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Image Analysis and Recognition

Overview of attention for book
Image Analysis and Recognition
Springer International Publishing

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Adaptation Approaches in Unsupervised Learning: A Survey of the State-of-the-Art and Future Directions
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    Chapter 2 Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion
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    Chapter 3 Transferring and Compressing Convolutional Neural Networks for Face Representations
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    Chapter 4 Efficient Melanoma Detection Using Texture-Based RSurf Features
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    Chapter 5 High-Frequency Spectral Energy Map Estimation Based Gait Analysis System Using a Depth Camera for Pathology Detection
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    Chapter 6 Combining Low-Level Features of Offline Questionnaires for Handwriting Identification
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    Chapter 7 Person Profiling Using Image and Facial Attributes Analyses on Unconstrained Images Retrieved from Online Sources
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    Chapter 8 Palm Print Identification and Verification Using a Genetic-Based Feature Extraction Technique
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    Chapter 9 PCA-Based Face Recognition: Similarity Measures and Number of Eigenvectors
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    Chapter 10 Sinogram Restoration Using Confidence Maps to Reduce Metal Artifact in Computed Tomography
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    Chapter 11 Enhancement of a Turbulent Degraded Frame Using 2D-DTW Averaging
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    Chapter 12 Denoising Multi-view Images Using Non-local Means with Different Similarity Measures
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    Chapter 13 Image Denoising Using Euler-Lagrange Equations for Function-Valued Mappings
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    Chapter 14 Runtime Performance Enhancement of a Superpixel Based Saliency Detection Model
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    Chapter 15 Total Variation Minimization for Measure-Valued Images with Diffusion Spectrum Imaging as Motivation
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    Chapter 16 Quality Assessment of Spectral Reproductions: The Camera’s Perspective
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    Chapter 17 An Image Database for Design and Evaluation of Visual Quality Metrics in Synthetic Scenarios
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    Chapter 18 Perceptual Comparison of Multi-exposure High Dynamic Range and Single-Shot Camera RAW Photographs
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    Chapter 19 Objective Image Quality Measures of Degradation in Compressed Natural Images and their Comparison with Subjective Assessments
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    Chapter 20 Human Detection Based on Infrared Images in Forestry Environments
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    Chapter 21 Cell Segmentation Using Level Set Methods with a New Variance Term
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    Chapter 22 Video Object Segmentation Based on Superpixel Trajectories
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    Chapter 23 Interactive 3D Segmentation of Lymphatic Valves in Confocal Microscopic Images
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    Chapter 24 Automatic Nonlinear Filtering and Segmentation for Breast Ultrasound Images
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    Chapter 25 Phenotypic Integrated Framework for Classification of ADHD Using fMRI
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    Chapter 26 Directional Local Binary Pattern for Texture Analysis
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    Chapter 27 Kernel Likelihood Estimation for Superpixel Image Parsing
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    Chapter 28 Multinomial Sequence Based Estimation Using Contiguous Subsequences of Length Three
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    Chapter 29 Rotation Tolerant Hand Pose Recognition Using Aggregation of Gradient Orientations
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    Chapter 30 Extracting Lineage Information from Hand-Drawn Ancient Maps
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    Chapter 31 Evaluation of Stochastic Gradient Descent Methods for Nonlinear Mapping of Hyperspectral Data
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    Chapter 32 Automatic Selection of the Optimal Local Feature Detector
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    Chapter 33 Multiple Object Scene Description for the Visually Impaired Using Pre-trained Convolutional Neural Networks
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    Chapter 34 Effective Comparison Features for Pedestrian Detection
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    Chapter 35 Counting People in Crowded Scenes via Detection and Regression Fusion
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    Chapter 36 Multi-graph Based Salient Object Detection
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    Chapter 37 Analysis of Temporal Coherence in Videos for Action Recognition
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    Chapter 38 Effectiveness of Camouflage Make-Up Patterns Against Face Detection Algorithms
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    Chapter 39 A Comparative Study of Vision-Based Traffic Signs Recognition Methods
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    Chapter 40 A Copy-Move Detection Algorithm Using Binary Gradient Contours
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    Chapter 41 Object Detection and Localization Using Deep Convolutional Networks with Softmax Activation and Multi-class Log Loss
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    Chapter 42 Clustering-Based Abnormal Event Detection: Experimental Comparison for Similarity Measures’ Efficiency
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    Chapter 43 Improved DSP Matching with RPCA for Dense Correspondences
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    Chapter 44 An Approach to Improve Accuracy of Photo–to–Sketch Matching
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    Chapter 45 Bio-inspired Boosting for Moving Objects Segmentation
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    Chapter 46 A Lightweight Face Tracking System for Video Surveillance
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    Chapter 47 Single Droplet Tracking in Jet Flow
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    Chapter 48 Video Based Group Tracking and Management
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    Chapter 49 Calibration of Shared Flat Refractive Stereo Systems
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    Chapter 50 3D Structured Light Scanner on the Smartphone
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    Chapter 51 Stereo and Active-Sensor Data Fusion for Improved Stereo Block Matching
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    Chapter 52 Dense Lightfield Disparity Estimation Using Total Variation Regularization
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    Chapter 53 Target Position and Speed Estimation Using LiDAR
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    Chapter 54 Combining 3D Shape and Color for 3D Object Recognition
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    Chapter 55 Privacy-Preserving Fall Detection in Healthcare Using Shape and Motion Features from Low-Resolution RGB-D Videos
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    Chapter 56 Proprioceptive Visual Tracking of a Humanoid Robot Head Motion
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    Chapter 57 A Hybrid Top-Down Bottom-Up Approach for the Detection of Cuboid Shaped Objects
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    Chapter 58 The Impact of Convergence Cameras in a Stereoscopic System for AUVs
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    Chapter 59 Gender Recognition from Face Images Using a Fusion of SVM Classifiers
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    Chapter 60 Kinship Verification from Faces via Similarity Metric Based Convolutional Neural Network
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    Chapter 61 Combination of Topological and Local Shape Features for Writer’s Gender, Handedness and Age Classification
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    Chapter 62 Hybrid Off-Line Handwritten Signature Verification Based on Artificial Immune Systems and Support Vector Machines
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    Chapter 63 Selection of User-Dependent Cohorts Using Bezier Curve for Person Identification
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    Chapter 64 Bag of Visual Words Approach for Bleeding Detection in Wireless Capsule Endoscopy Images
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    Chapter 65 Central Medialness Adaptive Strategy for 3D Lung Nodule Segmentation in Thoracic CT Images
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    Chapter 66 A Self-learning Tumor Segmentation Method on DCE-MRI Images
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    Chapter 67 Morphological Separation of Clustered Nuclei in Histological Images
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    Chapter 68 Fitting of Breast Data Using Free Form Deformation Technique
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    Chapter 69 Domain Adaptive Classification for Compensating Variability in Histopathological Whole Slide Images
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    Chapter 70 Comparison of Flow Cytometry and Image-Based Screening for Cell Cycle Analysis
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    Chapter 71 Improving QuickBundles to Extract Anatomically Coherent White Matter Fiber-Bundles
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    Chapter 72 Automatic Rating of Perivascular Spaces in Brain MRI Using Bag of Visual Words
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    Chapter 73 White Matter Fiber-Bundle Analysis Using Non-negative Tensor Factorization
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    Chapter 74 A Flexible 2D-3D Parametric Image Registration Algorithm for Cardiac MRI
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    Chapter 75 Sparse-View CT Reconstruction Using Curvelet and TV-Based Regularization
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    Chapter 76 Estimating Ejection Fraction and Left Ventricle Volume Using Deep Convolutional Networks
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    Chapter 77 A Hybrid Model for Extracting the Aortic Valve in 3D Computerized Tomography and Its Application to Calculate a New Calcium Score Index
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    Chapter 78 Automatic Optic Disc and Fovea Detection in Retinal Images Using Super-Elliptical Convergence Index Filters
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    Chapter 79 Age-Related Macular Degeneration Detection and Stage Classification Using Choroidal OCT Images
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    Chapter 80 3D Retinal Vessel Tree Segmentation and Reconstruction with OCT Images
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    Chapter 81 Segmentation of Retinal Blood Vessels Based on Ultimate Elongation Opening
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    Chapter 82 ISauvola: Improved Sauvola’s Algorithm for Document Image Binarization
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    Chapter 83 Recognition of Handwritten Arabic Words with Dropout Applied in MDLSTM
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    Chapter 84 Direct Unsupervised Text Line Extraction from Colored Historical Manuscript Images Using DCT
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    Chapter 85 Time Series Analysis of Garment Distributions via Street Webcam
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    Chapter 86 Automatic System for Zebrafish Counting in Fish Facility Tanks
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    Chapter 87 A Lightweight Mobile System for Crop Disease Diagnosis
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    Chapter 88 Automatic Cattle Identification Using Graph Matching Based on Local Invariant Features
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    Chapter 89 An Intelligent Vision-Based System Applied to Visual Quality Inspection of Beans
Attention for Chapter 76: Estimating Ejection Fraction and Left Ventricle Volume Using Deep Convolutional Networks
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Citations

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Chapter title
Estimating Ejection Fraction and Left Ventricle Volume Using Deep Convolutional Networks
Chapter number 76
Book title
Image Analysis and Recognition
Published in
Lecture notes in computer science, July 2016
DOI 10.1007/978-3-319-41501-7_76
Book ISBNs
978-3-31-941500-0, 978-3-31-941501-7
Authors

AbdulWahab Kabani, Mahmoud R. El-Sakka

Editors

Aurélio Campilho, Fakhri Karray

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 6 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 6 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 3 50%
Student > Ph. D. Student 2 33%
Researcher 1 17%
Readers by discipline Count As %
Computer Science 2 33%
Agricultural and Biological Sciences 1 17%
Engineering 1 17%
Unknown 2 33%

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