Optimum Path Forest

Written By Alexandre Xavier Falcao
Optimum Path Forest
  • Publsiher : Academic Press
  • Release : 17 January 2022
  • ISBN : 0128226897
  • Pages : 244 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Optimum Path Forest written by Alexandre Xavier Falcao which was release on 17 January 2022, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Optimum-Path Forest: Theory, Algorithms, and Applications was first published in 2008 in its supervised and unsupervised versions with applications in medicine and image classification. Since then, it has expanded to a variety of other applications such as remote sensing, electrical and petroleum engineering, and biology. In recent years, multi-label and semi-supervised versions were also developed to handle video classification problems. The book presents the principles, algorithms and applications of Optimum-Path Forest, giving the theory and state-of-the-art as well as insights into future directions. Presents the first book on Optimum-path Forest Shows how it can be used with Deep Learning Gives a wide range of applications Includes the methods, underlying theory and applications of Optimum-Path Forest (OPF)

Optimum Path Forest

Optimum Path Forest
  • Author : Alexandre Xavier Falcao,João Paulo Papa
  • Publisher : Academic Press
  • Release Date : 2022-01-17
  • Total pages : 244
  • ISBN : 0128226897
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Summary : Optimum-Path Forest: Theory, Algorithms, and Applications was first published in 2008 in its supervised and unsupervised versions with applications in medicine and image classification. Since then, it has expanded to a variety of other applications such as remote sensing, electrical and petroleum engineering, and biology. In recent years, multi-label and semi-supervised ...

Handbook of Pattern Recognition and Computer Vision 5th Edition

Handbook of Pattern Recognition and Computer Vision  5th Edition
  • Author : Chi-hau Chen
  • Publisher : World Scientific
  • Release Date : 2015-12-15
  • Total pages : 584
  • ISBN : 0128226897
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Summary : The book provides an up-to-date and authoritative treatment of pattern recognition and computer vision, with chapters written by leaders in the field. On the basic methods in pattern recognition and computer vision, topics range from statistical pattern recognition to array grammars to projective geometry to skeletonization, and shape and texture ...

Mathematical Morphology and Its Applications to Signal and Image Processing

Mathematical Morphology and Its Applications to Signal and Image Processing
  • Author : Jesús Angulo,Santiago Velasco-Forero,Fernand Meyer
  • Publisher : Springer
  • Release Date : 2017-04-07
  • Total pages : 500
  • ISBN : 0128226897
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Summary : This book contains the refereed proceedings of the 13th International Symposium on Mathematical Morphology, ISMM 2017, held in Fontainebleau, France, in May 2017. The 36 revised full papers presented together with 4 short papers were carefully reviewed and selected from 53 submissions. The papers are organized in topical sections on algebraic theory, max-plus and max-min ...

Computational Vision and Medical Image Processing VipIMAGE 2011

Computational Vision and Medical Image Processing  VipIMAGE 2011
  • Author : João Manuel R.S. Tavares,R.M. Natal Jorge
  • Publisher : CRC Press
  • Release Date : 2011-09-28
  • Total pages : 460
  • ISBN : 0128226897
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Summary : This book contains invited lecturers and full papers presented at VIPIMAGE 2011 - III ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (Olh Algarve, Portugal, 12-14 October 2011). International contributions from 16 countries provide a comprehensive coverage of the current state-of-the-art in: Image Processing...

Proceedings of the International Conference on Data Engineering and Communication Technology

Proceedings of the International Conference on Data Engineering and Communication Technology
  • Author : Suresh Chandra Satapathy,Vikrant Bhateja,Amit Joshi
  • Publisher : Springer
  • Release Date : 2016-08-24
  • Total pages : 841
  • ISBN : 0128226897
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Summary : This two-volume book contains research work presented at the First International Conference on Data Engineering and Communication Technology (ICDECT) held during March 10–11, 2016 at Lavasa, Pune, Maharashtra, India. The book discusses recent research technologies and applications in the field of Computer Science, Electrical and Electronics Engineering. The aim of the Proceedings ...

Swarm Intelligence and Bio Inspired Computation

Swarm Intelligence and Bio Inspired Computation
  • Author : Xin-She Yang,Zhihua Cui,Renbin Xiao,Amir Hossein Gandomi,Mehmet Karamanoglu
  • Publisher : Newnes
  • Release Date : 2013-05-16
  • Total pages : 450
  • ISBN : 0128226897
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Summary : Swarm Intelligence and bio-inspired computation have become increasing popular in the last two decades. Bio-inspired algorithms such as ant colony algorithms, bat algorithms, bee algorithms, firefly algorithms, cuckoo search and particle swarm optimization have been applied in almost every area of science and engineering with a dramatic increase of number ...

Image Analysis and Processing ICIAP 2009

Image Analysis and Processing    ICIAP 2009
  • Author : Pasquale Foggia,Carlo Sansone,Mario Vento
  • Publisher : Springer
  • Release Date : 2009-08-29
  • Total pages : 1056
  • ISBN : 0128226897
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Summary : This book constitutes the refereed proceedings of the 15th International Conference on Image Analysis and Processing, ICIAP 2009, held in Vietri sul Mare, Italy, in September 2009. The 107 revised full papers presented together with 3 invited papers were carefully reviewed and selected from 168 submissions. The papers are organized in topical sections on computer ...

Progress in Pattern Recognition Image Analysis Computer Vision and Applications

Progress in Pattern Recognition  Image Analysis  Computer Vision  and Applications
  • Author : César Beltrán-Castañón,Ingela Nyström,Fazel Famili
  • Publisher : Springer
  • Release Date : 2017-02-14
  • Total pages : 541
  • ISBN : 0128226897
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Summary : This book constitutes the refereed post-conference proceedings of the 21st Iberoamerican Congress on Pattern Recognition, CIARP 2016, held in Lima, Peru, in November 2016. The 69 papers presented were carefully reviewed and selected from 131 submissions. The papers feature research results in the areas of pattern recognition, biometrics, image processing, computer vision, speech recognition, ...

Advances in Visual Computing

Advances in Visual Computing
  • Author : George Bebis,Richard Boyle,James Klosowski,Fatih Porikli,Darko Koracin,Bahram Parvin,Jörg Peters,Laura Arns,Theresa-Marie Rhyne,Yu Ka Chun,Laura Monroe
  • Publisher : Springer Science & Business Media
  • Release Date : 2008-11-13
  • Total pages : 1173
  • ISBN : 0128226897
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Summary : The two volume set LNCS 5358 and LNCS 5359 constitutes the refereed proceedings of the 4th International Symposium on Visual Computing, ISVC 2008, held in Las Vegas, NV, USA, in December 2008. The 102 revised full papers and 70 poster papers presented together with 56 full and 8 poster papers of 8 special tracks were carefully reviewed and selected ...

Cuckoo Search and Firefly Algorithm

Cuckoo Search and Firefly Algorithm
  • Author : Xin-She Yang
  • Publisher : Springer
  • Release Date : 2013-10-31
  • Total pages : 360
  • ISBN : 0128226897
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Summary : Nature-inspired algorithms such as cuckoo search and firefly algorithm have become popular and widely used in recent years in many applications. These algorithms are flexible, efficient and easy to implement. New progress has been made in the last few years, and it is timely to summarize the latest developments of ...

Computer Analysis of Images and Patterns

Computer Analysis of Images and Patterns
  • Author : Richard Wilson,Edwin Hancock,Adrian Bors,William Smith
  • Publisher : Springer
  • Release Date : 2013-08-16
  • Total pages : 601
  • ISBN : 0128226897
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Summary : The two volume set LNCS 8047 and 8048 constitutes the refereed proceedings of the 15th International Conference on Computer Analysis of Images and Patterns, CAIP 2013, held in York, UK, in August 2013. The 142 papers presented were carefully reviewed and selected from 243 submissions. The scope of the conference spans the following areas: 3D TV, ...

Advances in Artificial Intelligence IBERAMIA 2018

Advances in Artificial Intelligence   IBERAMIA 2018
  • Author : Guillermo R. Simari,Eduardo Fermé,Flabio Gutiérrez Segura,José Antonio Rodríguez Melquiades
  • Publisher : Springer
  • Release Date : 2018-11-08
  • Total pages : 520
  • ISBN : 0128226897
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Summary : This book constitutes the refereed proceedings of the 16th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2018, held in Trujillo, Peru,in November 2018. The 41 papers presented were carefully reviewed and selected from 92 submissions. The papers are organized in the following topical sections: Knowledge Engineering, Knowledge Representation and Reasoning under Uncertainty., Multiagent Systems., ...

Progress in Pattern Recognition Image Analysis Computer Vision and Applications

Progress in Pattern Recognition  Image Analysis  Computer Vision  and Applications
  • Author : João Manuel R. S. Tavares,João Paulo Papa,Manuel González Hidalgo
  • Publisher : Springer Nature
  • Release Date : 2022-01-13
  • Total pages : 490
  • ISBN : 0128226897
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Summary : This book constitutes the proceedings of the 25th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2021, which took place during May 10–13, 2021. The conference was initially planned to take place in Porto, Portugal, but changed to a virtual event due to the COVID-19 pandemic. The 45 ...

Progress in Pattern Recognition Image Analysis Computer Vision and Applications

Progress in Pattern Recognition  Image Analysis  Computer Vision  and Applications
  • Author : César San Martin,Sang-Woon Kim
  • Publisher : Springer
  • Release Date : 2011-11-12
  • Total pages : 721
  • ISBN : 0128226897
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Summary : This book constitutes the refereed proceedings of the 16th Iberoamerican Congress on Pattern Recognition, CIARP 2011, held in Pucón, Chile, in November 2011. The 81 revised full papers presented together with 3 keynotes were carefully reviewed and selected from numerous submissions. Topics of interest covered are image processing, restoration and segmentation; computer vision; ...

Progress in Pattern Recognition Image Analysis Computer Vision and Applications

Progress in Pattern Recognition  Image Analysis  Computer Vision  and Applications
  • Author : Isabelle Bloch,Roberto M. Cesar, Jr.
  • Publisher : Springer
  • Release Date : 2010-11-02
  • Total pages : 571
  • ISBN : 0128226897
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Summary : Pattern recognition is a central topic in contemporary computer sciences, with continuously evolving topics, challenges, and methods, including machine learning, content-based image retrieval, and model- and knowledge-based - proaches, just to name a few. The Iberoamerican Congress on Pattern Recog- tion (CIARP) has become established as a high-quality conference, highlighting ...