Stephan Brehm. Image Manipulation and Image Synthesis - Applications and Use-Cases Using Deep Neural Networks. Dissertation, University of Augsburg, June 20, 2022. ( Official) [ PDF]

Philipp Harzig. Automatic Generation of Natural Language Descriptions of Visual Data: Describing Images and Videos Using Recurrent and Self-Attentive Models. Dissertation, University of Augsburg, March 4, 2022. ( Official) [ PDF]

Dan Zecha. Motion Kinematics and Dynamics Prediction Using Human Pose Estimation in Videos: Towards Automated Kinematical Profiling of Swimmers and Ski Jumpers.
Dissertation, University of Augsburg, July 10, 2019.( Official) [ PDF]

Christian Eggert. Reliable Company Logo Detection with Deep Convolutional Neural Networks Addressing the Small Object Detection Problem.
Dissertation, University of Augsburg, Feb. 8, 2019. ( Official) [ PDF ]

Fabian Richter. Virtual Reconstruction of Hand-Torn Documents using Discriminative Models.
Dissertation, University of Augsburg, Nov. 16, 2015. ( Official) [ PDF ]

Christian Ries. Automatic Object Annotations From Weakly Labeled Images.
Dissertation, University of Augsburg, Aug. 13, 2014. [ PDF ]

Stefan Romberg. Aggregating Local Features into Bundles for High-Precision Object Retrieval.
Dissertation, University of Augsburg, Dec. 13, 2013. [ PDF ]

Johannes Schels. Object Class Detection Using Part-Based Models Trained From Synthetically Generated Images.
Dissertation, University of Augsburg, Mar. 5, 2013. [ PDF ]

Eva Hörster. Topic Models for Image Retrieval on Large-Scale Databases.
Dissertation, University of Augsburg, July 14, 2009. [ PDF ]

Moritz Lachenmayer. Human Pose Estimation with Vision Transformer Backbones Operating on High Resolution Images. Jan 2024

Lennart Eing. Detecting Arbitrary Keypoints with VisionTransformer Backbones. Jan 2024

Florian Barthel. Conditional Rendering of 3D Object from 2D Images Using Deep Generative Neural Networks. March 2022

Henning Cui. Semi-Supervised Learning for Cross-Domain Semantic Segmentation Applications. November 2021.

Andre Schweiger. Visual Question Answering with Transformer Architecture. October 2021.

Jonas Rothe. Maschinell gelernte Unsicherheitsschätzungen für Sensordaten zur Absicherung automatisierter Fahrfunktionen. September 2021.

Alexander Oesterling. Textklassifizierung in Ticketsystemen: Aufbau eines neuronalen Netzwerks und Klassifikationsalgorithmus für das Open-Source-Programm OTOBO. March 2021.

Lena Korndörfer. Examination of Basic Models for Automated Captioning of Video Sequences. January 2021.

Robin Schön. Learning Semantic Segmentation from Synthetic Data using Generative Adversarial Networks. January 2021.

Christine Hulm. Image Captioning mit hierarchischen rekurrenten Netzen. December 2020.

Alessandro Russo. Analysis of Domain Adaptability for 3D Human Pose Estimation with Explicit Body Shape Models. October 2020

Simon Trieb. An Advanced View on Techniques in Visual Question Answering - Augmentation, Attention and Regularization. March 2019

Julian Manuel Zauner. Merkmalsbasierte Kantenerkennung in unstrukturierten Punktwolken. January 2019.

Roman Sraj. Gelernte Ähnlichkeit für die schnelle Rekonstruktion von zerrissenen Dokumenten. September 2018

Yulia Khlyaka.Image Captioning with Deep Neural Networks and Explicit Attention Models. August 2018.

Moritz Einfalt. An Analysis of Convolutional Pose Machines – Improvements, Extensions and Applications. June 2017. [ PDF]

Markus Wirth. Object Detection from Low-Resolution Feature Representations. March 2017

Ludwig Meyer. Erkennung korrekter Ausrichtung von Dokumentenfragmenten mittels tiefer neuronaler Netze. September 2016

Stephan Brehm. Deep Convolutional Neural Networks for Object Segmentation and Part Labeling. August 2016

Anton Winschel. Generierung von Objekthypothesen mittels tiefer Faltungsnetze. May 2016. [ PDF ]

Philipp Harzig. Implementation of Frequency Domain Convolution for the Caffe-Framework. February 2016. [ PDF ]

Roman Hehl. Visuelle Odometrie - Implementierung eines bildgestützten Verfahrens zur Berechnung der Eigenbewegung eines Einkamerasystems. May 2015.

Moritz Laudahn. Umsetzung ausgewählter Aspekte von Deformable Part Models auf FPGAs. July 2014. [ PDF ]

Quyen Hoang. Efficient Object Detection with Branch-and-Bound. June 2013.

Dan Zecha. An Analysis and Efficient Implementation of Felzenszwalb's Object Detection System. March 2013. [ PDF ]

Christian Eggert. Implementation and Evaluation of the gPb Contour Detector. August 2012. [ PDF ]

Christoph Lassner. An Analysis of Successful Approaches to Human Pose Estimation. May 2012. [ PDF ]

Georg Döhring. Estimating Planes in Images from Cellphones and noisy Sensor Data. January 2012.

Christian Loos. Vectorization of Pixel Art. January 2012. [ PDF ]

Michael Lugmair. Viewpoint Learning and Pose Estimation in Videos. June 2011.

Elnaz Alyari. Automatische Vordergrund/Hintergrundsegmentierung in Videos mit stark verrauschtem Hintergrund. April 2011.

Fabian Richter. Tag Relevance for Image Retrieval. November 2009. [ PDF ]

Christian Ries. Automatic Pose Initialization of Swimmers in Videos. April 2009. [ PDF ]

Thomas Greif. A Probabilistic Motion Model for Swimmers: A Computer Vision Approach. March 2009. [ PDF ]

Sebastian Adolf. Pitch Shifting and Time Warping.  December 2008.

Stefan Romberg. Image Retrieval on Large Community Databases. November 2008. [ PDF ]

Carde-Michaela Hackbarth. Untersuchung von Bildauswertungsalgorithmen zur Abstandsbestimmung mit Stereokamerasystemen. November 2008. [ PDF ]

Ingo Reese. Schnitterkennung für komplexe Übergänge in Videos. March 2008. [ PDF ]

Sandra Witt. Face Recognition using Bayesian Networks. September 2007.

Thomas Meidl. Audio2MIDI: A System for Converting Audio Recordings to MIDI. August 2007. [ PDF ]

Cristina Anton. Text Localization and Recognition with Salient Points in Images. May 2007.

Rui Dong. Multimedia Search Engine.  March 2007.

Viktor Schellenberg. Objektklassenerkennung mittels Boundary Fragment Model. March 2007.

Christopulu Konstadina. Automatische Klassifikation auf optischen Datenträgern. Februray 2007 (jointly with company Dr.Schwab)

Jochen Wenzel. Untersuchung zur bilddatenorientierten Regelung des Farbregisters in Rollendruckmaschinen. December 2006 (jointly with MAN Roland Druckmaschinen AG)

Jochen Lux. Learning People's Appearances from Multiple Views. September 2006. [ PDF ]

Eva Hörster. Calibration of Cameras and Displays in a Distributed Computing Platform. December 2004. [ PDF ]

Ghazi Jallouli. Test Time Adaptation of Neural Networks with a Minimum of Additional Parameters. January 2024.

Ludwig Holl. Semi-supervised neural network learning for visual relationship recognition (in German). October 2023.

Eloy da Silva Benze. Rendering and Analyzing the Human Mesh Model. September 2023

Jan Claar, Measurement of Droplets in Vaporized Fluids using Machine Learning Techniques. March 2023

Johannes Förth. Learning Semantic Segmentation from Bounding Box Annotations. March 2023.

Thomas Schmitz. Generating Synthetic Human Pose Datasets with Highly Diverse Poses. February 2023.

Marcel Nowocyn. Generierung von synthetischen Dantensätzen mit kontrollierbaren visuellen Beziehungen. January 2023

Jonathan Leis. An Evaluation of Real-Time 2D-to-3D Pose Lifting Transformers. October 2022.

Jonas Kell. Investigation of transformer architectures for geometrical graph structures and their application to two-dimensional spin systems. October 2022.

Tim Lukas Dirr. Decoder Architectures for Retraining Full Resolution in Semantic Segmentation. September 2022. [ PDF ]

Marco Riedenauer. Integrating Keypoint Classification in Semi-Supervised Human Pose Estimation. August 2022.

Dominik Schwer. Semi-Supervised Learning for Unsupervised Domain Adaptation in Semantic Segmentation. June 2022.

Johannes Moll. Analysis of Unsupervised Representation Learning for Image Classification. May 2022.

Reinhard Johannes Seidl. Analyzing Different Network Target Variants for Human Pose Estimation. March 2022.

Dominik Witoschek. Semi-Supervised 3D Human Pose Estimation via Sequence-based Pseudo Annotations. February 2022.

Orelle Nguekeng Djazet. Semi-Supervised Learning for Image Classification. February 2022.

Simon Graeber. Generating Synthetic Bounding Box Datasets with Controllable Complexity. February 2022.

Thomas Schmitz. Generating Synthetic Human Pose Datasets with Highly Diverse Poses. February 2022.

Patrick Hopf. Temporal Dynamics in Quantum Billiards Using Neural Networks (in German). January 2022.

Boodo Ba Elouga Frank Pavel. Integrating Keypoint Classification in Semi-Supervised Human Pose Estimation. November 2021.

Michael Danzer. Self-Supervised Learning for Unsupervised Domain Adaptation in Image Classification. September 2021.

Boris Hristov. Unsupervided Domain Adaptation for Semantic Segmentation using Image-to-Image Translation. September 2021.

Stefan Jung. Maximize the Recognition Performance of HRNet-like Backbones with Low Computational Complexity (in German). September 2021.

Yannick Steinhage. Robust Learning from Noisy Labels with Deep Neural Networks. May 2021.

Lena Korndörfer. Examination of Basic Models for Automated Captioning of Video Sequences. January 2021.

Florian Barthel. An Extensive Study of the StyleGAN Architecture for Deep Image Synthesis. September 2020

Maximilian Gartner. Stragegien zur Modellierung und Extraktion meschlicher Körperpunkte in Bildern mittels tiefer Faltungsnetze. August 2020.

Florian Kimmel. Analyse von Wordvektoren (Word2Vec) unter Betrachtung von verschiedenen Modellen und Datensätzen. August 2020.

Simone Pompe. Image Expansion with Deep Generative Adversarial Networks. August 2020

Joachim Wichert. Integration of AMASS into 3D Human Pose Estimation with Explicit Body Shape Models. July 2020

Georg Staber. Können 3D-Abschätzungen von 2D-Posen durch Betrachtung von Sequenzen von 2D-Posen verbessert werden? October 2019

Nikolas Klug. Effects of Pose Normalization on Weakly Supervised 3D Human Pose Estimation. September 2019

Henning Cui. Adversarial Reprojektion Networks for 3D Human Pose Estimation. September 2019

Joachim Meyer. Comparison of modern GPGPU technologies for use in image processing libraries by the example of processing polarization-camera images. September 2019. 

Thomas Glamsch. An Appplication of Dense Pose for 3D Head Pose Estimation. May 2019.

Andre Michael Schweiger. Image Super-resolution using Deep Generative Adversarial Networks. May 2019.

Jan Hüttemann. SSD with Deep Layer Aggregation for Small Company Logo Detection. March 2019.

Leon Jakob Schneider. Manipulation von Objektfarben in Bildern mit Hilfe von tiefen neuronalen Netzen. Januar 2019.

Fabio Tempelmann. Posenerhaltende Bildausrichtung für parallele nicht-überlappende Kameraansichten. November 2018.

Marcel Schneider. Tiefe neuronale Faltungsnetze zur Erkennung von Lungenkrankheiten auf Thorax-Röntgenaufnahmen. August 2018.

Martin Lautenbacher. Visualizing the Effects of Fine-Tuning in Deep Neural Networks. March 2018.

Leon Wöhrl. Logoklassifikation mit tiefen neuronalen Netzen – Eine Untersuchung des Zusammenhangs zwischen Objektgröße und Wahrnehmungsbereich. October 2017.

Daniel Bermuth. Implementierung und Evaluation von BinaryConnect. August 2017.

Leonhard Melzer. Evaluating Training Set Augmentation for Logo Recognition with Deep Convolutional Neural Networks. December 2015.

Christian Diller. Implementation and Evaluation of Spatial Pyramid Pooling in Deep Convolutional Neural Networks. October 2015.

Philipp Herrle. Sovling Square Jigsaw Puzzles with Genetic Algorithm. August 2015.

Daniel Born. Relative Positionsschätzung anderer Flugobjekte mit Hilfe von Stereokameras an Bord eines Multicoptors. July 2015.

Benedikt Jenik. Logo Detection with Deep Neural Networks Using the Caffe Framework. May 2015.

Ingo Sewing. Training and Selecting Poselets for People Detection. January 2015.

Moritz Einfalt. Decision Forests for Regression. September 2014. [ PDF]

Martin Osiadly. Effziente Implementierung eines Wavelet-basierten Algorithmus zur Entrauschung mehrkanaliger Videodaten. September 2014.

Thomas Ossowski. Unüberwachte Bestimmung von Unterkategorien aus Bildern einer Objektklasse aus unterschiedlichen Blickrichtungen. December 2013.

Anton Winschel. Random Forests zur Schätzung menschlicher Posen. November 2013.

Macro Schumacher. Suche von 3D-Teilobjekten in einer 3D-Datenbank. January 2013.

Moritz August. Partition Min-Hash. September 2012. [ PDF ]

Jennifer Seitz. Partition Min-Hash in der Bildsuche. August 2012

Jessica Seitz. Schwache geometrische Konsistenzprüfung bei der Bildsuche. August 2012

Christoph Weiß. Finding Correspondences Between Local Image Features Using Graph Matching. March 2012.

Moritz Laudahn. Ein Modell zur automatischen Bestimmung von Gelenkmittelpunkten anhand von 3D Motion Capture-Daten. August 2011. [ PDF ]

Dan Zecha. Detecting Swimmers and Estimating their Pose in a Swimming Channel. June 2011. [ PDF ]

To Quyen Hoang. Evaluating the Robustness of Local Image Features. April. 2011. [ PDF ]

Markus Neubert. Sound Fontenizer: Automatic Generation of Sample Based Wabetables for Music Synthesis. June. 2009.

Tobias Schmidl. Live Stream Audio Analysis. March 2009.

Michael Lugmair. Score Following. March. 2009. [ PDF ]

Georg Döhring. Music Retrieval with Active Learning and Support Vector Machines. September 2008.

Thomas Greif. Implementierung eines formbasierten Regionenmerkmals. September 2007. [ PDF ]

Christian X. Ries. FliDo - Ein Werkzeug zum interaktiven Herunterladen von Bildern mit der Flickr API. June 2007. [ PDF ]

Lars-Christian Larsen. Entwicklung eines Frameworks für ein Audio-Indizierungs-Plugin in der Google-Desktop-Suche. February 2007. [ PDF ]

Florian Lingenfelser. Music Genre Classification. February 2007.

Annika Schulz. Implementierung eines aktiven Lernansatzes. October 2006 [ PDF ]

Daniel Lercher. Automatische Gesichtserkennung für Filmcharaktere. September 2006 [ PDF ]

Frank Jung. Objekterkennung mit SIFT-Features. September 2006 [ PDF ]

Sebastian Adolf. Erstellung einer optimierten JAVA-GUI zur Visualisierung und Bearbeitung von Audio. February 2006 [ PDF ]