Joint course M2 AIC – M2 D&K “Image Mining”
Master AIC - Présentation UE "Indexation d'Images" 1 / 8
REPRESENTATION MODELS: What IS an image ?
M2 AIC – M2 D&K - Présentation UE "Image Mining" 2 / 8
SEGMENTATION AND FEATURE EXTRACTION: WHERE to represent?
3 / 8 M2 AIC – M2 D&K - Présentation UE "Image Mining"
IMAGE DESCRIPTORS: WHAT to represent?
4 / 8
[van de Weijer 06]
[Alahi 12] [Wang 13]
M2 AIC – M2 D&K - Présentation UE "Image Mining"
MACHINE LEARNING AND VISUAL RECOGNITION
5 / 8 [INRIA-Willow 08]
[Shotton 09]
M2 AIC – M2 D&K - Présentation UE "Image Mining"
SATELLITE IMAGERY DATABASES
6 / 8
Urban area
Airports
Industrial zone
Railway
Road
M2 AIC – M2 D&K - Présentation UE "Image Mining"
VIDEOS: Motion Estimation, Detection and Tracking
7 / 8 M2 AIC – M2 D&K - Présentation UE "Image Mining"
PRACTICAL MODALITIES & ORGANISATION
8 / 8
Lecturers: • Antoine Manzanera, David Filliat (ENSTA-ParisTech) • Isabelle Bloch, Henri Maître (Télécom-ParisTech) • …/… Evaluation Modalities: • Practical works • Written exam
Website: https://perso.telecom-paristech.fr/bloch/AIC/OptionsImage.html
M2 AIC – M2 D&K - Présentation UE "Image Mining"