Optimum Path Forest

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  • Publisher : Academic Press
  • Release : 17 January 2022
  • ISBN : 9780128226896
  • Page : 244 pages
  • Rating : 4.5/5 from 103 voters

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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)

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Optimum-Path Forest

Optimum-Path Forest
  • Author : Alexandre Xavier Falcao,João Paulo Papa
  • Publisher : Academic Press
  • Release Date : 2022-01-17
  • ISBN : 9780128226896
GET THIS BOOKOptimum-Path Forest

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

Graph-Based Representations in Pattern Recognition

Graph-Based Representations in Pattern Recognition
  • Author : Andrea Torsello,Francisco Escolano Ruiz,Luc Brun
  • Publisher : Springer
  • Release Date : 2009-05-12
  • ISBN : 3642021239
GET THIS BOOKGraph-Based Representations in Pattern Recognition

This volume contains the papers presented at the 7th IAPR-TC-15 Workshop onGraph-BasedRepresentationsinPatternRecognition– GbR2009.Thewo- shop was held in Venice, Italy between May 26–28, 2009. The previous wo- shops in the series were held in Lyon, France (1997), Haindorf, Austria (1999), Ischia, Italy (2001), York, UK (2003), Poitiers, France (2005), and Alicante, Spain (2007). The Technical Committee (TC15, http://www.greyc.ensicaen.fr/iapr-tc15/) of the IAPR (International Association for Pattern Recognition) was founded in order to federate and to encourage research work at the intersection of pattern recognition

VipIMAGE 2019

VipIMAGE 2019
  • Author : João Manuel R. S. Tavares,Renato Manuel Natal Jorge
  • Publisher : Springer Nature
  • Release Date : 2019-09-27
  • ISBN : 9783030320409
GET THIS BOOKVipIMAGE 2019

This book gathers full papers presented at the VipIMAGE 2019—VII ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing—held on October 16-18, 2019, in Porto, Portugal. It discusses cutting-edge methods, findings, and applications related to 3D vision, bio- and medical imaging, computer-aided diagnosis, image enhancement, image processing and analysis, virtual reality, and also describes in detail advanced image analysis techniques, such as image segmentation and feature selection, as well as statistical and geometrical modeling. The book provides both researchers

Machine Learning in Action

Machine Learning in Action
  • Author : Peter Harrington
  • Publisher : Simon and Schuster
  • Release Date : 2012-04-03
  • ISBN : 9781638352457
GET THIS BOOKMachine Learning in Action

Summary Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. About the Book A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interestingor

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
  • ISBN : 9789814656535
GET THIS BOOKHandbook of Pattern Recognition and Computer Vision (5th Edition)

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 measures. Recognition applications include character recognition and document analysis, detection of digital mammograms, remote sensing image fusion, and analysis of functional magnetic resonance imaging data, etc.

Hands-On Machine Learning with R

Hands-On Machine Learning with R
  • Author : Brad Boehmke,Brandon M. Greenwell
  • Publisher : CRC Press
  • Release Date : 2019-11-07
  • ISBN : 9781000730197
GET THIS BOOKHands-On Machine Learning with R

Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today’s most popular machine learning methods. This book serves as a practitioner’s guide to the machine learning process and is meant to help the reader learn to apply the machine learning stack within R, which includes using various R packages such as glmnet, h2o, ranger, xgboost, keras, and others to effectively model and gain insight from their data. The book

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
  • ISBN : 9789811016783
GET THIS BOOKProceedings of the International Conference on Data Engineering and Communication Technology

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 is to provide cutting-edge developments taking place in the field data engineering and communication technologies which will assist the researchers and practitioners from both academia as well as industry to

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
  • ISBN : 9783319572406
GET THIS BOOKMathematical Morphology and Its Applications to Signal and Image Processing

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 mathematics; discrete geometry and discrete topology; watershed and graph-based segmentation; trees and hierarchies; topological and graph-based clustering, classification and filtering; connected operators and attribute filters; PDE-based morphology; scale-space representations and

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
  • ISBN : 9780203128183
GET THIS BOOKComputational Vision and Medical Image Processing: VipIMAGE 2011

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

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
  • ISBN : 9780124051775
GET THIS BOOKSwarm Intelligence and Bio-Inspired Computation

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 of relevant publications. This book reviews the latest developments in swarm intelligence and bio-inspired computation from both the theory and application side, providing a complete resource that analyzes and discusses

Interpretable Machine Learning

Interpretable Machine Learning
  • Author : Christoph Molnar
  • Publisher : Lulu.com
  • Release Date : 2019
  • ISBN : 9780244768522
GET THIS BOOKInterpretable Machine Learning

Mycelium Running

Mycelium Running
  • Author : Paul Stamets
  • Publisher : Ten Speed Press
  • Release Date : 2011-03-09
  • ISBN : 9781607741244
GET THIS BOOKMycelium Running

Mycelium Running is a manual for the mycological rescue of the planet. That’s right: growing more mushrooms may be the best thing we can do to save the environment, and in this groundbreaking text from mushroom expert Paul Stamets, you’ll find out how. The basic science goes like this: Microscopic cells called “mycelium”--the fruit of which are mushrooms--recycle carbon, nitrogen, and other essential elements as they break down plant and animal debris in the creation of rich

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
  • ISBN : 9783319522777
GET THIS BOOKProgress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

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, and remote sensing. They constitute theoretical as well as applied contributions in many fields related to the main topics of the conference.

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
  • ISBN : 9783642041464
GET THIS BOOKImage Analysis and Processing -- ICIAP 2009

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 graphics and image processing, low and middle level processing, 2D and 3D segmentation, feature extraction and image analysis, object detection and recognition, video analysis and processing, pattern analysis and classification,

Economic Models of Tropical Deforestation: A Review

Economic Models of Tropical Deforestation: A Review
  • Author : David Kaimowitz,Arild Angelsen
  • Publisher : CIFOR
  • Release Date : 1998-01-01
  • ISBN : 9789798764172
GET THIS BOOKEconomic Models of Tropical Deforestation: A Review

Types of economic deforestation models. Household and firm-level models. Regional-level models. National and macro-level models. Priority areas for future research.