gap in the Deep Learning Era pdf

Joachim Denzler, Bjorn Barz, Joachim Denzler, 2020, ICPR Workshops.

MOBSY: Integration of vision and dialogue in service robots

Joachim Denzler, Elmar Nöth, Dietrich Paulus, 2001, Machine Vision and Applications.

On the Suitability of Different Features for Anomaly Detection in Wire Ropes

Joachim Denzler, Herbert Süße, Karl-Heinz Wehking, 2009, VISIGRAPP.

Geometric and probabilistic image dissimilarity measures for common field of view detection

Joachim Denzler, Marcel Brückner, Ferid Bajramovic, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

JAR-Aibo: A Multi-view Dataset for Evaluation of Model-Free Action Recognition Systems

Joachim Denzler, Marco Körner, Joachim Denzler, 2013, ICIAP Workshops.

Coarse registration of 3D surface triangulations based on moment invariants with applications to object alignment and identification

Joachim Denzler, Herbert Süße, Michael Trummer, 2009, 2009 IEEE 12th International Conference on Computer Vision.

Using Test Plans for Bayesian Modeling

Joachim Denzler, Heinrich Niemann, Rainer Deventer, 2003, MLDM.

SELF-CALIBRATION OF CAMERA NETWORKS: ACTIVE AND PASSIVE METHODS

Joachim Denzler, Marcel Brückner, Ferid Bajramovic, 2011 .

Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media Images pdf

Joachim Denzler, Doris Dransch, Andrea Unger, 2019, ArXiv.

Active Self-calibration of Multi-camera Systems

Joachim Denzler, Marcel Brückner, 2010, DAGM-Symposium.

Fine-Tuning Deep Neural Networks in Continuous Learning Scenarios

Joachim Denzler, Erik Rodner, Alexander Freytag, 2016, ACCV Workshops.

Active computer vision system

Joachim Denzler, Dietrich Paulus, Michael Reinhold, 2000, Proceedings Fifth IEEE International Workshop on Computer Architectures for Machine Perception.

Quantitative Analysis of Pathological Mitochondrial Morphology in Neuronal Cells in Confocal Laser Scanning Microscopy Images

Joachim Denzler, Marco Körner, Herbert Süße, 2014, IWBBIO.

A Feedback Estimation Approach for Therapeutic Facial Training

Horst-Michael Groß, Joachim Denzler, Cornelia Dittmar, 2017, 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017).

Lighting estimation in fringe images during motion compensation for 3D measurements

Joachim Denzler, Peter Kühmstedt, Gunther Notni, 2013, Optical Metrology.

06311 Abstracts Collection -- Sensor Data and Information Fusion in Computer Vision and Medicine

Joachim Denzler, Josef Kittler, Joachim Hornegger, 2006, Sensor Data and Information Fusion in Computer Vision and Medicine.

A Hierarchical Bayesian Approach for Unsupervised Cell Phenotype Clustering

Joachim Denzler, Mahesh Venkata Krishna, Joachim Denzler, 2014, GCPR.

Temporal Self-Similarity for Appearance-Based Action Recognition in Multi-View Setups

Joachim Denzler, Marco Körner, Joachim Denzler, 2013, CAIP.

Evaluation of QuickProp for Learning Deep Neural Networks -- A Critical Review

Joachim Denzler, Marcel Simon, Erik Rodner, 2016 .

Combining Structure and Appearance for Anomaly Detection in Wire Ropes

Joachim Denzler, Esther-Sabrina Wacker, Joachim Denzler, 2011, CAIP.

Instance-Weighted Transfer Learning of Active Appearance Models

Joachim Denzler, Daniel Haase, Erik Rodner, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Viewpoint selection - a classifier independent learning approach

Joachim Denzler, Heinrich Niemann, Frank Deinzer, 2000, 4th IEEE Southwest Symposium on Image Analysis and Interpretation.

Robust Real-Time SFM in a Combined Formulation of Tracking and Reconstruction

Olaf Kähler, Joachim Denzler, 2008, VMV.

Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge pdf

Joachim Denzler, Björn Barz, Clemens-Alexander Brust, 2020, 2020 25th International Conference on Pattern Recognition (ICPR).

Large-Scale Gaussian Process Inference with Generalized Histogram Intersection Kernels for Visual Recognition Tasks

Joachim Denzler, Erik Rodner, Alexander Freytag, 2016, International Journal of Computer Vision.

Integrated Viewpoint Fusion and Viewpoint Selection for Optimal Object Recognition

Joachim Denzler, Heinrich Niemann, Frank Deinzer, 2006, BMVC.

Data association for multi-object Tracking-by-Detection in multi-camera networks

Joachim Denzler, Marco Körner, Xiaoyan Jiang, 2012, 2012 Sixth International Conference on Distributed Smart Cameras (ICDSC).

Multi-step Entropy Based Sensor Control for Visual Object Tracking

Joachim Denzler, Heinrich Niemann, Benjamin Deutsch, 2004, DAGM-Symposium.

Approximations of Gaussian Process Uncertainties for Visual Recognition Problems

Joachim Denzler, Erik Rodner, Alexander Freytag, 2013, SCIA.

Exemplar-Specific Patch Features for Fine-Grained Recognition

Joachim Denzler, Trevor Darrell, Erik Rodner, 2014, GCPR.

MOBSY: Integration of Vision and Dialogue in Service Robots

Joachim Denzler, Elmar Nöth, Dietrich Paulus, 2001, ICVS.

3D data driven prediction for active contour models based on geometric bounding volumes

Joachim Denzler, Heinrich Niemann, 1996, Pattern Recognit. Lett..

Adaptive Performance-Based Classifier Combination for Generic Object Recognition

Joachim Denzler, Torsten Rohlfing, Frank Mattern, 2005 .

Aspects of Optimal Viewpoint Selection and Viewpoint Fusion

Joachim Denzler, Heinrich Niemann, Frank Deinzer, 2006, ACCV.

3D Blood Flow Reconstruction from 2D Angiograms

Joachim Denzler, Frank Deinzer, Dietrich Paulus, 2008, Bildverarbeitung für die Medizin.

Global Context Extraction for Object Recognition Using a Combination of Range and Visual Features

Joachim Denzler, Erik Rodner, Michael Kemmler, 2009, Dyn3D.

Efficient Combination of Histograms for Real-Time Tracking Using Mean-Shift and Trust-Region Optimization

Joachim Denzler, Ferid Bajramovic, Christoph Gräßl, 2005, DAGM-Symposium.

Spatiotemporal model for benchmarking causal discovery algorithms

Joachim Denzler, Veronika Eyring, Christian Reimers, 2020 .

Selecting Influential Examples: Active Learning with Expected Model Output Changes

Joachim Denzler, Erik Rodner, Alexander Freytag, 2014, ECCV.

Time-Frequency Causal Inference Uncovers Anomalous Events in Environmental Systems

Joachim Denzler, Miguel D. Mahecha, Maha Shadaydeh, 2019, GCPR.

Automatic Query Image Disambiguation for Content-based Image Retrieval

Joachim Denzler, Björn Barz, 2018, VISIGRAPP.

On the application of light field reconstruction for statistical object recognition

Joachim Denzler, Heinrich Niemann, Benno Heigl, 1998, 9th European Signal Processing Conference (EUSIPCO 1998).

Extreme anomaly event detection in biosphere using linear regression and a spatiotemporal MRF model

Joachim Denzler, Maha Shadaydeh, Miguel Mahecha, 2018, Natural Hazards.

Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection

Joachim Denzler, Erik Rodner, Björn Barz, 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Echtzeitobjektverfolgung mit Aktiven Strahlen

Joachim Denzler, Heinrich Niemann, 1996, DAGM-Symposium.

Combined GKLT Feature Tracking and Reconstruction for Next Best View Planning

Joachim Denzler, Christoph Munkelt, Michael Trummer, 2009, DAGM-Symposium.

Learning with Few Examples using a Constrained Gaussian Prior on Randomized Trees

Joachim Denzler, Erik Rodner, 2008, VMV.

Proceedings of the 8th International Workshop on Climate Informatics: CI 2018

Joachim Denzler, Miguel D. Mahecha, Maha Shadaydeh, 2018, CI2018.

Statistical image properties of print advertisements, visual artworks and images of architecture

Joachim Denzler, Christoph Redies, Seyed A. Amirshahi, 2013, Front. Psychol..

View Planning for 3D Reconstruction using Time-of-Flight Camera Data as a-priori Information

Joachim Denzler, Gunther Notni, Peter Kuehmstedt, 2009 .

Fine-grained classification of identity document types with only one example

Joachim Denzler, Marcel Simon, Erik Rodner, 2015, 2015 14th IAPR International Conference on Machine Vision Applications (MVA).

Proceedings of the 31st DAGM Symposium on Pattern Recognition

Joachim Denzler, Gunther Notni, Herbert Süße, 2009 .

Edge-Convolution Point Net for Semantic Segmentation of Large-Scale Point Clouds

Joachim Denzler, Jhonatan Contreras, Joachim Denzler, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Video Segmentation by Event Detection: A Novel One-class Classification Approach

Joachim Denzler, Paul Bodesheim, Mahesh Venkata Krishna, 2016 .

Multi-person Tracking-by-Detection Based on Calibrated Multi-camera Systems

Joachim Denzler, Erik Rodner, Xiaoyan Jiang, 2012, ICCVG.

LAND COVER CLASSIFICATION OF SATELLITE IMAGES USING CONTEXTUAL INFORMATION

Joachim Denzler, Christiane Schmullius, Eric Bach, 2013 .

Extending GKLT Tracking - Feature Tracking for Controlled Environments with Integrated Uncertainty Estimation

Joachim Denzler, Christoph Munkelt, Michael Trummer, 2009, SCIA.

Enhanced anomaly detection in wire ropes by combining structure and appearance

Joachim Denzler, Esther-Sabrina Wacker, Joachim Denzler, 2013, Pattern Recognit. Lett..

Efficient Convolutional Patch Networks for Scene Understanding

Joachim Denzler, Marcel Simon, Erik Rodner, 2015 .

Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes pdf

Joachim Denzler, Nils Gahlert, Uwe Franke, 2020, ArXiv.

One-class classification with Gaussian processes

Joachim Denzler, Erik Rodner, Michael Kemmler, 2010, Pattern Recognit..

A two stage real-time object tracking system

Joachim Denzler, Heinrich Niemann, 1994 .

Pattern Recognition, 31st DAGM Symposium, Jena, Germany, September 9-11, 2009. Proceedings

Joachim Denzler, Gunther Notni, Herbert Süße, 2009, DAGM-Symposium.

Facial Movement Dysfunctions: Conceptual Design of a Therapy-Accompanying Training System

Joachim Denzler, Horst-Michael Gross, Cornelia Dittmar, 2014 .

Active Self Calibration of a Multi Sensor System

Joachim Denzler, Marcel Brückner, 2009 .

HER2 challenge contest: a detailed assessment of automated HER2 scoring algorithms in whole slide images of breast cancer tissues

Ramakrishnan Mukundan, Joachim Denzler, Mohammad Ilyas, 2017, Histopathology.

Not Just a Matter of Semantics: The Relationship Between Visual and Semantic Similarity pdf

Joachim Denzler, Clemens-Alexander Brust, Joachim Denzler, 2019, GCPR.

Finding discriminative features for Raman spectroscopy

Joachim Denzler, Michael Kemmler, Joachim Denzler, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Bayesian Control of Dynamic Systems

Joachim Denzler, Heinrich Niemann, Rainer Deventer, 2004 .

Semantic Segmentation of Outdoor Areas Using 3D Moment Invariants and Contextual Cues

Joachim Denzler, Sven Sickert, 2017, GCPR.

Seeing through bag-of-visual-word glasses: towards understanding quantization effects in feature extraction methods pdf

Joachim Denzler, Erik Rodner, Alexander Freytag, 2014, ArXiv.

Automated Classification of Therapeutic Face Exercises using the Kinect

Horst-Michael Groß, Joachim Denzler, Cornelia Lanz, 2013, VISAPP.

06311 Executive Summary -- Sensor Data and Information Fusion in Computer Vision and Medicine

Joachim Denzler, Josef Kittler, Joachim Hornegger, 2006, Sensor Data and Information Fusion in Computer Vision and Medicine.

Proceedings of 27th British Machine Vision Conference (BMVC 2016)

Joachim Denzler, Erik Rodner, Bob Fisher, 2016 .

Color: A Crucial Factor for Aesthetic Quality Assessment in a Subjective Dataset of Paintings pdf

Joachim Denzler, Christoph Redies, Seyed Ali Amirshahi, 2016, ArXiv.

An Information Theoretic Approach for Next Best View Planning in 3-D Reconstruction

Joachim Denzler, Heinrich Niemann, Joachim Hornegger, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

A Method for Fast Composing of Images Captured from Deformed Documents by a Quadocular Scanner Setup

Joachim Denzler, Marco Körner, Herbert Süße, 2011, MVA.

Modelling ocean parameters through graphical models

Joachim Denzler, Felix Schneider, Yanira Guanche Garcia, 2017, OCEANS 2017 - Aberdeen.

Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality pdf

Joachim Denzler, Maha Shadaydeh, Thomas Kessler, 2019, VISIGRAPP.

Not Just a Matter of Semantics: The Relationship Between Visual and Semantic Similarity

Joachim Denzler, Clemens-Alexander Brust, 2019, GCPR.

Towards Automatic Identification of Elephants in the Wild pdf

Joachim Denzler, Björn Barz, Matthias Körschens, 2018, ArXiv.

Integrating domain knowledge: using hierarchies to improve deep classifiers pdf

Joachim Denzler, Clemens-Alexander Brust, Joachim Denzler, 2018, ACPR.

Information-Theoretic Active Learning for Content-Based Image Retrieval pdf

Joachim Denzler, Björn Barz, Christoph Käding, 2018, GCPR.

PHOG analysis of self-similarity in aesthetic images

Joachim Denzler, Christoph Redies, Seyed Ali Amirshahi, 2012, Electronic Imaging.

Multi-step active object tracking with entropy based optimal actions using the sequential Kalman filter

Joachim Denzler, Heinrich Niemann, Benjamin Deutsch, 2005, IEEE International Conference on Image Processing 2005.

An Efficient Shortest Triangle Paths Algorithm Applied to Multi-camera Self-calibration

Joachim Denzler, Marcel Brückner, Ferid Bajramovic, 2011, Journal of Mathematical Imaging and Vision.

Method and device for determining a road condition

Joachim Denzler, Eric Bach, Bernd Hartmann, 2013 .

A virtual “Werkstatt” for digitization in the sciences

Joachim Denzler, Birgitta König-Ries, Mirco Migliavacca, 2020, Research Ideas and Outcomes.

Tracking and Reconstruction in a Combined Optimization Approach

Olaf Kähler, Joachim Denzler, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A Comparison of Nearest Neighbor Search Algorithms for Generic Object Recognition

Joachim Denzler, Ferid Bajramovic, Nicholas Butko, 2006, ACIVS.

SupernoVAE : VAE based kernel PCA for analysis of spatio-temporal Earth data

Joachim Denzler, Christian Requena-Mesa, Veronika Eyring, 2018 .

Self-calibration with Partially Known Rotations

Joachim Denzler, Ferid Bajramovic, Joachim Denzler, 2007, DAGM-Symposium.

A Comparative Evaluation of Template and Histogram Based 2D Tracking Algorithms

Joachim Denzler, Benjamin Deutsch, Ferid Bajramovic, 2005, DAGM-Symposium.

Anatomical Landmark Tracking for the Analysis of Animal Locomotion in X-ray Videos Using Active Appearance Models

Joachim Denzler, Daniel Haase, 2011, SCIA.

Model based extraction of articulated objects in image sequences for gait analysis

Joachim Denzler, Heinrich Niemann, Dorthe Meyer, 1997, Proceedings of International Conference on Image Processing.

A graph-based MAP solution for multi-person tracking using multi-camera systems

Joachim Denzler, Daniel Haase, Marco Körner, 2014, 2014 International Conference on Computer Vision Theory and Applications (VISAPP).

AUTOMATED POLYP DIFFERENTIATION ON COLOSCOPIC DATA USING SEMANTIC SEGMENTATION WITH CNNS

Joachim Denzler, Andreas Stallmach, Clemens-Alexander Brust, 2019, Endoscopy.

Implicit Feedback between Reconstruction and Tracking in a Combined Optimization Approach

Olaf Kähler, Joachim Denzler, 2008, DAGM-Symposium.

JenAesthetics Subjective Dataset: Analyzing Paintings by Subjective Scores

Joachim Denzler, Christoph Redies, Seyed Ali Amirshahi, 2014, ECCV Workshops.

Cityscapes 3D: Dataset and Benchmark for 9 DoF Vehicle Detection pdf

Joachim Denzler, Marius Cordts, Nicolas Jourdan, 2020, ArXiv.

Scale-independent Spatio-temporal Statistical Shape Representations for 3D Human Action Recognition

Joachim Denzler, Daniel Haase, Marco Körner, 2012, ICPRAM.

COBOLT: Ein System zur datengetriebenen Verfolgung bewegter Objekte in Echtzeit

Joachim Denzler, Heinrich Niemann, Joachim Denzler, 1997, DAGM-Symposium.

Robust pictorial structures for x-ray animal skeleton tracking

Joachim Denzler, Manuel Amthor, Daniel Haase, 2014, 2014 International Conference on Computer Vision Theory and Applications (VISAPP).

Nonparametric Part Transfer for Fine-Grained Recognition

Joachim Denzler, Erik Rodner, Alexander Freytag, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Large-scale gaussian process multi-class classification for semantic segmentation and facade recognition

Joachim Denzler, Erik Rodner, Björn Fröhlich, 2013, Machine Vision and Applications.

Markerless Real-Time Target Region Tracking: Application to Frameless Sterotactic Radiosurgery

Joachim Denzler, Torsten Rohlfing, Calvin R. Maurer, 2004, VMV.

Putting User Reputation on the Map: Unsupervised Quality Control for Crowdsourced Historical Data

Joachim Denzler, Björn Barz, Thomas C. van Dijk, 2018, GeoHumanities@SIGSPATIAL.

Optimal Camera Parameter Selection for State Estimation with Applications in Object Recognition

Joachim Denzler, Heinrich Niemann, Christopher M. Brown, 2001, DAGM-Symposium.

Guided KLT Tracking Using Camera Parameters in Consideration of Uncertainty

Joachim Denzler, Christoph Munkelt, Michael Trummer, 2008, VISIGRAPP.

Reading out 2D Barcode PDF417

Joachim Denzler, Michael Trummer, 2007 .

Self-supervised Data Bootstrapping for Deep Optical Character Recognition of Identity Documents pdf

Joachim Denzler, Oliver Mothes, 2019, ArXiv.

An Efficient Shortest Triangle Paths Algorithm for Uncertainty-based Multi Camera Calibration

Joachim Denzler, Ferid Bajramovic, 2008 .

Analysis of Structural Dependencies for the Automatic Visual Inspection of Wire Ropes

Joachim Denzler, Daniel Haase, Ernst Günter Schukat-Talamazzini, 2010, VMV.

Classification-Specific Parts for Improving Fine-Grained Visual Categorization

Joachim Denzler, Paul Bodesheim, Dimitri Korsch, 2019, GCPR.

Impatient DNNs - Deep Neural Networks with Dynamic Time Budgets pdf

Joachim Denzler, Manuel Amthor, Erik Rodner, 2016, BMVC.

Labeling Examples That Matter: Relevance-Based Active Learning with Gaussian Processes

Joachim Denzler, Erik Rodner, Alexander Freytag, 2013, GCPR.

Going back to the source: inverse filtering of the speech signal with ANNs

Joachim Denzler, Elmar Nöth, Heinrich Niemann, 1993, EUROSPEECH.

Probabilistisch modellierte Blicksteuerung zur Selbstlokalisation anhand natürlicher Landmarken

Joachim Denzler, Heinrich Niemann, Carmen Frank, 1999, AMS.

Multi-view Active Appearance Models for the X-Ray Based Analysis of Avian Bipedal Locomotion

Joachim Denzler, Daniel Haase, John A. Nyakatura, 2011, DAGM-Symposium.

From corners to rectangles — Directional road sign detection using learned corner representations

Joachim Denzler, Thomas Wenzel, Steffen Brüggert, 2017, 2017 IEEE Intelligent Vehicles Symposium (IV).

Active Learning for Regression Tasks with Expected Model Output Changes

Joachim Denzler, Erik Rodner, Alexander Freytag, 2018, BMVC.

GPU-Based Volume Segmentation

Joachim Denzler, Burkhard C. Wünsche, S. Schenke, 2005 .

Accurate 3D Multi-marker Tracking in X-ray Cardiac Sequences Using a Two-Stage Graph Modeling Approach

Joachim Denzler, Daniel Haase, Marco Körner, 2013, CAIP.

A Strong Baseline for the VIPriors Data-Efficient Image Classification Challenge pdf

Joachim Denzler, Luca Iocchi, Lorenzo Brigato, 2021, ArXiv.

Mapped-PCMCI: an algorithm for causal discovery at the grid level

Joachim Denzler, Veronika Eyring, Jakob Runge, 2021 .

WikiChurches: A Fine-Grained Dataset of Architectural Styles with Real-World Challenges pdf

Joachim Denzler, Bjorn Barz, Joachim Denzler, 2021, NeurIPS Datasets and Benchmarks.

Automatic Plant Cover Estimation with Convolutional Neural Networks

Joachim Denzler, Mirco Migliavacca, Paul Bodesheim, 2021, GI-Jahrestagung.

Conditional dependence tests reveal the usage of ABCD rule features and bias variables in automatic skin lesion classification

Joachim Denzler, Paul Bodesheim, Jakob Runge, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Towards Learning an Unbiased Classifier from Biased Data via Conditional Adversarial Debiasing pdf

Joachim Denzler, Paul Bodesheim, Jakob Runge, 2021, ArXiv.

Minimizing the Annotation Effort for Detecting Wildlife in Camera Trap Images with Active Learning

Joachim Denzler, Marco Heurich, Paul Bodesheim, 2021, GI-Jahrestagung.

Weakly Supervised Segmentation Pretraining for Plant Cover Prediction

Joachim Denzler, Mirco Migliavacca, Paul Bodesheim, 2021, GCPR.

Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classification

Joachim Denzler, Paul Bodesheim, Dimitri Korsch, 2023, GI-Jahrestagung.

Counterfactual Generation with Knockoffs pdf

Joachim Denzler, Maha Shadaydeh, Oana-Iuliana Popescu, 2021, ArXiv.

Lightweight Filtering of Noisy Web Data: Augmenting Fine-grained Datasets with Selected Internet Images

Joachim Denzler, Paul Bodesheim, Dimitri Korsch, 2021, VISIGRAPP.

Facial Behavior Analysis using 4D Curvature Statistics for Presentation Attack Detection

Joachim Denzler, Martin Thümmel, 2021, 2021 IEEE International Workshop on Biometrics and Forensics (IWBF).

Investigating the Consistency of Uncertainty Sampling in Deep Active Learning

Joachim Denzler, Clemens-Alexander Brust, Christian Reimers, 2021, GCPR.

Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity pdf

Joachim Denzler, Bjorn Barz, Matthias Korschens, 2021, ArXiv.

3-d Blood Flow Reconstruction from 2-d Angiograms

Joachim Denzler, Frank Deinzer, Dietrich Paulus, 2008 .

Beyond the closed-world assumption : The importance of novelty detection and open set recognition Computer Vision Group Jena

Joachim Denzler, Erik Rodner, Alexander Freytag, 2013 .

Non-linear modeling of a production process by hybrid Bayesian Networks 1

Joachim Denzler, Heinrich Niemann, Rainer Deventer, 2005 .

Patienten-Instruktionsvideo mit synchroner Videoaufnahme von Gesichtsbewegungen bei Fazialisparese

Joachim Denzler, Orlando Guntinas-Lichius, Gerd Fabian Volk, 2017 .

Beyond Classification – Large-scale Gaussian Process Inference and Uncertainty Prediction

Joachim Denzler, Erik Rodner, Alexander Freytag, 2012 .

Automated analysis of confocal laser endomicroscopy images to detect head and neck cancer

Joachim Denzler, Erik Rodner, Wolfgang Ortmann, 2016, Head & neck.

Detecting multivariate biosphere extremes

Joachim Denzler, Erik Rodner, Miguel D. Mahecha, 2016 .

INCORPORATION OF A-PRIORI INFORMATION IN PLANNING THE NEXT BEST VIEW

Joachim Denzler, Peter Kühmstedt, Christoph Munkelt, 2006 .

Coupling Rays – Probabilistic Modeling of Spatial Dependencies

Joachim Denzler, Heinrich Niemann, Matthias Zobel, 2005 .

Maximally divergent intervals for extreme weather event detection

Joachim Denzler, Erik Rodner, Björn Barz, 2017, OCEANS 2017 - Aberdeen.

Fractal-like image statistics in visual art: similarity to natural scenes.

Joachim Denzler, C. Redies, Joachim Denzler, 2007, Spatial vision.

1/f2 Characteristics and Isotropy in the Fourier Power Spectra of Visual Art, Cartoons, Comics, Mangas, and Different Categories of Photographs

Joachim Denzler, Michael Koch, C. Redies, 2010, PloS one.

Multiple kernel Gaussian process classification for generic 3D object recognition

Joachim Denzler, Erik Rodner, Doaa Hegazy, 2010, 2010 25th International Conference of Image and Vision Computing New Zealand.

Model Based Extraction of Articulated Objects in Image Sequencesfor Gait

Joachim Denzler, Meyer, Heinrich, 2005 .

Motion compensation for three-dimensional measurements of macroscopic objects using fringe projection

Joachim Denzler, Peter Kühmstedt, Andreas Breitbarth, 2012 .

Theory of Learning with Few Examples and Object Localization

Joachim Denzler, Erik Rodner, 2009 .

Deep bilinear features for Her2 scoring in digital pathology

Joachim Denzler, Erik Rodner, Marcel Simon, 2017 .

Fully automated tracking of cardiac structures using radiopaque markers and high-frequency videofluoroscopy in an in vivo ovine model: from three-dimensional marker coordinates to quantitative analyses

Joachim Denzler, Harald Schubert, Xiaoyan Jiang, 2016, SpringerPlus.

Detection of Object Interactions in Video Sequences

Joachim Denzler, Mahesh Venkata Krishna, Ali Al-Raziqi, 2015 .

Fully convolutional networks in multimodal nonlinear microscopy images for automated detection of head and neck carcinoma: Pilot study

Joachim Denzler, Jürgen Popp, Erik Rodner, 2018, Head & neck.

An Efficient Approximation for Gaussian Process Regression

Joachim Denzler, Erik Rodner, Alexander Freytag, 2013 .