Informatik Praktika

Deep Visual Tracking

Status: available Supervisor: Roman Pflugfelder Problem Statement Visual tracking is a foundational building block in almost every application from cell tracking in bioimaging, to object perception in robotic systems, to localisation in user-centric computing. Visual tracking is fascinating as it is unsolved, it is hard as it combines several difficult problems such as visual representation, adaptation … Continue reading Deep Visual Tracking

visiomics

Status: in progress Supervisor: Martin Kampel Problem Statement & Goal Neuroblastomas are one of the most common tumours in infancy. In the course of every examination, every blood test and every biopsy, information is collected in the form of measured values, images or genetic codes. Very valuable data, if evaluated and interpreted. However, the enormous quantity … Continue reading visiomics

Shot Type Classification: A fundamental base for automatic video analysis

Status: availableSupervisor: Daniel Helm, Martin Kampel Start: as soon as possible Problem Statement Automatic video content analysis is needed in many different domains such as historical film preservation or film archiving. Due to the enormous quantity of available visual media data, automatic approaches shall be used in order to find specific content in videos or … Continue reading Shot Type Classification: A fundamental base for automatic video analysis

Camera Movement Classification: A fundamental base for automatic video analysis

Status: availableSupervisor: Daniel Helm, Martin Kampel Start: as soon as possible Problem Statement Automatic video content analysis is needed in many different domains such as historical film preservation or film archiving. Due to the enormous quantity of available visual media data, automatic approaches shall be used in order to find specific content in videos or … Continue reading Camera Movement Classification: A fundamental base for automatic video analysis

Automatic Triage of Photo Collections

Status: taken Supervisor: Sebastian Zambanini Problem Statement Photo triage is the process of grouping similar photos of a large collection and finally selecting the most preferred one in each group. Especially the selection of “the” best photo of a group is challenging as the relevant image features are not obvious to identify and heavily scene-dependent. … Continue reading Automatic Triage of Photo Collections

Person Detection and Data Diversity

Status: available Supervisor: Roman Pflugfelder Problem Statement Visual person detection is a foundational building block in almost every application from pedestrian detection in surveillance and autonomous driving, to person perception in robotic systems, to human localisation in user-centric computing. Person or pedestrian detection has made a significant leap in the last years, by re-discovering the … Continue reading Person Detection and Data Diversity

Vehicle Detection in Satellite Videos

Status: available Supervisor: Roman Pflugfelder Problem Statement The robust detection of specific objects such as buildings, ships and road networks has been an important challenge in remote sensing and satellite image processing. Since 2014, a new generation of satellites allow to extend the number of object categories to smaller objects such as vehicles, aircraft and many … Continue reading Vehicle Detection in Satellite Videos

Evaluierung von Person Tracking Algorithmen auf Tiefendaten

Status: vergeben Supervisors: Rainer Planinc, Sebastian Zambanini Problemstellung Tiefendaten vereinfachen das Problem des Person Trackings in Videos durch eine deutlichere Unterscheidbarkeit von Vorder- und Hintergund der Szene. In den letzten Jahren wurden zahlreiche Methoden vorgestellt, die aber alle für bestimmte Szenarien gedacht sind und auch dahingehend evaluiert wurden. Es gibt jedoch eine Vielzahl von Parametern, … Continue reading Evaluierung von Person Tracking Algorithmen auf Tiefendaten