This thesis addresses multiple challenges in the field of vision-based surveillance and monitoring. This includes low-level preprocessing, multi-camera object detection, multi-object tracking as well as gait-based person identification. More precisely, methods to reliably detect people from multiple heterogeneous video sources and to track them over time in potentially crowded scenarios are studied and novel improvements are presented. All presented methods are tested on publicly available benchmark databases and significant performance improvements can be reported. Furthermore, the biometric modality of gait is used to identify people at a distance. New methods for gait signature extraction and identification are presented and show substantial performance gain over the current state-of-the-art.
Martin Hofmann Book order






- 2013
- 2011
This book constitutes the refereed proceedings of the 14th International Conference on Foundations of Software Science and computational Structures, FOSSACS 2011, held in Saarbrücken, Germany, March 26—April 3, 2011, as part of ETAPS 2011, the European Joint Conferences on Theory and Practice of Software. The 30 revised full papers presented together with one full-paper length invited talk were carefully reviewed and selected from 100 submissions. The papers are organized in topical sections on coalgebra and computability, type theory, process calculi, automata theory, semantics, binding, security, and program analysis.
- 1997
Extensional Constructs in Intensional Type Theory presents a novel approach to the treatment of equality in Martin-Loef type theory (a basis for important work in mechanised mathematics and program verification). Martin Hofmann attempts to reconcile the two different ways that type theories deal with identity types. The book will be of interest particularly to researchers with mainly theoretical interests and implementors of type theory based proof assistants, and also fourth year undergraduates who will find it useful as part of an advanced course on type theory.