Visual Saliency: From Pixel-Level to Object-Level Analysis
Language: English
Published by Springer International Publishing, 2019
- Softcover
- New
Seller: moluna, Greven, Germanymoluna
AbeBooks seller since July 9, 2020
Condition: New
£ 42.83
Quantity: Over 20 available
Add to basketItem description from seller
Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book includes efficient algorithms based on image distance transforms for two pixel-level saliency tasks as well as applications in salient object detection and eye fixation prediction. Also included are hands-on programming exercises in digital topolo.
Seller Inventory # 256091010
- Title
- Visual Saliency: From Pixel-Level to Object-Level Analysis
- Author
- Jianming Zhang|Filip Malmberg|Stan Sclaroff
- Publisher
- Springer International Publishing
- Publication year
- 2019
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3030048306
- ISBN 13
- 9783030048303
- Seller catalogs
- Mathematik/Naturwissenschaften/Technik/Medizin
In this book, the authors present methods for both traditional and emerging saliency computation tasks, ranging from classical low-level tasks like pixel-level saliency detection to object-level tasks such as subitizing and salient object detection. For low-level tasks, the authors focus on pixel-level image processing approaches based on efficient distance transform. For object-level tasks, the authors propose data-driven methods using deep convolutional neural networks. The book includes both empirical and theoretical studies, together with implementation details of the proposed methods. Below are the key features fordifferent types of readers.
For computer vision and image processing practitioners:-
Efficient algorithms based on image distance transforms for two pixel-level saliency tasks;
-
Promising deep learning techniques for two novel object-level saliency tasks;
- Deep neural network model pre-training with synthetic data;
-
Thorough deep model analysis including useful visualization techniques and generalization tests;
-
Fully reproducible with code, models and datasets available.
For researchers interested in the intersection between digital topological theories and computer vision problems:
-
Summary of theoretic findings and analysis of Boolean map distance;
-
Theoretic algorithmic analysis;
- Applications in salient object detection and eye fixation prediction.
Students majoring in image processing, machine learning and computer vision:
This book provides up-to-date supplementary reading material for course topics like connectivity based image processing, deep learning for image processing;
Some easy-to-implement algorithms for course projects with data provided (as links in the book);
Hands-on programming exercises in digital topology and deep learning.
"Synopsis" may belong to another edition of this title.
Shipping rates from Germany to U.S.A.
| Item | 16 to 45 business days | 16 to 45 business days |
|---|---|---|
| First item | £ 42.12 | £ 42.12 |
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