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Interactive Co-segmentation of Objects in Image Collections

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Release : 2011-11-09
Genre : Computers
Kind : eBook
Book Rating : 158/5 ( reviews)

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Book Synopsis Interactive Co-segmentation of Objects in Image Collections by : Dhruv Batra

Download or read book Interactive Co-segmentation of Objects in Image Collections written by Dhruv Batra. This book was released on 2011-11-09. Available in PDF, EPUB and Kindle. Book excerpt: The authors survey a recent technique in computer vision called Interactive Co-segmentation, which is the task of simultaneously extracting common foreground objects from multiple related images. They survey several of the algorithms, present underlying common ideas, and give an overview of applications of object co-segmentation.

Image Co-segmentation

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Release : 2023-02-02
Genre : Technology & Engineering
Kind : eBook
Book Rating : 707/5 ( reviews)

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Book Synopsis Image Co-segmentation by : Avik Hati

Download or read book Image Co-segmentation written by Avik Hati. This book was released on 2023-02-02. Available in PDF, EPUB and Kindle. Book excerpt: This book presents and analyzes methods to perform image co-segmentation. In this book, the authors describe efficient solutions to this problem ensuring robustness and accuracy, and provide theoretical analysis for the same. Six different methods for image co-segmentation are presented. These methods use concepts from statistical mode detection, subgraph matching, latent class graph, region growing, graph CNN, conditional encoder–decoder network, meta-learning, conditional variational encoder–decoder, and attention mechanisms. The authors have included several block diagrams and illustrative examples for the ease of readers. This book is a highly useful resource to researchers and academicians not only in the specific area of image co-segmentation but also in related areas of image processing, graph neural networks, statistical learning, and few-shot learning.

Energy Minimization Methods in Computer Vision and Pattern Recognition

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Release : 2011-07-22
Genre : Computers
Kind : eBook
Book Rating : 938/5 ( reviews)

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Book Synopsis Energy Minimization Methods in Computer Vision and Pattern Recognition by : Yuri Boykov

Download or read book Energy Minimization Methods in Computer Vision and Pattern Recognition written by Yuri Boykov. This book was released on 2011-07-22. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR 2011, held in St. Petersburg, Russia in July , 2011. The book presents 30 revised full papers selected from a total of 52 submissions. The book is divided in sections on discrete and continuous optimization, segmentation, motion and video, learning and shape analysis.

Trends and Topics in Computer Vision

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Release : 2012-12-02
Genre : Computers
Kind : eBook
Book Rating : 407/5 ( reviews)

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Book Synopsis Trends and Topics in Computer Vision by : Kiriakos N. Kutulakos

Download or read book Trends and Topics in Computer Vision written by Kiriakos N. Kutulakos. This book was released on 2012-12-02. Available in PDF, EPUB and Kindle. Book excerpt: The two volumes LNCS 6553 and 6554 constitute the refereed post-proceedings of 7 workshops held in conjunction with the 11th European Conference on Computer Vision, held in Heraklion, Crete, Greece in September 2010. The 62 revised papers presented together with 2 invited talks were carefully reviewed and selected from numerous submissions. The second volume contains 34 revised papers selected from the following workshops: Workshop on color and Reflectance in Imaging and Computer Vision (CRICV 2010); Workshop on Media Retargeting (MRW 2010); Workshop on Reconstruction and Modeling of Large-Scale 3D Virtual Environments (RMLE 2010); and Workshop on Computer Vision on GPUs (CVGPU 2010).

Computer Vision – ECCV 2012

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Release : 2012-09-26
Genre : Computers
Kind : eBook
Book Rating : 651/5 ( reviews)

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Book Synopsis Computer Vision – ECCV 2012 by : Andrew Fitzgibbon

Download or read book Computer Vision – ECCV 2012 written by Andrew Fitzgibbon. This book was released on 2012-09-26. Available in PDF, EPUB and Kindle. Book excerpt: The seven-volume set comprising LNCS volumes 7572-7578 constitutes the refereed proceedings of the 12th European Conference on Computer Vision, ECCV 2012, held in Florence, Italy, in October 2012. The 408 revised papers presented were carefully reviewed and selected from 1437 submissions. The papers are organized in topical sections on geometry, 2D and 3D shape, 3D reconstruction, visual recognition and classification, visual features and image matching, visual monitoring: action and activities, models, optimisation, learning, visual tracking and image registration, photometry: lighting and colour, and image segmentation.

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