Joachim Denzler

发表

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).

Nonparametric Part Transfer for Fine-Grained Recognition

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

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).

Kernel Null Space Methods for Novelty Detection

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

A New Energy Term Combining Kalman{Filter and Active Contour Models for Object Tracking

H. Niemann, Joachim Denzler, 1996 .

Pedestrian recognition using combined low-resolution depth and intensity images

S. Munder, Joachim Denzler, G. Baratoff, 2008, 2008 IEEE Intelligent Vehicles Symposium.

Croatian Fish Dataset: Fine-grained classification of fish species in their natural habitat

Marcel Simon, Joachim Denzler, Jonas Jäger, 2015 .

Active Learning for Regression Tasks with Expected Model Output Changes

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

Mixed gaits in small avian terrestrial locomotion

R. Blickhan, J. A. Nyakatura, E. Andrada, 2015, Scientific Reports.

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.

Artists portray human faces with the Fourier statistics of complex natural scenes

C. Redies, Joachim Denzler, Jan Hänisch, 2007, Network.

Part Localization by Exploiting Deep Convolutional Networks

E. Rodner, Marcel Simon, Joachim Denzler, 2014 .

Deep Learning is not a Matter of Depth but of Good Training 1

Joachim Denzler, Björn Barz, 2018 .

Evaluating the Rule of Thirds in Photographs and Paintings

C. Redies, S. A. Amirshahi, Joachim Denzler, 2014 .

[Video Instruction for Synchronous Video Recording of Mimic Movement of Patients with Facial Palsy].

Joachim Denzler, O. Guntinas-Lichius, G. Volk, 2017, Laryngo- rhino- otologie.

Reliability of grading of facial palsy using a video tutorial with synchronous video recording

Joachim Denzler, O. Mothes, O. Guntinas-Lichius, 2018, The Laryngoscope.

Boosting colored local features for generic object recognition

Joachim Denzler, D. Hegazy, 2008, Pattern Recognition and Image Analysis.

EFFICIENT MULTI-CLASS INCREMENTAL LEARNING USING GAUSSIAN PROCESSES

E. Rodner, Joachim Denzler, A. Lütz, 2012 .

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

Joachim Denzler, Marcel Brückner, F. Deinzer, 2009 .

Nonparametric One-class Classification with Gaussian Processes

E. Rodner, Joachim Denzler, M. Kemmler, 2013 .

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

Silvio, Uwe Franke, Joachim Denzler, 2020, arXiv.org.

Automatic identification of novel bacteria using Raman spectroscopy and Gaussian processes.

E. Rodner, Joachim Denzler, M. Kemmler, 2013, Analytica chimica acta.

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

Joachim Denzler, D. Haase, 2013, EURASIP Journal on Image and Video Processing.

Selection-A Classifier Independent Learning Approach

H. Niemann, Joachim Denzler, F. Deinzer, 2000 .

Robust landmark localization for facial therapy applications

Joachim Denzler, Cornelia Lanz, 2013 .

Birds of a Feather Flock Together – Local Learning of Mid-level Representations for Fine-grained Recognition

E. Rodner, Joachim Denzler, A. Freytag, 2014 .

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

Joachim Denzler, Heinrich Niemann, Rainer Deventer, 2005 .

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).

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

Joachim Denzler, Erik Rodner, Alexander Freytag, 2012 .

An Information Theoretic Approach to Optimal Sensor Data Selection for State Estimation

J. Denzler, Joachim Denzler, C. Brown, 2002 .

ATTRIBUTION OF MULTIVARIATE EXTREME EVENTS

Joachim Denzler, M. Mahecha, M. Shadaydeh, 2019 .

Detection of DogRobot Interactions in Video Sequences 1,2

Joachim Denzler, M. Krishna, Ali Al-Raziqi, 2016 .

Detection of Object Interactions in Video Sequences

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

Learning, Tracking and Recognition of 3d Objects Learning, Tracking and Recognition of 3d Objects

H. Niemann, D. Paulus, J. Hornegger, 1994 .

1 Active Knowledge — Based Scene Analysis

H. Niemann, B. Heigl, D. Paulus, 2005 .

Active Knowledge{based Scene Analysis First International Conference on Computer Vision Systems Active Knowledge{based Scene Analysis

H. Niemann, B. Heigl, D. Paulus, 1999 .

DETECTION OF MICROORGANISMS IN COMPLEX MICROSCOPY IMAGES

E. Rodner, Joachim Denzler, M. Kemmler, 2012 .

PREVIOUS WORK ON TEMPORAL VIDEO SEGMENTATION The work by Koprinksa and Carrato

Joachim Denzler, M. Körner, P. Bodesheim, 2014 .

PHOG analysis of self-similarity in aesthetic images

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

Experimental Evaluation of Relative Pose Estimation Algorithms

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

Minimum Uncertainty Triangle Paths for Multi Camera Calibration

Joachim Denzler, Ferid Bajramovic, F. Schiller, 2009 .

Predicting Landscapes from Environmental Conditions Using Generative Networks pdf

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

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.

Mixed gaits in avian terrestrial locomotion

R. Blickhan, J. A. Nyakatura, E. Andrada, 2015 .

A Reactive Architecture for Ambient E-Learning

Joachim Denzler, B. König‐Ries, C. Beckstein, 2007 .

Knowledge based image and speech analysis for service robots

H. Niemann, D. Paulus, U. Ahlrichs, 1999, Proceedings Integration of Speech and Image Understanding.

Novel computer vision algorithm for the reliable analysis of organelle morphology in whole cell 3D images--A pilot study for the quantitative evaluation of mitochondrial fragmentation in amyotrophic lateral sclerosis.

O. Witte, Joachim Denzler, H. Süße, 2015, Mitochondrion.

Automatisierte MR-Volumetrie des Bulbus olfactorius

Joachim Denzler, O. Guntinas-Lichius, T. Bitter, 2018, Laryngo-Rhino-Otologie.

Spatiotemporal model for benchmarking causal discovery algorithms

Joachim Denzler, Veronika Eyring, Christian Reimers, 2020 .

Image Classification with Small Datasets: Overview and Benchmark

Joachim Denzler, L. Iocchi, Björn Barz, 2022, IEEE Access.

ON THE APPLICATION OF LIGHT FIELDRECONSTRUCTION FOR STATISTICAL OBJECTRECOGNITIONB

Joachim Denzler, NiemannUniversit, H., 2005 .

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

Joachim Denzler, Marcel Brückner, Ferid Bajramovic, 2014, Machine Vision and Applications.

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

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

Automated Visual Monitoring of Nocturnal Insects with Light-based Camera Traps

Joachim Denzler, P. Bodesheim, G. Brehm, 2022 .

Weakly Supervised Segmentation Pretraining for Plant Cover Prediction

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

Towards Confirmable Automated Plant Cover Determination

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

Segmentation of microorganism in complex environments

E. Rodner, Joachim Denzler, M. Kemmler, 2013, Pattern Recognition and Image Analysis.

ImageNet pre-trained models with batch normalization pdf

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

Pitch determination considering laryngealization effects in spoken dialogs

B. Kahles, R. Kompe, H. Niemann, 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).

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

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

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

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

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

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

Hierarchical sensor data fusion by probabilistic cue integration for robust 3D object tracking

J. Triesch, J. Denzler, O. Kahler, 2004, 6th IEEE Southwest Symposium on Image Analysis and Interpretation, 2004..

Image-Based Modeling and Its Application in Image Processing 1

Heinrich Niemann, Benno Heigl, J. Denzler, 2004 .

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.

Tracking of Probabilistically Coupled Features

Joachim Denzler, Heinrich Niemann, Matthias Zobel, 2007 .

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.

Multi-step Entropy Based Sensor Control for Visual Object Tracking

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

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

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

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

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

On Optimal Camera Parameter Selection in Kalman Filter Based Object Tracking

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

Entropy based camera control for visual object tracking

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

Improving Object Recognition by Fusion of Multiple Views

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

Combining computer graphics and computer vision for probabilistic visual robot navigation

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

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

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

Facial motor and non-motor disabilities in patients with central facial paresis: a prospective cohort study

Joachim Denzler, C. Klingner, O. Mothes, 2018, Journal of Neurology.

Automated approximation of center of mass position in X-ray sequences of animal locomotion.

D Haase, E Andrada, J A Nyakatura, 2013, Journal of biomechanics.

COBOLT: Ein System zur datengetriebenen Verfolgung bewegter Objekte in Echtzeit

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

Real-Time Pedestrian Tracking in Natural Scenes

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

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

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

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

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

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).

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

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

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

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

Selection of Relevant Features for Raman Spectroscopy

Joachim Denzler, Michael Kemmler, Joachim Denzler, 2012 .

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.

Zuverlässigkeit von Fichten-Brettschichtholz mit modifiziertem Aufbau

Hans Joachim Blaß, H. J. Blass, J. Denzler, 2009 .

Biegefestigkeit von Brettschichtholz aus Buche

H. J. Blass, Joachim Denzler, P. Glos, 2005 .

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

Joachim Denzler, Markus Reichstein, Erik Rodner, 2016 .

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

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

Generic Object Recognition Using Boosted Combined Features

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

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

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

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

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

Probabilistisch modellierte Blicksteuerung zur Selbstlokalisation anhand natürlicher Landmarken

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

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

Prabhat, B. Stevens, Joachim Denzler, 2019, Nature.

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).

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.

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

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

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.

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).

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

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

Fine-Tuning Deep Neural Networks in Continuous Learning Scenarios

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

EVALUATING THE PERFORMANCE OF ACTIVE CONTOUR MODELS FOR REAL{TIME OBJECT TRACKING

H. Niemann, J. Denzler, H. Niemann, 2005 .

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

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

Active computer vision system

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

Automatic Plant Cover Estimation with Convolutional Neural Networks

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

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

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

MOBSY: Integration of vision and dialogue in service robots

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

An Analysis-by-Synthesis Approach to Rope Condition Monitoring

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

On minimizing errors in 3D reconstruction for stereo camera systems

H. Niemann, J. Denzler, S. Wenhardt, 2007, Pattern Recognition and Image Analysis.

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

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

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.

Selecting Influential Examples: Active Learning with Expected Model Output Changes

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

Deep bilinear features for Her2 scoring in digital pathology

Joachim Denzler, Erik Rodner, Marcel Simon, 2017 .

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..

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

Joachim Denzler, Marcel Brückner, Ferid Bajramovic, 2012, Journal of Mathematical Imaging and Vision.

Self-calibration with Partially Known Rotations

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

Rigid Motion Constraints for Tracking Planar Objects

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

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

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

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.

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.

Viewpoint Selection - Planning Optimal Sequences of Views for Object Recognition

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

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.

JenAesthetics Subjective Dataset: Analyzing Paintings by Subjective Scores

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

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

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

One-class classification with Gaussian processes

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

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

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

Active Learning for Deep Object Detection pdf

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

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.

Data-Driven Detection of General Chiasmi Using Lexical and Semantic Features

Joachim Denzler, Björn Barz, Felix Schneider, 2021, LATECHCLFL.

Generalized Orderless Pooling Performs Implicit Salient Matching

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

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).

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).

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

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

Local Novelty Detection in Multi-class Recognition Problems

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

Enhanced anomaly detection in wire ropes by combining structure and appearance

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

Combining Structure and Appearance for Anomaly Detection in Wire Ropes

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

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.

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.

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

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

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

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

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

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

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

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

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

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

Large-scale Gaussian process classification using random decision forests

J. Denzler, M. Kemmler, E. Rodner, 2012, Pattern Recognition and Image Analysis.

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

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

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.

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

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

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

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

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

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

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..

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

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

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).

Facial Landmark Localization and Feature Extraction for Therapeutic Face Exercise Classification

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

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

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

Automated Classification of Therapeutic Face Exercises using the Kinect

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

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

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

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

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

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

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

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

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

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

A Comparison of Nearest Neighbor Search Algorithms for Generic Object Recognition

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

A virtual “Werkstatt” for digitization in the sciences

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

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

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

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

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

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).

Integrating domain knowledge: using hierarchies to improve deep classifiers pdf

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

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).

Active KnowledgeóBased Scene Analysis

Joachim Denzler, Heinrich Niemann, Joachim Hornegger, 2000 .

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

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

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).

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).

Comparison of Appearance-Based Methods for Generic Object Recognition 1,2

J. Denzler, Joachim Denzler, F. W. Mattern, 2004 .

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

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

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

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

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

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

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

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

Towards Automatic Identification of Elephants in the Wild pdf

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

Beyond Global Average Pooling: Alternative Feature Aggregations for Weakly Supervised Localization

Joachim Denzler, P. Bodesheim, Matthias Körschens, 2022, VISIGRAPP.

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

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

Classifier Independent Viewpoint Selection for 3-D Object Recognition

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

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

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

Improving Data Efficiency for Plant Cover Prediction with Label Interpolation and Monte-Carlo Cropping

Joachim Denzler, S. F. Bucher, M. Korschens, 2023, DAGM.

Time-Frequency Causal Inference Uncovers Anomalous Events in Environmental Systems

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

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

Joachim Denzler, Christian Reimers, Jakob Runge, 2020 .

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.

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.

Using Common Field of View Detection for Multi Camera Calibration

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

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

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

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

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

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

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

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).

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

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

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

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

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

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

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

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

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.

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

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

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

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

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

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

Not just a matter of semantics: the relationship between visual similarity and semantic similarity

Joachim Denzler, C. Brust, 2018, ArXiv.

Interactive Image Retrieval for Biodiversity Research

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

One-Shot Learning of Object Categories Using Dependent Gaussian Processes

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

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.

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).

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

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

Tune It or Don’t Use It: Benchmarking Data-Efficient Image Classification

Joachim Denzler, L. Iocchi, Björn Barz, 2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW).

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

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

Active Knowledge-Based Scene Analysis

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

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..

Detection of dog-robot interactions in video sequences

Joachim Denzler, Ali Al-Raziqi, M. V. Krishna, 2016, Pattern Recognition and Image Analysis.

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.

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).

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

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

Classification of Microorganisms via Raman Spectroscopy Using Gaussian Processes

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

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

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

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.

SELF-CALIBRATION OF CAMERA NETWORKS: ACTIVE AND PASSIVE METHODS

Joachim Denzler, Marcel Brückner, Ferid Bajramovic, 2011 .

Application of Bayesian Controllers to Dynamic Systems

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

Exploiting Web Images for Moth Species Classification

Joachim Denzler, P. Bodesheim, D. Korsch, 2021, GI-Jahrestagung.

Classification-Specific Parts for Improving Fine-Grained Visual Categorization

Joachim Denzler, P. Bodesheim, D. Korsch, 2019, GCPR.

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

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

Instance-Weighted Transfer Learning of Active Appearance Models

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

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.

BACI: Towards a Biosphere Atmosphere Change Index - Detection of extreme events in the biosphere

Joachim Denzler, M. Reichstein, M. Mahecha, 2018 .

Maximally divergent intervals for extreme weather event detection

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

Maximally Divergent Intervals for Anomaly Detection pdf

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

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

Joachim Denzler, D. Hegazy, 2008 .

A Hierarchical Bayesian Approach for Unsupervised Cell Phenotype Clustering

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

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

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

Unsupervised Group Activity Detection by Hierarchical Dirichlet Processes

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

AUTOMATED POLYP DIFFERENTIATION ON COLOSCOPIC DATA USING SEMANTIC SEGMENTATION WITH CNNS

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

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

Joachim Denzler, P. Bodesheim, D. Korsch, 2020, GCPR.

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.

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

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

Determining the Relevance of Features for Deep Neural Networks

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

A Framework for Actively Selecting Viewpoints in Object Recognition

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

Fine-grained Recognition Datasets for Biodiversity Analysis pdf

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

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.

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).

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

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

Investigating the Consistency of Uncertainty Sampling in Deep Active Learning

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

Vegetation Segmentation in Cornfield Images Using Bag of Words

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

MOBSY: Integration of vision and dialogue in service robots

G. Stemmer, B. Heigl, D. Paulus, 2001, Machine Vision and Applications.

Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection

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

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

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

O. Witte, Joachim Denzler, H. Süße, 2015, Mitochondrion.

Learning with Few Examples by Transferring Feature Relevance

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

Counterfactual Generation with Knockoffs pdf

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

Finding discriminative features for Raman spectroscopy

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

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 .

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

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

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

Trevor Darrell, E. Rodner, Marcel Simon, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.