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Decision forests for computer vision and medical image analysis

Decision forests for computer vision and medical image analysis

Material type
단행본
Personal Author
Criminisi, Antonio, 1972-. Shotton, J. (Jamie),
Title Statement
Decision forests for computer vision and medical image analysis / A. Criminisi, J. Shotton, editors.
Publication, Distribution, etc
London :   Springer,   2013.  
Physical Medium
xix, 368 p. : ill. ; 24 cm.
Series Statement
Advances in computer vision and pattern recognition,2191-6586
ISBN
9781447149286 (hbk.) 1447149289 (hbk.)
General Note
"ISSN 2191-6594 (electronic)" -- title page verso.  
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Computer vision. Computer vision in medicine. Decision making -- Data processing.
000 01083camuu2200301 a 4500
001 000045812983
005 20141014134045
008 130730s2013 enka 001 0 eng
020 ▼a 9781447149286 (hbk.)
020 ▼a 1447149289 (hbk.)
020 ▼z 9781447149293 (eBook)
035 ▼a (KERIS)BIB000013243017
040 ▼a 241048 ▼d 244002
082 0 0 ▼a 006.37 ▼2 23
084 ▼a 006.37 ▼2 DDCK
090 ▼a 006.37 ▼b D294
245 0 0 ▼a Decision forests for computer vision and medical image analysis / ▼c A. Criminisi, J. Shotton, editors.
260 ▼a London : ▼b Springer, ▼c 2013.
300 ▼a xix, 368 p. : ▼b ill. ; ▼c 24 cm.
490 0 ▼a Advances in computer vision and pattern recognition, ▼x 2191-6586
500 ▼a "ISSN 2191-6594 (electronic)" -- title page verso.
504 ▼a Includes bibliographical references and index.
650 0 ▼a Computer vision.
650 0 ▼a Computer vision in medicine.
650 0 ▼a Decision making ▼x Data processing.
700 1 ▼a Criminisi, Antonio, ▼d 1972-.
700 1 ▼a Shotton, J. ▼q (Jamie),

Holdings Information

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No. 1 Location Sejong Academic Information Center/Course Reserves/ Call Number 컴퓨터정보학과 006.37 D294 Accession No. 151322587 Availability Loan can not(reference room) Due Date Make a Reservation Service
No. 2 Location Sejong Academic Information Center/Course Reserves/ Call Number 컴퓨터정보학과 006.37 D294 Accession No. 151322588 Availability Loan can not(reference room) Due Date Make a Reservation Service

Contents information

Author Introduction

A. Criminisi(엮은이)

J. Shotton(엮은이)

Information Provided By: : Aladin

Table of Contents

Overview and Scope Notation and Terminology Part I: The Decision Forest Model Introduction: The Abstract Forest Model Classification Forests Regression Forests Density Forests Manifold Forests Semi-Supervised Classification Forests Part II: Applications in Computer Vision and Medical Image Analysis Keypoint Recognition Using Random Forests and Random Ferns V. Lepetit and P. Fua Extremely Randomized Trees and Random Subwindows for Image Classification, Annotation, and Retrieval R. Maree, L. Wehenkel and P. Geurts Class-Specific Hough Forests for Object Detection J. Gall and V. Lempitsky Hough-Based Tracking of Deformable Objects M. Godec, P. M. Roth and H. Bischof Efficient Human Pose Estimation from Single Depth Images J. Shotton, R. Girshick, A. Fitzgibbon, T. Sharp, M. Cook, M. Finocchio, R. Moore, P. Kohli, A. Criminisi, A. Kipman and A. Blake Anatomy Detection and Localization in 3D Medical Images A. Criminisi, D. Robertson, O. Pauly, B. Glocker, E. Konukoglu, J. Shotton, D. Mateus, A. Martinez Moller, S. G. Nekolla and N. Navab Semantic Texton Forests for Image Categorization and Segmentation M. Johnson, J. Shotton and R. Cipolla Semi-Supervised Video Segmentation Using Decision Forests V. Badrinarayanan, I. Budvytis and R. Cipolla Classification Forests for Semantic Segmentation of Brain Lesions in Multi-Channel MRI E. Geremia, D. Zikic, O. Clatz, B. H. Menze, B. Glocker, E. Konukoglu, J. Shotton, O. M. Thomas, S. J. Price, T. Das, R. Jena, N. Ayache and A. Criminisi Manifold Forests for Multi-Modality Classification of Alzheimer's Disease K. R. Gray, P. Aljabar, R. A. Heckemann, A. Hammers and D. Rueckert Entangled Forests and Differentiable Information Gain Maximization A. Montillo, J. Tu, J. Shotton, J. Winn, J. E. Iglesias, D. N. Metaxas, and A. Criminisi Decision Tree Fields: An Efficient Non-Parametric Random Field Model for Image Labeling S. Nowozin, C. Rother, S. Bagon, T. Sharp, B. Yao and P. Kohli Part III: Implementation and Conclusion Efficient Implementation of Decision Forests J. Shotton, D. Robertson and T. Sharp The Sherwood Software Library D. Robertson, J. Shotton and T. Sharp Conclusions


Information Provided By: : Aladin

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