As a major breakthrough in artificial intelligence, deep learning has achieved impressive success on solving grand challenges in many fields including speech recognition, natural language processing, computer vision, image and video processing, and multimedia.

This monograph provides a historical overview of deep learning and focuses on its applications in object recognition, detection, and segmentation, which are key challenges of computer vision and have numerous applications to images and videos. Specifically the topics covered under object recognition include image classification on ImageNet, face recognition, and video classification. In detection, the monograph covers general object detection on ImageNet, pedestrian detection, face landmark detection (face alignment), and human landmark detection (pose estimation).

Finally, within segmentation, it covers the most recent progress on scene labeling, semantic segmentation, face parsing, human parsing, and saliency detection. Concrete examples of these applications explain the key points that make deep learning outperform conventional computer vision systems.

Deep Learning in Object Recognition, Detection, and Segmentation provides a comprehensive introductory overview of a topic that is having major impact on many areas of research in signal processing, computer vision, and machine learning. This is a must-read for students and researchers new to these fields.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Descrizione libreria

Devils in the Detail (ltd) main focus is on Academic titles along with general fiction, rare, secondhand and antiquarian books.

Visita la pagina della libreria

Informazioni sull?azienda del venditore

Devils in the Detail Ltd
The Old Dairy, 12 Stephens Road, Headington, Oxford, OX3 9AY, United Kingdom

Condizioni di vendita:

Your satisfaction is very important to us and nobody likes bad feedback but we
are only human and sometimes things can go wrong. Any defects, damages, or
material differences with your item, must be reported to us within 7 days of
receipt of the item or 30 days from date of shipment. The returned merchandise
must be postmarked within 30 days of the shipment notification. Non-deliveries
must be reported within 30 days of Shipment Notification. Any items no longer
required may be returned at the b...

Ulteriori informazioni

Condizioni di spedizione:

Orders usually ship within 2 business days. Shipping costs are based on books
weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact
you to let you know extra shipping is required.

Metodi di pagamento
accettati dalla libreria

Aggiungi ai desiderata

Articoli correlati a Deep Learning in Object Recognition, Detection, and...

Deep Learning in Object Recognition, Detection, and Segmentation (Foundations and Trends (R) in Signal Processing): 23 (Foundations and Trends? in Signal Processing)

Xiaogang Wang

Nuovi - Brossura

Informazioni sull?azienda del venditore