High Order Models in Semantic Image Segmentation

High Order Models in Semantic Image Segmentation
Author: Ismail Ben Ayed
Publsiher: Academic Press
Total Pages: 250
Release: 2018-10
ISBN 10: 9780128053201
ISBN 13: 0128053208
Language: EN, FR, DE, ES & NL

High Order Models in Semantic Image Segmentation Book Review:

High-Order Models in Semantic Image Segmentation reviews recent developments in optimization-based methods for image segmentation, presenting several geometric and mathematical models that underlie a broad class of recent segmentation techniques. Focusing on impactful algorithms in the computer vision community in the last 10 years, the book includes sections on graph-theoretic and continuous relaxation techniques, which can compute globally optimal solutions for many problems. The book provides a practical and accessible introduction to these state-of -the-art segmentation techniques that is ideal for academics, industry researchers, and graduate students in computer vision, machine learning and medical imaging. Gives an intuitive and conceptual understanding of this mathematically involved subject by using a large number of graphical illustrations Provides the right amount of knowledge to apply sophisticated techniques for a wide range of new applications Contains numerous tables that compare different algorithms, facilitating the appropriate choice of algorithm for the intended application Presents an array of practical applications in computer vision and medical imaging Includes code for many of the algorithms that is available on the book's companion website

Advances in Information Retrieval

Advances in Information Retrieval
Author: Leif Azzopardi,Benno Stein,Norbert Fuhr,Philipp Mayr,Claudia Hauff,Djoerd Hiemstra
Publsiher: Springer
Total Pages: 881
Release: 2019-04-06
ISBN 10: 3030157121
ISBN 13: 9783030157128
Language: EN, FR, DE, ES & NL

Advances in Information Retrieval Book Review:

This two-volume set LNCS 11437 and 11438 constitutes the refereed proceedings of the 41st European Conference on IR Research, ECIR 2019, held in Cologne, Germany, in April 2019. The 48 full papers presented together with 2 keynote papers, 44 short papers, 8 demonstration papers, 8 invited CLEF papers, 11 doctoral consortium papers, 4 workshop papers, and 4 tutorials were carefully reviewed and selected from 365 submissions. They were organized in topical sections named: Modeling Relations; Classification and Search; Recommender Systems; Graphs; Query Analytics; Representation; Reproducibility (Systems); Reproducibility (Application); Neural IR; Cross Lingual IR; QA and Conversational Search; Topic Modeling; Metrics; Image IR; Short Papers; Demonstration Papers; CLEF Organizers Lab Track; Doctoral Consortium Papers; Workshops; and Tutorials.

Progress in Systems Engineering

Progress in Systems Engineering
Author: Henry Selvaraj,Dawid Zydek,Grzegorz Chmaj
Publsiher: Springer
Total Pages: 903
Release: 2014-08-12
ISBN 10: 3319084224
ISBN 13: 9783319084220
Language: EN, FR, DE, ES & NL

Progress in Systems Engineering Book Review:

This collection of proceedings from the International Conference on Systems Engineering, Las Vegas, 2014 is orientated toward systems engineering, including topics like aero-space, power systems, industrial automation and robotics, systems theory, control theory, artificial intelligence, signal processing, decision support, pattern recognition and machine learning, information and communication technologies, image processing, and computer vision as well as its applications. The volume’s main focus is on models, algorithms, and software tools that facilitate efficient and convenient utilization of modern achievements in systems engineering.

Energy Minimization Methods in Computer Vision and Pattern Recognition

Energy Minimization Methods in Computer Vision and Pattern Recognition
Author: Xue-Cheng Tai,Egil Bae,Tony F. Chan,Marius Lysaker
Publsiher: Springer
Total Pages: 506
Release: 2015-01-07
ISBN 10: 3319146122
ISBN 13: 9783319146126
Language: EN, FR, DE, ES & NL

Energy Minimization Methods in Computer Vision and Pattern Recognition Book Review:

This volume constitutes the refereed proceedings of the 10th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR 2015, held in Hong Kong, China, in January 2015. The 36 revised full papers were carefully reviewed and selected from 45 submissions. The papers are organized in topical sections on discrete and continuous optimization; image restoration and inpainting; segmentation; PDE and variational methods; motion, tracking and multiview reconstruction; statistical methods and learning; and medical image analysis.

Probabilistic Graphical Models for Computer Vision

Probabilistic Graphical Models for Computer Vision
Author: Qiang Ji
Publsiher: Academic Press
Total Pages: 294
Release: 2019-12-12
ISBN 10: 0128034955
ISBN 13: 9780128034958
Language: EN, FR, DE, ES & NL

Probabilistic Graphical Models for Computer Vision Book Review:

Probabilistic Graphical Models for Computer Vision introduces probabilistic graphical models (PGMs) for computer vision problems and teaches how to develop the PGM model from training data. This book discusses PGMs and their significance in the context of solving computer vision problems, giving the basic concepts, definitions and properties. It also provides a comprehensive introduction to well-established theories for different types of PGMs, including both directed and undirected PGMs, such as Bayesian Networks, Markov Networks and their variants. Discusses PGM theories and techniques with computer vision examples Focuses on well-established PGM theories that are accompanied by corresponding pseudocode for computer vision Includes an extensive list of references, online resources and a list of publicly available and commercial software Covers computer vision tasks, including feature extraction and image segmentation, object and facial recognition, human activity recognition, object tracking and 3D reconstruction

Image and Graphics

Image and Graphics
Author: Yao Zhao,Xiangwei Kong,David Taubman
Publsiher: Springer
Total Pages: 675
Release: 2017-12-29
ISBN 10: 3319715984
ISBN 13: 9783319715988
Language: EN, FR, DE, ES & NL

Image and Graphics Book Review:

This three-volume set LNCS 10666, 10667, and 10668 constitutes the refereed conference proceedings of the 9th International Conference on Image and Graphics, ICIG 2017, held in Shanghai, China, in September 2017. The 172 full papers were selected from 370 submissions and focus on advances of theory, techniques and algorithms as well as innovative technologies of image, video and graphics processing and fostering innovation, entrepreneurship, and networking.

PRICAI 2018 Trends in Artificial Intelligence

PRICAI 2018  Trends in Artificial Intelligence
Author: Xin Geng,Byeong-Ho Kang
Publsiher: Springer
Total Pages: 524
Release: 2018-07-30
ISBN 10: 331997310X
ISBN 13: 9783319973104
Language: EN, FR, DE, ES & NL

PRICAI 2018 Trends in Artificial Intelligence Book Review:

This two-volume set, LNAI 11012 and 11013, constitutes the thoroughly refereed proceedings of the 15th Pacific Rim Conference on Artificial Intelligence, PRICAI 2018, held in Nanjing, China, in August 2018. The 82 full papers and 58 short papers presented in these volumes were carefully reviewed and selected from 382 submissions. PRICAI covers a wide range of topics such as AI theories, technologies and their applications in the areas of social and economic importance for countries in the Pacific Rim.

Medical Image Computing and Computer Assisted Intervention MICCAI 2017

Medical Image Computing and Computer Assisted Intervention     MICCAI 2017
Author: Maxime Descoteaux,Lena Maier-Hein,Alfred Franz,Pierre Jannin,D. Louis Collins,Simon Duchesne
Publsiher: Springer
Total Pages: 785
Release: 2017-09-03
ISBN 10: 331966185X
ISBN 13: 9783319661858
Language: EN, FR, DE, ES & NL

Medical Image Computing and Computer Assisted Intervention MICCAI 2017 Book Review:

The three-volume set LNCS 10433, 10434, and 10435 constitutes the refereed proceedings of the 20th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017, held inQuebec City, Canada, in September 2017. The 255 revised full papers presented were carefully reviewed and selected from 800 submissions in a two-phase review process. The papers have been organized in the following topical sections: Part I: atlas and surface-based techniques; shape and patch-based techniques; registration techniques, functional imaging, connectivity, and brain parcellation; diffusion magnetic resonance imaging (dMRI) and tensor/fiber processing; and image segmentation and modelling. Part II: optical imaging; airway and vessel analysis; motion and cardiac analysis; tumor processing; planning and simulation for medical interventions; interventional imaging and navigation; and medical image computing. Part III: feature extraction and classification techniques; and machine learning in medical image computing.

Data Science

Data Science
Author: Xiaohui Cheng,Weipeng Jing,Xianhua Song,Zeguang Lu
Publsiher: Springer Nature
Total Pages: 687
Release: 2019-10-31
ISBN 10: 9811501181
ISBN 13: 9789811501180
Language: EN, FR, DE, ES & NL

Data Science Book Review:

This two volume set (CCIS 1058 and 1059) constitutes the refereed proceedings of the 5th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2019 held in Guilin, China, in September 2019. The 104 revised full papers presented in these two volumes were carefully reviewed and selected from 395 submissions. The papers cover a wide range of topics related to basic theory and techniques for data science including data mining; data base; net work; security; machine learning; bioinformatics; natural language processing; software engineering; graphic images; system; education; application.

Computer Vision ECCV 2012

Computer Vision     ECCV 2012
Author: Andrew Fitzgibbon,Svetlana Lazebnik,Pietro Perona,Yoichi Sato,Cordelia Schmid
Publsiher: Springer
Total Pages: 889
Release: 2012-09-26
ISBN 10: 3642337090
ISBN 13: 9783642337093
Language: EN, FR, DE, ES & NL

Computer Vision ECCV 2012 Book Review:

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 shapes, 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.

Progress in Pattern Recognition Image Analysis and Applications

Progress in Pattern Recognition  Image Analysis and Applications
Author: Luis Rueda,Domingo Mery,Josef Kittler
Publsiher: Springer
Total Pages: 972
Release: 2007-11-13
ISBN 10: 3540767258
ISBN 13: 9783540767251
Language: EN, FR, DE, ES & NL

Progress in Pattern Recognition Image Analysis and Applications Book Review:

This book constitutes the refereed proceedings of the 12th Iberoamerican Congress on Pattern Recognition, CIARP 2007, held in Valparaiso, Chile, November 13-16, 2007. The 97 revised full papers presented together with four keynote articles were carefully reviewed and selected from 200 submissions. The papers cover ongoing research and mathematical methods for pattern recognition, image analysis, and applications in areas such as computer vision, robotics, industry and health.

Learning to Understand Remote Sensing Images

Learning to Understand Remote Sensing Images
Author: Qi Wang
Publsiher: MDPI
Total Pages: 376
Release: 2019-09-30
ISBN 10: 3038976989
ISBN 13: 9783038976981
Language: EN, FR, DE, ES & NL

Learning to Understand Remote Sensing Images Book Review:

With the recent advances in remote sensing technologies for Earth observation, many different remote sensors are collecting data with distinctive properties. The obtained data are so large and complex that analyzing them manually becomes impractical or even impossible. Therefore, understanding remote sensing images effectively, in connection with physics, has been the primary concern of the remote sensing research community in recent years. For this purpose, machine learning is thought to be a promising technique because it can make the system learn to improve itself. With this distinctive characteristic, the algorithms will be more adaptive, automatic, and intelligent. This book introduces some of the most challenging issues of machine learning in the field of remote sensing, and the latest advanced technologies developed for different applications. It integrates with multi-source/multi-temporal/multi-scale data, and mainly focuses on learning to understand remote sensing images. Particularly, it presents many more effective techniques based on the popular concepts of deep learning and big data to reach new heights of data understanding. Through reporting recent advances in the machine learning approaches towards analyzing and understanding remote sensing images, this book can help readers become more familiar with knowledge frontier and foster an increased interest in this field.

Neural Information Processing

Neural Information Processing
Author: Tom Gedeon,Kok Wai Wong,Minho Lee
Publsiher: Springer Nature
Total Pages: 709
Release: 2019-12-10
ISBN 10: 3030367118
ISBN 13: 9783030367114
Language: EN, FR, DE, ES & NL

Neural Information Processing Book Review:

The three-volume set of LNCS 11953, 11954, and 11955 constitutes the proceedings of the 26th International Conference on Neural Information Processing, ICONIP 2019, held in Sydney, Australia, in December 2019. The 173 full papers presented were carefully reviewed and selected from 645 submissions. The papers address the emerging topics of theoretical research, empirical studies, and applications of neural information processing techniques across different domains. The second volume, LNCS 11954, is organized in topical sections on image processing by neural techniques; learning from incomplete data; model compression and optimisation; neural learning models; neural network applications; and social network computing.

Advances in Multimedia Information Processing PCM 2018

Advances in Multimedia Information Processing     PCM 2018
Author: Richang Hong,Wen-Huang Cheng,Toshihiko Yamasaki,Meng Wang,Chong-Wah Ngo
Publsiher: Springer
Total Pages: 835
Release: 2018-09-18
ISBN 10: 3030007677
ISBN 13: 9783030007676
Language: EN, FR, DE, ES & NL

Advances in Multimedia Information Processing PCM 2018 Book Review:

The three-volume set LNCS 101164, 11165, and 11166 constitutes the refereed proceedings of the 19th Pacific-Rim Conference on Multimedia, PCM 2018, held in Hefei, China, in September 2018. The 209 regular papers presented together with 20 special session papers were carefully reviewed and selected from 452 submissions. The papers cover topics such as: multimedia content analysis; multimedia signal processing and communications; and multimedia applications and services.

Pattern Recognition and Computer Vision

Pattern Recognition and Computer Vision
Author: Jian-Huang Lai,Cheng-Lin Liu,Xilin Chen,Jie Zhou,Tieniu Tan,Nanning Zheng,Hongbin Zha
Publsiher: Springer
Total Pages: 589
Release: 2018-11-01
ISBN 10: 3030033988
ISBN 13: 9783030033989
Language: EN, FR, DE, ES & NL

Pattern Recognition and Computer Vision Book Review:

The four-volume set LNCS 11056, 110257, 11258, and 11073 constitutes the refereed proceedings of the First Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2018, held in Guangzhou, China, in November 2018. The 179 revised full papers presented were carefully reviewed and selected from 399 submissions. The papers have been organized in the following topical sections: Part I: Biometrics, Computer Vision Application. Part II: Deep Learning. Part III: Document Analysis, Face Recognition and Analysis, Feature Extraction and Selection, Machine Learning. Part IV: Object Detection and Tracking, Performance Evaluation and Database, Remote Sensing.

Computer Vision ECCV 2016

Computer Vision     ECCV 2016
Author: Bastian Leibe,Jiri Matas,Nicu Sebe,Max Welling
Publsiher: Springer
Total Pages: 893
Release: 2016-09-15
ISBN 10: 331946454X
ISBN 13: 9783319464541
Language: EN, FR, DE, ES & NL

Computer Vision ECCV 2016 Book Review:

The eight-volume set comprising LNCS volumes 9905-9912 constitutes the refereed proceedings of the 14th European Conference on Computer Vision, ECCV 2016, held in Amsterdam, The Netherlands, in October 2016. The 415 revised papers presented were carefully reviewed and selected from 1480 submissions. The papers cover all aspects of computer vision and pattern recognition such as 3D computer vision; computational photography, sensing and display; face and gesture; low-level vision and image processing; motion and tracking; optimization methods; physics-based vision, photometry and shape-from-X; recognition: detection, categorization, indexing, matching; segmentation, grouping and shape representation; statistical methods and learning; video: events, activities and surveillance; applications. They are organized in topical sections on detection, recognition and retrieval; scene understanding; optimization; image and video processing; learning; action, activity and tracking; 3D; and 9 poster sessions.

Pattern Recognition

Pattern Recognition
Author: Tieniu Tan,Xuelong Li,Xilin Chen,Jie Zhou,Jian Yang,Hong Cheng
Publsiher: Springer
Total Pages: 783
Release: 2016-10-21
ISBN 10: 9811030022
ISBN 13: 9789811030024
Language: EN, FR, DE, ES & NL

Pattern Recognition Book Review:

The two-volume set CCIS 662 and CCIS 663 constitutes the refereed proceedings of the 7th Chinese Conference on Pattern Recognition, CCPR 2016, held in Chengdu, China, in November 2016.The 121 revised papers presented in two volumes were carefully reviewed and selected from 199 submissions. The papers are organized in topical sections on robotics; computer vision; basic theory of pattern recognition; image and video processing; speech and language; emotion recognition.

Handbook of Medical Image Computing and Computer Assisted Intervention

Handbook of Medical Image Computing and Computer Assisted Intervention
Author: S. Kevin Zhou,Daniel Rueckert,Gabor Fichtinger
Publsiher: Academic Press
Total Pages: 1072
Release: 2019-10-18
ISBN 10: 0128165863
ISBN 13: 9780128165867
Language: EN, FR, DE, ES & NL

Handbook of Medical Image Computing and Computer Assisted Intervention Book Review:

Handbook of Medical Image Computing and Computer Assisted Intervention presents important advanced methods and state-of-the art research in medical image computing and computer assisted intervention, providing a comprehensive reference on current technical approaches and solutions, while also offering proven algorithms for a variety of essential medical imaging applications. This book is written primarily for university researchers, graduate students and professional practitioners (assuming an elementary level of linear algebra, probability and statistics, and signal processing) working on medical image computing and computer assisted intervention. Presents the key research challenges in medical image computing and computer-assisted intervention Written by leading authorities of the Medical Image Computing and Computer Assisted Intervention (MICCAI) Society Contains state-of-the-art technical approaches to key challenges Demonstrates proven algorithms for a whole range of essential medical imaging applications Includes source codes for use in a plug-and-play manner Embraces future directions in the fields of medical image computing and computer-assisted intervention

Energy Minimization Methods in Computer Vision and Pattern Recognition

Energy Minimization Methods in Computer Vision and Pattern Recognition
Author: Marcello Pelillo,Edwin Hancock
Publsiher: Springer
Total Pages: 582
Release: 2018-03-23
ISBN 10: 3319781995
ISBN 13: 9783319781990
Language: EN, FR, DE, ES & NL

Energy Minimization Methods in Computer Vision and Pattern Recognition Book Review:

This volume constitutes the refereed proceedings of the 11th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR 2017, held in Venice, Italy, in October/November 2017. The 37 revised full papers were carefully reviewed and selected from 51 submissions. The papers are organized in topical sections on Clustering and Quantum Methods; Motion and Tracking; Image Processing and Segmentation; Color, Shading and Reflectance of Light; Propagation and Time-evolution; and Inference, Labeling, and Relaxation.

Signal and Image Processing for Remote Sensing

Signal and Image Processing for Remote Sensing
Author: C.H. Chen
Publsiher: CRC Press
Total Pages: 619
Release: 2012-02-22
ISBN 10: 1439855978
ISBN 13: 9781439855973
Language: EN, FR, DE, ES & NL

Signal and Image Processing for Remote Sensing Book Review:

Continuing in the footsteps of the pioneering first edition, Signal and Image Processing for Remote Sensing, Second Edition explores the most up-to-date signal and image processing methods for dealing with remote sensing problems. Although most data from satellites are in image form, signal processing can contribute significantly in extracting info