This book constitutes the refereed proceedings of the Third MICCAI Workshop on Distributed, Collaborative, and Federated Learning, DeCaF 2022, and the Second MICCAI Workshop on Affordable AI and Healthcare, FAIR 2022,...
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ISBN:
(数字)9783031185236
ISBN:
(纸本)9783031185229
This book constitutes the refereed proceedings of the Third MICCAI Workshop on Distributed, Collaborative, and Federated Learning, DeCaF 2022, and the Second MICCAI Workshop on Affordable AI and Healthcare, FAIR 2022, held in conjunction with MICCAI 2022, in Singapore in September 2022. FAIR 2022 was held as a hybrid event.
This book contains interesting findings of some state-of-the-art research in the field of signal and imageprocessing. It contains twenty one chapters covering a wide range of signal processing applications involving ...
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ISBN:
(数字)9789811088636
ISBN:
(纸本)9789811088629
This book contains interesting findings of some state-of-the-art research in the field of signal and imageprocessing. It contains twenty one chapters covering a wide range of signal processing applications involving filtering, encoding, classification, segmentation, clustering, feature extraction, denoising, watermarking, object recognition, reconstruction and fractal analysis. Various types of signals including image, video, speech, non-speech audio, handwritten text, geometric diagram, ECG and EMG signals, MRI, PET and CT scan images, THz signals, solar wind speed signals (SWS) and photoplethysmogram (PPG) signals have been dealt with. It demonstrates how new paradigms of intelligent computing like quantum computing can be applied to process and analyze signals in a most precise and effective manner. processing of high precision signals for real time target recognition by radar and processing of brain images, ECG and EMG signals that feature in this book have significant implications in defense mechanism and medical diagnosis. There are also applications of hybrid methods, algorithms and image filters which are proving to be better than the individual techniques or algorithms. Thus the present volume, enriched in depth and variety of techniques and algorithms concerning processing of various types of signals, is likely to be used as a compact yet handy reference for the young researchers, academicians and scientists working in the domain of signal and imageprocessing and also to the post graduate students of computer science and information technology.
This book constitutes the refereed proceedings of the 9th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2013, held in Vienna, Austria, in May 2013. The 24 papers presen...
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ISBN:
(数字)9783642382215
ISBN:
(纸本)9783642382208
This book constitutes the refereed proceedings of the 9th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2013, held in Vienna, Austria, in May 2013.
The 24 papers presented in this volume were carefully reviewed and selected from 27 submissions. They are organized in topical sections named: finding subregions in graphs; graph matching; classification; graph kernels; properties of graphs; topology; graph representations, segmentation and shape; and search in graphs.
In den letzten Jahren hat sich der Workshop "Bildverarbeitung für die;Medizin" durch erfolgreiche Veranstaltungen etabliert. Ziel ist auch 2016;wieder die Darstellung aktueller Forschungsergebnisse und ...
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ISBN:
(数字)9783662494653
ISBN:
(纸本)9783662494646
In den letzten Jahren hat sich der Workshop "Bildverarbeitung für die;Medizin" durch erfolgreiche Veranstaltungen etabliert. Ziel ist auch 2016;wieder die Darstellung aktueller Forschungsergebnisse und die Vertiefung;der Gespräche zwischen Wissenschaftlern, Industrie und Anwendern. Die;Beiträge dieses Bandes - einige davon in englischer Sprache - umfassen alle;Bereiche der medizinischen Bildverarbeitung, insbesondere Bildgebung;und -akquisition, Molekulare Bildgebung, Visualisierung und Animation, Anatomische Atlanten, Patientenindividuelle Simulation und Planung, Biomechanische Modellierung, Bildverarbeitung in der Telemedizin, Bildgestützte Roboter, Chirurgische Simulatoren u.v.m.
This book contains a selection of thoroughly refereed and revised papers from the Second International ICST Conference on Digital Forensics and Cyber Crime, ICDF2C 2010, held October 4-6, 2010 in Abu Dhabi, United Ara...
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ISBN:
(数字)9783642195136
ISBN:
(纸本)9783642195129
This book contains a selection of thoroughly refereed and revised papers from the Second International ICST Conference on Digital Forensics and Cyber Crime, ICDF2C 2010, held October 4-6, 2010 in Abu Dhabi, United Arab Emirates. The field of digital forensics is becoming increasingly important for law enforcement, network security, and information assurance. It is a multidisciplinary area that encompasses a number of fields, including law, computer science, finance, networking, data mining, and criminal justice. The 14 papers in this volume describe the various applications of this technology and cover a wide range of topics including law enforcement, disaster recovery, accounting frauds, homeland security, and information warfare.
This thoroughly revised and expanded new edition now includes a more detailed treatment of the EM algorithm, a description of an efficient approximate Viterbi-training procedure, a theoretical derivation of the perple...
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ISBN:
(数字)9781447163084
ISBN:
(纸本)9781447163077;9781447171331
This thoroughly revised and expanded new edition now includes a more detailed treatment of the EM algorithm, a description of an efficient approximate Viterbi-training procedure, a theoretical derivation of the perplexity measure and coverage of multi-pass decoding based on;-best search. Supporting the discussion of the theoretical foundations of Markov modeling, special emphasis is also placed on practical algorithmic solutions. Features: introduces the formal framework for Markov models; covers the robust handling of probability quantities; presents methods for the configuration of hidden Markov models for specific application areas; describes important methods for efficient processing of Markov models, and the adaptation of the models to different tasks; examines algorithms for searching within the complex solution spaces that result from the joint application of Markov chain and hidden Markov models; reviews key applications of Markov models.
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