Gunther Heidemann

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 46

Top Venues

CoRR

ICPRAM (2)

ICANN (1)

SUMAC @ ACM Multimedia

Bielefeld University, Germany (PHD)

Education History

Bielefeld University, Germany

PHD

Publications

Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction. Inf. 15 (2) (2024)
Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
Learning Disentangled Audio Representations through Controlled Synthesis. Tiny Papers @ ICLR (2024)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models. CoRR (2024)
Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
Learning Disentangled Audio Representations through Controlled Synthesis. CoRR (2024)
Leila Malihi, Gunther Heidemann
Efficient and Controllable Model Compression through Sequential Knowledge Distillation and Pruning. Big Data Cogn. Comput. 7 (3) (2023)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks. xAI (3) (2023)
Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction. CoRR (2023)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks. CoRR (2023)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models. ACML (2023)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI. CoRR (2023)
Leila Malihi, Ursula Hübner, Mats L. Richter, Maurice Moelleken, Mareike Przysucha, Dorothee Busch, Jan Heggemann, Guido Hafer, Stefan Wiemeyer, Gunther Heidemann, Joachim Dissemond, Cornelia Erfurt-Berge, Carlotta B. C. Barkhau, Achim Hendriks, Jens Hüsers
Can Synthetic Images Improve CNN Performance in Wound Image Classification? MIE (2023)
Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
Learning Disentangled Speech Representations. CoRR (2023)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI. INNS DLIA@IJCNN (2023)
Jens Hüsers, Maurice Moelleken, Mats L. Richter, Mareike Przysucha, Leila Malihi, Dorothee Busch, Nina-Alexandra Götz, Jan Heggemann, Guido Hafer, Stefan Wiemeyer, Birgit Babitsch, Gunther Heidemann, Joachim Dissemond, Cornelia Erfurt-Berge, Ursula Hübner
An Image Based Object Recognition System for Wound Detection and Classification of Diabetic Foot and Venous Leg Ulcers. MIE (2022)
Leila Malihi, Jens Hüsers, Mats L. Richter, Maurice Moelleken, Mareike Przysucha, Dorothee Busch, Jan Heggemann, Guido Hafer, Stefan Wiemeyer, Gunther Heidemann, Joachim Dissemond, Cornelia Erfurt-Berge, Ursula Hübner
Automatic Wound Type Classification with Convolutional Neural Networks. ICIMTH (2022)
Axel Schaffland, Tri Hiep Bui, Oliver Vornberger, Gunther Heidemann
New Interactive Methods for Image Registration with Applications in Repeat Photography. SUMAC @ ACM Multimedia (2020)
Michael Marino, Georg Schröter, Gunther Heidemann, Joachim Hertzberg
Hierarchical Modeling with Neurodynamical Agglomerative Analysis. ICANN (1) (2020)
Pattreeya Tanisaro, Gunther Heidemann
A very concise feature representation for time series classification understanding. MVA (2019)
Axel Schaffland, Oliver Vornberger, Gunther Heidemann
An Interactive Web Application for the Creation, Organization, and Visualization of Repeat Photographs. SUMAC @ ACM Multimedia (2019)
Pattreeya Tanisaro, Gunther Heidemann
Dimensionality Reduction for Visualization of Time Series and Trajectories. SCIA (2019)
Laura Krieger, Gunther Heidemann, Julius Schöning
Object of Interest Segmentation in Video Sequences with Gaze Data. IPAS (2018)
Julius Schöning, Gunther Heidemann
Image-based 3D Reconstruction: Neural Networks vs. Multiview Geometry. IPAS (2018)
Julius Schöning, Gunther Heidemann, Ulf Krumnack
Structure from Neuronal Networks (SfN²). J. Comput. 13 (8) (2018)
Pattreeya Tanisaro, Gunther Heidemann
An Empirical Study on Bidirectional Recurrent Neural Networks for Human Motion Recognition. TIME (2018)
Pattreeya Tanisaro, Constantin Lehman, Leon René Sütfeld, Gordon Pipa, Gunther Heidemann
Classifying Bio-Inspired Model of Point-Light Human Motion Using Echo State Networks. ICANN (1) (2017)
Julius Schöning, Xianta Jiang, Carlo Menon, Gunther Heidemann
Content-Aware 3D Reconstruction with Gaze Data. CYBCONF (2017)
Julius Schöning, Patrick Faion, Gunther Heidemann, Ulf Krumnack
Providing Video Annotations in Multimedia Containers for Visualization and Research. WACV (2017)
Julius Schöning, Thea Behrens, Patrick Faion, Peyman Kheiri, Gunther Heidemann, Ulf Krumnack
Structure from Motion by Artificial Neural Networks. SCIA (1) (2017)
Julius Schöning, Anna L. Gert, Alper Açik, Tim C. Kietzmann, Gunther Heidemann, Peter König
Exploratory Multimodal Data Analysis with Standard Multimedia Player - Multimedia Containers: A Feasible Solution to Make Multimodal Research Data Accessible to the Broad Audience. VISIGRAPP (4: VISAPP) (2017)
Pattreeya Tanisaro, Florian Mahner, Gunther Heidemann
Quasi View-Independent Human Motion Recognition in Subspaces. ICMLC (2017)
Julius Schöning, Gunther Heidemann
Ventral Stream-Inspired Process for Deriving 3D Models from Video Sequences. ICIAP Workshops (2017)
Nico Möller, Gunther Heidemann
CORVIDAE: Coreference Resolution Visual Development & Analysis Environment. SEMANTiCS (Posters, Demos, SuCCESS) (2016)
Julius Schöning, Gunther Heidemann
Image based spare parts reconstruction for repairing vital infrastructure after disasters: Creating or ordering replica of spare parts for overhauling infrastructure. GHTC (2016)
Julius Schöning, Gunther Heidemann
Bio-Inspired Architecture for Deriving 3D Models from Video Sequences. ACCV Workshops (2) (2016)
Julius Schöning, Patrick Faion, Gunther Heidemann
Pixel-wise Ground Truth Annotation in Videos - An Semi-automatic Approach for Pixel-wise and Semantic Object Annotation. ICPRAM (2016)
Julius Schöning, Patrick Faion, Gunther Heidemann, Ulf Krumnack
Eye tracking data in multimedia containers for instantaneous visualizations. ETVIS (2016)
Pattreeya Tanisaro, Gunther Heidemann
Time Series Classification Using Time Warping Invariant Echo State Networks. ICMLA (2016)
Julius Schöning, Patrick Faion, Gunther Heidemann
Interactive Feature Growing for Accurate Object Detection in Megapixel Images. ECCV Workshops (1) (2016)
Nico Möller, Gunther Heidemann
Visual Development & Analysis of Coreference Resolution Systems with CORVIDAE. VOILA@ISWC (2016)
Julius Schöning, Gunther Heidemann
Taxonomy of 3D Sensors - A Survey of State-of-the-Art Consumer 3D-Reconstruction Sensors and their Field of Applications. VISIGRAPP (3: VISAPP) (2016)
Pattreeya Tanisaro, Julius Schöning, Kuno Kurzhals, Gunther Heidemann, Daniel Weiskopf
Visual analytics for video applications. it Inf. Technol. 57 (1) (2015)
Julius Schöning, Gunther Heidemann
Interactive 3D Modeling - A Survey-based Perspective on Interactive 3D Reconstruction. ICPRAM (2) (2015)
Julia Moehrmann, Gunther Heidemann
FOREST - A Flexible Object Recognition System. ICPRAM (2) (2015)
Julius Schöning, Patrick Faion, Gunther Heidemann
Semi-automatic ground truth annotation in videos: An interactive tool for polygon-based object annotation and segmentation. K-CAP (2015)
Benjamin Höferlin, Markus Höferlin, Gunther Heidemann, Daniel Weiskopf
Scalable video visual analytics. Inf. Vis. 14 (1) (2015)
Julius Schöning, Gunther Heidemann
Evaluation of Multi-view 3D Reconstruction Software. CAIP (2) (2015)
Markus Höferlin, Benjamin Höferlin, Gunther Heidemann, Daniel Weiskopf
Interactive Schematic Summaries for Faceted Exploration of Surveillance Video. IEEE Trans. Multim. 15 (4) (2013)
Julia Moehrmann, Gunther Heidemann
Semi-automatic Image Annotation. CAIP (2) (2013)
Julia Moehrmann, Gunther Heidemann
Efficient annotation of image data sets for computer vision applications. VIGTA@AVI (2012)
Markus Höferlin, Kuno Kurzhals, Benjamin Höferlin, Gunther Heidemann, Daniel Weiskopf
Evaluation of Fast-Forward Video Visualization. IEEE Trans. Vis. Comput. Graph. 18 (12) (2012)
Sebastian Klenk, Jürgen Dippon, Andre Burkovski, Gunther Heidemann
Redundant Dictionary Spaces as a General Concept for the Analysis of Non-vectorial Data. ICDM (2012)
Benjamin Höferlin, Rudolf Netzel, Markus Höferlin, Daniel Weiskopf, Gunther Heidemann
Inter-active learning of ad-hoc classifiers for video visual analytics. IEEE VAST (2012)
Julia Moehrmann, Gunther Heidemann
Efficient Development of User-Defined Image Recognition Systems. ACCV Workshops (1) (2012)
Rita Borgo, Min Chen, Ben Daubney, Edward Grundy, Gunther Heidemann, Benjamin Höferlin, Markus Höferlin, Heike Leitte, Daniel Weiskopf, Xianghua Xie
State of the Art Report on Video-Based Graphics and Video Visualization. Comput. Graph. Forum 31 (8) (2012)
Benjamin Höferlin, Hermann Pflüger, Markus Höferlin, Gunther Heidemann, Daniel Weiskopf
Learning a Visual Attention Model for Adaptive Fast-forward in Video Surveillance. ICPRAM (2) (2012)
Andre Burkovski, Sebastian Klenk, Gunther Heidemann
Similarity Calculation with Length Delimiting Dictionary Distance. ICTAI (2011)
Michael Gabb, Otto Löhlein, Matthias F. Oberländer, Gunther Heidemann
Efficient monocular vehicle orientation estimation using a tree-based classifier. Intelligent Vehicles Symposium (2011)
Julia Moehrmann, Stefan Bernstein, Thomas Schlegel, Günter Werner, Gunther Heidemann
Improving the Usability of Hierarchical Representations for Interactively Labeling Large Image Data Sets. HCI (1) (2011)
Markus Höferlin, Benjamin Höferlin, Daniel Weiskopf, Gunther Heidemann
Uncertainty-aware video visual analytics of tracked moving objects. J. Spatial Inf. Sci. 2 (1) (2011)
Sebastian Klenk, Jürgen Dippon, Peter Fritz, Gunther Heidemann
A personalized medical information system. SEHC@ICSE (2011)
Rita Borgo, Min Chen, Ben Daubney, Edward Grundy, Gunther Heidemann, Benjamin Höferlin, Markus Höferlin, Heike Jänicke, Daniel Weiskopf, Xianghua Xie
A Survey on Video-based Graphics and Video Visualization. Eurographics (State of the Art Reports) (2011)
Markus Höferlin, Benjamin Höferlin, Daniel Weiskopf, Gunther Heidemann
Interactive schematic summaries for exploration of surveillance video. ICMR (2011)
Andre Burkovski, Wiltrud Kessler, Gunther Heidemann, Hamidreza Kobdani, Hinrich Schütze
Self Organizing Maps in NLP: Exploration of Coreference Feature Space. WSOM (2011)
Sebastian Brutzer, Benjamin Höferlin, Gunther Heidemann
Evaluation of background subtraction techniques for video surveillance. CVPR (2011)
Andre Burkovski, Gunther Heidemann
Visualization for Coreference Annotation. RANLP (2011)
Benjamin Höferlin, Markus Höferlin, Daniel Weiskopf, Gunther Heidemann
Information-based adaptive fast-forward for visual surveillance. Multim. Tools Appl. 55 (1) (2011)
Julia Moehrmann, Andre Burkovski, Evgeny Baranovskiy, Geoffrey-Alexeij Heinze, Andrej Rapoport, Gunther Heidemann
A Discussion on Visual Interactive Data Exploration Using Self-Organizing Maps. WSOM (2011)
Hamidreza Kobdani, Hinrich Schütze, Andre Burkovski, Wiltrud Kessler, Gunther Heidemann
Relational feature engineering of natural language processing. CIKM (2010)
Sebastian Klenk, Jürgen Dippon, Peter Fritz, Gunther Heidemann
Relevance based visualization of large cancer patient populations. IHI (2010)
Johann C. Rocholl, Sebastian Klenk, Gunther Heidemann
Robust 1D Barcode Recognition on Mobile Devices. ICPR (2010)
Sebastian Klenk, Dennis Thom, Gunther Heidemann
The Normalized Compression Distance as a Distance Measure in Entity Identification. ICDM (2009)
Sebastian Klenk, Gunther Heidemann
A Sparse Coding Based Similarity Measure. DMIN (2009)
Sebastian Klenk, Jürgen Dippon, Peter Fritz, Gunther Heidemann
Interactive survival analysis with the OCDM system: From development to application. Inf. Syst. Frontiers 11 (4) (2009)
Gunther Heidemann, Helge J. Ritter
On the Contribution of Compression to Visual Pattern Recognition. VISAPP (2) (2008)
Gunther Heidemann, Helge J. Ritter
Data Compression - A Generic Principle of Pattern Recognition? VISIGRAPP (Selected Papers) (2008)
Christian Bauckhage, Sven Wachsmuth, Marc Hanheide, Sebastian Wrede, Gerhard Sagerer, Gunther Heidemann, Helge J. Ritter
The visual active memory perspective on integrated recognition systems. Image Vis. Comput. 26 (1) (2008)
Johannes Imo, Sebastian Klenk, Gunther Heidemann
Interactive feature visualization for image retrieval. ICPR (2008)
Gunther Heidemann
Region saliency as a measure for colour segmentation stability. Image Vis. Comput. 26 (2) (2008)
Sebastian Klenk, Gunther Heidemann
A New Method for Principal Component Analysis of High-Dimensional Data Using Compressive Sensing. DMIN (2008)
Benedikt Kaiser, Gunther Heidemann
A Spatio-temporal Extension of the SUSAN-Filter. ICANN (1) (2008)
Benedikt Kaiser, Gunther Heidemann
Qualitative analysis of spatio-temporal event detectors. ICPR (2008)
Matthias Schöpfer, Helge J. Ritter, Gunther Heidemann
Acquisition and Application of a Tactile Database. ICRA (2007)
Benedikt Kaiser, Gunther Heidemann
Context-Free Detection of Events. SCIA (2007)
Gunther Heidemann
The Principal Components of Natural Images Revisited. IEEE Trans. Pattern Anal. Mach. Intell. 28 (5) (2006)
Gunther Heidemann
Unsupervised image categorization. Image Vis. Comput. 23 (10) (2005)
Gunther Heidemann
The long-range saliency of edge- and corner-based salient points. IEEE Trans. Image Process. 14 (11) (2005)
Holger Bekel, Gunther Heidemann, Helge J. Ritter
Interactive image data labeling using self-organizing maps in an augmented reality scenario. Neural Networks 18 (5-6) (2005)
Ingo Bax, Gunther Heidemann, Helge J. Ritter
Using Non-negative Sparse Profiles in a Hierarchical Feature Extraction Network. MVA (2005)
Gunther Heidemann
Combining spatial and colour information for content based image retrieval. Comput. Vis. Image Underst. 94 (1-3) (2004)
Holger Bekel, Ingo Bax, Gunther Heidemann, Helge J. Ritter
Adaptive Computer Vision: Online Learning for Object Recognition. DAGM-Symposium (2004)
Gunther Heidemann
Focus-of-Attention from Local Color Symmetries. IEEE Trans. Pattern Anal. Mach. Intell. 26 (7) (2004)
Gunther Heidemann, Ingo Bax, Holger Bekel
Multimodal interaction in an augmented reality scenario. ICMI (2004)
Gunther Heidemann, Holger Bekel, Ingo Bax, Axel Saalbach
Hand Gesture Recognition: Self-Organising Maps as a Graphical User Interface for the Partitioning of Large Training Data Sets. ICPR (4) (2004)
Gunther Heidemann, Robert Rae, Holger Bekel, Ingo Bax, Helge J. Ritter
Integrating context-free and context-dependent attentional mechanisms for gestural object reference. Mach. Vis. Appl. 16 (1) (2004)
Gunther Heidemann, Matthias Schöpfer
Dynamic Tactile Sensing for Object Identification. ICRA (2004)
Ingo Bax, Holger Bekel, Gunther Heidemann
Recognition of Gestural Object Reference with Auditory Feedback. ICANN (2003)
Gunther Heidemann, Robert Rae, Holger Bekel, Ingo Bax, Helge J. Ritter
Integrating Context-Free and Context-Dependent Attentional Mechanisms for Gestural Object Reference. ICVS (2003)
Gunther Heidemann, Helge J. Ritter
Learning to Recognise Objects and Situations to Control a Robot End-Effector. Künstliche Intell. 17 (2) (2003)
Gunther Heidemann, Axel Saalbach, Helge J. Ritter
Semi-automatic acquisition and labelling of image data using SOMs. ESANN (2003)
Gunther Heidemann, Helge J. Ritter
Combining gestural and contact information for visual guidance of multi-finger grasps. ESANN (2002)

Gunther Heidemann.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Gunther Heidemann