Supervisors: Florian Kleber Status: open The human eye is sensitive to electromagnetic radiation in a limited range; depending on the amount of radiation entering the retina and individual sensitivity of the observer, a lower bound between 360 nm and 400 nm and an upper bound between 760 nm and 830 nm are assumed. Multispectral (MS) … Continue reading Multispectral Image Registration
Supervisors: Florian Kleber, Marco Peer Status: open The analysis of artistic styles is a well-established challenge in the Cultural Heritage field. Traditional artworks, such as statues and paintings, have been thoroughly studied, leading to standardized methods for identifying an artist’s style. However, historical violins present a unique case. While their main stylistic features are known, … Continue reading Stylistic Classification and Retrieval of Historical Violins and Violin Makers
Supervisor: Martin Kampel Status: open Motivation The Coin Collection of the Kunsthistorisches Museum Wien (KHM) is one of the five largest and most important coin collections in the world. With some 600,000 objects from three millennia, it contains not only coins, but also paper money, medallions, orders, etc. For research the collection is currently organized … Continue reading Database for numismatic collection of KHM
The CVL offers bachelor/master theses or student projects in the domain of deep-learning-based document analysis for papyri. Supervisor: Marco Peer Status: taken First Picture: Vesuvius Challenge Second Picture: Peer and Sablatnig, HIP’23 Third picture modified from FAU Erlangen Motivation Greek papyri, ancient documents made from a type of paper, offer valuable insights into the past. … Continue reading Deep Learning for Papyri
Reference description Example TeX Template: Reference description Informative Abstract Example TeX Template: Informative Abstract Extended Abstract Example TeX Template: IEEE Template as zip or via Overleaf (you can login via your student mail, free pro-version provided by TU) IEEE Word Template Complete Paper Example TeX Template: IEEE Template as zip or via Overleaf (you can … Continue reading Templates for Scientific Communication and Presentation (SPCOM)
Internship/Master Thesis Status: available Supervisors: Martin Kampel Problem Statement Care work in long-term care (LTC) is considered as a genuine human-centred activity, requiring empathy, emotional investment, physical encounters and intimate, trust-based relations between various care-givers and care-recipients. AI technologies are introduced in this professional field to assist care workers in their daily activities and provide an … Continue reading Bias and Explainability in Long Term Care (LTC)
Master Practical Training Project Status: not available Supervisors: Irene Ballester, Martin Kampel Problem Statement This project aims to address the challenges associated with the expensive and time-consuming annotation of 3D data by exploring a self-supervised approach for the extraction of 4D spatio-temporal features from dynamic point cloud data. Specifically, the project investigates the prediction of the … Continue reading Self-Supervised 4D Point Cloud Feature Learning for Activity Recognition
Master Practical Training Project/ Master’s thesis Status: available taken (but if you would like to work on a similar topic, contact Irene Ballester) Supervisors: Irene Ballester, Martin Kampel Problem Statement Human Activity Recognition (HAR) in computer vision, a pivotal area for healthcare, security, and robotics, often relies on privacy-invading RGB cameras. To enhance HAR accuracy while … Continue reading Human Activity Recognition from Real-World Depth Images
Status: available Supervisors: Martin Kampel Abbildungen von Kunstgegenständen finden wir in Internetdatenbanken von Auktionshäusern, Kunstsammlern, Museen, aber auch in Sozialen Medien wie Facebook oder Instagram. Diese Abbildungen können professionell erstellt worden sein, oder durch eine Handyaufnahme eines Betrachters. Es kann sich um Kopien von Abbildungen handeln, oder von einer Darstellung originaler Kunst. Gemälde, chinesische … Continue reading A(RT)I – Finding and Recognizing Artwork
Status: taken Supervisors: Marco Peer The digitization and preservation of historical documents rely on accurate transcription of handwritten text. However, historical documents often present unique challenges due to variations in writing styles and deteriorated conditions. This thesis should explore the concepts of writer identification and writer-specific style extraction within Handwritten Text Recognition (HTR) systems, focusing … Continue reading Writer Adaption for Handwritten Text Recognition of Historical Documents