Hallo! Tracked shipping to Netherlands with Delivery Duty Paid for just €7 

Ship to
Netherlands
0

My Account

  • argentina
  • chile
  • colombia
  • españa
  • méxico
  • perú
  • estados unidos
  • internacional

menu

Select your country

Americas

Europe

Rest of the world

portada Deep Learning for Video Understanding
Type
Physical Book
Author
Publisher
Language
English
Pages
188
Format
Hardcover
ISBN13
9783031576782
Categories

Deep Learning for Video Understanding

Zuxuan Wu (Author) · Yu-Gang Jiang (Author) · Springer · Hardcover

Deep Learning for Video Understanding - Wu, Zuxuan ; Jiang, Yu-Gang

Cheaper New Book Imported to Netherlands
Delivery: 08 Oct - 15 Oct Shipping: 17 to 21 business days.
€ 138,44
Faster New Book Imported to Netherlands
Delivery: 05 Oct - 07 Oct Shipping: 14 to 15 business days.
€ 171,65
Import costs and 9% BTW included in the price ✅
€ 138,44

Choose the list to add your product or create one New List

Go to My Wishlists
Calculate shipping cost

Synopsis "Deep Learning for Video Understanding"

This book presents deep learning techniques for video understanding. For deep learning basics, the authors cover machine learning pipelines and notations, 2D and 3D Convolutional Neural Networks for spatial and temporal feature learning. For action recognition, the authors introduce classical frameworks for image classification, and then elaborate both image-based and clip-based 2D/3D CNN networks for action recognition. For action detection, the authors elaborate sliding windows, proposal-based detection methods, single stage and two stage approaches, spatial and temporal action localization, followed by datasets introduction. For video captioning, the authors present language-based models and how to perform sequence to sequence learning for video captioning. For unsupervised feature learning, the authors discuss the necessity of shifting from supervised learning to unsupervised learning and then introduce how to design better surrogate training tasks to learn video representations. Finally, the book introduces recent self-training pipelines like contrastive learning and masked image/video modeling with transformers. The book provides promising directions, with an aim to promote future research outcomes in the field of video understanding with deep learning.

Customers reviews

More customer reviews
  • 0% (0)
  • 0% (0)
  • 0% (0)
  • 0% (0)
  • 0% (0)

Frequently Asked Questions about the Book

Is the book original?

All books in our catalog are Original.

In what language is the book written?

The book is written in English.

What is the format of this book?

The binding of this edition is Hardcover.

Questions and Answers about the Book

Do you have a question about the book? Login to be able to add your own question.

Opinions about Bookdelivery

More customer reviews