Towards an Evaluation and Repair Framework for Video Interpretation
B. Georis · 2003
This report is laid out as follows. Chapter 2 browses existing evaluation processes 6 and briefly describes program supervision techniques which guide our work. Our video interpretation platform is explained and illustrated in chapter 3. Chapter 4 describes the evaluation process, preceded by a video input characterization, a description of the ground truth generation and a definition of the results criteria. Chapter 5 details the global evaluation algorithm and discusses the results obtained, both for mobile object detection and tracking. Chapter 6 explains how we refined this global evaluation algorithm in the tracking case. We conclude this chapter by describing the repair methodology using this fine evaluation. Chapter 7 draws the conclusion of this work. Finally, chapter 8 indicates further work which is composed of two main research axes, the first one being the automatization of evaluation and repair and the second one being the generalization of the evaluation