Master in Computer Vision

Deep Learning for Video

Barcelona

UPC ETSETB TelecomBCN (March 2018)

Overview of deep learning solutions for video processing. Part of a series of slides covering topics like action recognition, action detection, object tracking, object detection, scene segmentation, language and learning from videos.

Instructor

Instructor

Xavier Giró
All

Full list

Recognition

Action Recognition

Deep Learning for Video: Action Recognition (UPC 2018) from Universitat Politècnica de Catalunya
Time Loc.

Temporal Localization

Deep Learning for Video: Action Detection (UPC 2018) from Universitat Politècnica de Catalunya
Tracking

Object Tracking

Deep Learning for Video: Object Tracking (UPC 2018) from Universitat Politècnica de Catalunya
Spatial Loc.

Spatiotemporal Localization

Deep Learning for Video: Object Detection & Segmentation (UPC 2018) from Universitat Politècnica de Catalunya
Motion

Motion Estimation

Deep Learning for Video: Motion Estimation (UPC 2018) from Universitat Politècnica de Catalunya
Language

Language

Deep Learning for Video: Language (UPC 2018) from Universitat Politècnica de Catalunya
Learning

Learning from Videos

Deep Learning from Videos (UPC 2018) from Universitat Politècnica de Catalunya

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