Content-based Microscopic Image Analysis

By (author) Chen Li

Extent: 196, 196 pages

Publisher: Logos Verlag Berlin

Subjects: Earth & Life Sciences , Technical Sciences: Computer Science, Engineering, IT, & Math

Series: Studien zur Mustererkennung

Series volume number: 39

Language: English

Paperback (Published)

(May 2016)

ISBN: 9783832542535

5.71 x 8.27 inches

Price: $55.00

Out of stock

Synopsis
Contributing Authors

In this dissertation, novel Content-based Microscopic Image Analysis (CBMIA) methods, including Weakly Supervised Learning (WSL), are proposed to aid biological studies. In a CBMIA task, noisy image, image rotation, and object recognition problems need to be addressed. To this end, the first approach is a general supervised learning method, which consists of image segmentation, shape feature extraction, classification, and feature fusion, leading to a semi-automatic approach. In contrast, the second approach is a WSL method, which contains Sparse Coding (SC) feature extraction, classification, and feature fusion, leading to a full-automatic approach. In this WSL approach, the problems of noisy image and object recognition are jointly resolved by a region-based classifier, and the image rotation problem is figured out through SC features. To demonstrate the usefulness and potential of the proposed methods, experiments are implemented on different practical biological tasks, including environmental microorganism classification, stem cell analysis, and insect tracking.

By (author) Chen Li

Other Titles in this Series

3-D Imaging of Coronary Vessels Using C-arm CT

Volume 48

By (author) Chris Schwemmer

Automatic Classification of Emotion-Related User States in Spontaneous Children’s Speech

Volume 28

By (author) Stefan Steidl

Analysis of Speech of People with Parkinson’s Disease

Volume 41

By (author) Juan Rafael Orozco-Arroyave

Automatic Assessment of Children Speech to Support Language Learning

Volume 30

By (author) Christian Hacker

Object Shape Generation, Representation and Matching

Volume 42

By (author) Cong Yang

Real World Approaches for Multilingual and Non-native Speech Recognition

Volume 32

By (author) Martin Raab

Automatic Assessment of Prosody in Second Language Learning

Volume 43

By (author) Florian Honig

3-D Reconstruction and Stereo Self-Calibration for Augmented Reality

Volume 22

By (author) Jochen Schmidt

3D Trajectory Extraction from 2D Videos for Human Activity Analysis

Volume 44

By (author) Zeyd Boukhers

Appearance-Based Statistical Object Recognition Including Color and Context Modeling

Volume 23

By (author) Marcin Grzegorzek

Analysis of Pathological Speech Signals

Volume 50

By (author) Tomas Arias-Vergara

Object Representation and Matching Based on Skeletons and Curves

Volume 40

By (author) Christian Feinen

Statistical iterative reconstruction and dose reduction in multi-slice computed tomography

Volume 49

By (author) Katharina Hahn

3-D Imaging of the Heart Chambers with C-arm CT. 3D-Bildgebung der Herzkammern mit C-Bogen-CT

Volume 38

By (author) Kerstin Muller

Human Activity Analysis in Visual Surveillance and Healthcare

Volume 45

By (author) Muhammad Hassan Khan

Probabilistic Modeling for Segmentation in Magnetic Resonance Images of the Human Brain

Volume 33

By (author) Michael Wels

Probabilistic Fusion of Multiple Distributed Sensors

Volume 46

By (author) Lukas Koping

Normalization of Magnetic Resonance Images and its Application to the Diagnosis of the Scoliotic Spine

Volume 34

By (author) Florian Jager

Machine Learning in Advanced Driver-Assistance Systems

Contributions to Pedestrian Detection and Adversarial Modeling

Volume 47

By (author) Farzin Ghorban

Automatic Evaluation of Tracheoesophageal Substitute Voices

Volume 25

By (author) Tino Haderlein

Similar Books

Alfonsine Astronomy

Computational Practices

Volume 3

Edited by Mathieu Husson Edited by Jose Chabas Edited by Richard Kremer Edited by Matthieu…

Ecological Conversion and the Murray River

Towards a Changed Relation with a Great River System

By (author) Emmanuel D. Bautista

Gravity

Life's Ups and Downs

By (author) David Howe

Naming Pathology from Antiquity to the Early Modern Period

Volume 20

edited by Alessandra Foscati and Michele Goyens

The New Other

Alien Intelligence and the Innovation Drive

By (author) Amy Levy

The Tabule Resolute

The Central European Type of Alfonsine Tables

Volume 4

By (author) Petr Hadrava By (author) Alena Hadravová

Transitive Media [Philosophy]

Think(er)ing Technologies in Real-Time

By (author) Wolfgang Ernst

Zoo Quest for a Dragon

By (author) David Attenborough

Zoo Quest to Guyana

By (author) David Attenborough

Jan Schröder: Recht als Wissenschaft

Ein Kommentar

Edited by Marietta Auer Edited by Ralf Seinecke Edited by Stefan Vogenauer

„Our house is on fire“

Theater / Drama / Theatertext und Klimakrise

Volume 5

Volume editor Andreas Englhart Volume editor Artur Pelka Volume editor Hannah von Sass

A Mosaic of Recollections

Memoirs of an Archaeologist

By (author) David S. Neal

Architecture Is Construction

Global Award for Sustainable Architecture

By (author) Marie-Hélène Contal By (author) Jana Revedin By (author) Marta Maccaglia

Care in an Era of New Technologies and Artificial Intelligence

Relationships in a Connected World

Volume 14

By (author) V. Nurock

City in the Cloud – Data on the Ground

The Architecture of Data (English-language)

Edited by Damjan Kokalevski Edited by Andres Lepik Edited by Cara Hähl-Pfeifer Contributions by James…

Disaster Resilience and Normalization

Facing Facts

By (author) Naomi Zack

Gardens, Flowers, and Fruit

Proceedings of the Oxford Symposium on Food and Cookery 2024

edited by Mark McWilliams

Giovanni Pontano, Commentationes in centum sententiis Ptolemaei

A Critical Edition

Volume 5

Edited by Michele Rinaldi

Global Histories of Video Game Music Technology

Volume 8

Edited by Karen M. Cook Edited by William Bibbons Edited by Fanny Rebillard

Literature and Botany

Contributions by Piotr Kociumbas Contributions by Marta Czapińska-Bambara Contributions by Siegrun Bubser Wildner Contributions by…

Mastia Tarseion Revisited

The Geographical Limits of Polybius Second Romano-Carthaginian Treaty

by Luis Silva Reneses

Materiality of Air

Edited by Tatiana Konrad

Medical Theory and Practice in Early Modern Italy

Volume 9

Edited by Sandra Cavallo Edited by John Henderson

Natural Resources in Early Modern Economies of Knowledge

Volume 40

Edited by Pietro Daniel Omodeo Edited by Helge Wendt

Nicolaus Copernicus in the Culture of Memory

Sedimentation of Knowledge

Contributions by Krzysztof Zamorski Contributions by Barbara Bienias Contributions by Radosław Sierocki Contributions by Florian-Jan…

Nicole Oresme, Traitie de l’espere

A critical edition

Volume 35

edited by Ronald Thomson

Non-Western Approaches in Environmental Humanities

Contributions by Héctor A. Peña Contributions by Anil Pradhan Contributions by Giacomo Bruni Contributions by…

Orthodox Christianity and the Study of Nature

Histories of Interaction

Volume 4

Edited by Kostas Tampakis Edited by Ronald L. Numbers

Physical Characterization of Coatings

Introduction to Rheology and Surface Analysis

By (author) Michael Osterhold

Reframing Restoration

Rwanda Re-photographed 100 Years Later or the Reconstruction of Landscape Memory

By (author) Patrick Augenstein

Science and Diplomacy

The Max Planck Society in International Politics (1945–2000)

By (author) Carola Sachse

Science and Sensibility

From the Heavens Above to the Earth Below

by David Howe

The Archaeology of Irrigation Technology and Water Management in the Islamic World

Proceedings of the Bahrain Conference, January 2024

Edited by Timothy Insoll Edited by Rachel Maclean Edited by Salman Almahari

The Digital Turn in Religious Studies

Research, Services, Infrastructures

Edited by Alberto Melloni Edited by Francesca Cadeddu

The History of the Physiologus in Early Medieval England

Volume 5

By (author) Mercedes Salvador-Bello

The People of Early Winchester

Volume 9.1

Edited by Caroline M. Stuckert

The Physics of the Mind

New Perspectives for Psychotherapists, Healers and Seekers

By (author) Phil Mollon

Waterscapes Archaeology

Multi-Scalar Human-Environment Interactions in Coastal Lagoons

Edited by Alexandra Bivolaru Edited by Daniela Cottica Edited by Christophe Morhange

Buchblogs zwischen Passion und Profession

Zur Diskursivierung digitaler literaturbezogener Anschlusskommunikation als Arbeit

By (author) Kristina Petzold

Conrad Gessner, Fossilienbuch

Ubersetzt und herausgegeben von Petra Schierl

by Conrad Gessner and edited by Petra Schierl and contributions by Urs B. Leu, Walter…

Das Klima im Lichte der Geistes- und Sozialwissenschaften

edited by Alexis Metzger, translated by Karin Becker

Des savants et des dieux I

De la divination babylonienne au miracle grec, l'emergence de la science

by Pascal Richet

Content-based Microscopic Image Analysis

Tell a Colleague/Librarian/Friend

Other Titles in this Series

Similar Books

Join the ISD Mailing List