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Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

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Cover of 'Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Optimal “Anti-Bayesian” Parametric Pattern Classification Using Order Statistics Criteria
  3. Altmetric Badge
    Chapter 2 An Introduction to Restricted Boltzmann Machines
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    Chapter 3 Human Activity Recognition with 2D and 3D Cameras
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    Chapter 4 Smooth Signed Distance Surface Reconstruction and Applications
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    Chapter 5 Robot, Pass Me the Scissors! How Robots Can Assist Us in the Operating Room
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    Chapter 6 Pattern Recognition in Transportation
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    Chapter 7 The Intrinsic Dimensionality of Attractiveness: A Study in Face Profiles
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    Chapter 8 A Hybrid of Principal Component Analysis and Partial Least Squares for Face Recognition across Pose
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    Chapter 9 Gender Classification in Large Databases
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    Chapter 10 Combining Face and Facial Feature Detectors for Face Detection Performance Improvement
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    Chapter 11 Randomized Face Recognition on Partially Occluded Images
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    Chapter 12 Face Recognition: Would Going Back to Functional Nature Be a Good Idea?
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    Chapter 13 Dissimilarity Representations Based on Multi-Block LBP for Face Detection
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    Chapter 14 On the Vulnerability of Iris-Based Systems to a Software Attack Based on a Genetic Algorithm
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    Chapter 15 On the Robustness of Kernel-Based Clustering
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    Chapter 16 An Improved Multi-Class Spectral Clustering Based on Normalized Cuts
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    Chapter 17 A Simple Hybrid Method for Semi-Supervised Learning
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    Chapter 18 Clustering of Incomplete Data and Evaluation of Clustering Quality
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    Chapter 19 A New Classifier Combination Scheme Using Clustering Ensemble
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    Chapter 20 Nested Dichotomies Based on Clustering
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    Chapter 21 Combining Re-Ranking and Rank Aggregation Methods
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    Chapter 22 Extracting Understandable 3D Object Groups with Multiple Similarity Metrics
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    Chapter 23 Semantic Representation of Geospatial Objects Using Multiples Knowledge Domains
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    Chapter 24 Feature Extraction and Classification for Insect Footprint Recognition
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    Chapter 25 Vector Transition Classes Generation from Fuzzy Overlapping Classes
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    Chapter 26 Infant Cry Classification Using Genetic Selection of a Fuzzy Model
  28. Altmetric Badge
    Chapter 27 Intention, Context and Gesture Recognition for Sterile MRI Navigation in the Operating Room
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    Chapter 28 Facilitated Gesture Recognition Based Interfaces for People with Upper Extremity Physical Impairments
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    Chapter 29 A Performance Evaluation of HMM and DTW for Gesture Recognition
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    Chapter 30 Human Gait Identification Using Persistent Homology
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    Chapter 31 STOP: Space-Time Occupancy Patterns for 3D Action Recognition from Depth Map Sequences
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    Chapter 32 Human Activity Recognition by Class Label LLE
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    Chapter 33 Fast Non-parametric Action Recognition
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    Chapter 34 An Human-Computer Interface Using Facial Gestures for the Game of Truco
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    Chapter 35 Using Word Graphs as Intermediate Representation of Uttered Sentences
  37. Altmetric Badge
    Chapter 36 Image Classification Using Frequent Approximate Subgraphs
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    Chapter 37 Using Rough Sets and Maximum Similarity Graphs for Nearest Prototype Classification
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    Chapter 38 Hierarchical Elastic Graph Matching for Hand Gesture Recognition
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    Chapter 39 On Speeding up Frequent Approximate Subgraph Mining
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    Chapter 40 Segmentation of Building Facade Domes
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    Chapter 41 Human Relative Position Detection Based on Mutual Occlusion
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    Chapter 42 Online Matrix Factorization for Multimodal Image Retrieval
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    Chapter 43 Improved HSI Color Space for Color Image Segmentation
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    Chapter 44 Wavelet-FFT Filter Applied to Non Uniformity Correction in Infrared Imaging System
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    Chapter 45 Concealing Damaged Coded Images Using Improved FSE with Critical Support Area
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    Chapter 46 Sketchable Histograms of Oriented Gradients for Object Detection
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    Chapter 47 Supervised Biometric System Using Multimodal Compression Scheme
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    Chapter 48 A New Morphological Measure of Histogram Bimodality
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    Chapter 49 Street Detection with Asymmetric Haar Features
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    Chapter 50 Automatic Camera Pose Recognition in Planar View Scenarios
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    Chapter 51 Texture Image Retrieval Based on Log-Gabor Features
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    Chapter 52 Image Retrieval Using Low Level Features of Object Regions with Application to Partially Occluded Images
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    Chapter 53 Continuous Multi-way Shape Measure for Dissimilarity Representation
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    Chapter 54 Improving Spider Recognition Based on Biometric Web Analysis
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    Chapter 55 Legume Identification by Leaf Vein Images Classification
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    Chapter 56 CAR-NF + : An Improved Version of CAR-NF Classifier
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    Chapter 57 Recognition of Patterns of Health Problems and Falls in the Elderly Using Data Mining
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    Chapter 58 SVMTOCP: A Binary Tree Base SVM Approach through Optimal Multi-class Binarization
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    Chapter 59 On the Comparison of Structured Data
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    Chapter 60 A Modification of the Lernmatrix for Real Valued Data Processing
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    Chapter 61 Automatic Design of Binary W-Operators Using Artificial Feed-Forward Neural Networks Based on the Weighted Mean Square Error Cost Function
  63. Altmetric Badge
    Chapter 62 On Using Asymmetry Information for Classification in Extended Dissimilarity Spaces
  64. Altmetric Badge
    Chapter 63 Improving Convergence of Restricted Boltzmann Machines via a Learning Adaptive Step Size
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    Chapter 64 Robust Asymmetric Adaboost
  66. Altmetric Badge
    Chapter 65 Enhancing the Performance of AdaBoost Algorithms by Introducing a Frequency Counting Factor for Weight Distribution Updating
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    Chapter 66 Significative Learning Using Alpha-Beta Associative Memories
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    Chapter 67 Early Visual Processing for Pattern Recognition in Natural Environments
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    Chapter 68 Motor Intention Recognition in EEG: In Pursuit of a Relevant Feature Set
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    Chapter 69 Bag of Features for Automatic Classification of Alzheimer’s Disease in Magnetic Resonance Images
  71. Altmetric Badge
    Chapter 70 An Automatic Segmentation Approach of Epithelial Cells Nuclei
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    Chapter 71 Evaluation and Selection of Morphological Procedures for Automatic Detection of Micro-calcifications in Mammography Images
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    Chapter 72 Detection of Chickenpox Vesicles in Digital Images of Skin Lesions
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    Chapter 73 Real-Time On-Board Image Processing Using an Embedded GPU for Monocular Vision-Based Navigation
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    Chapter 74 Hardware/Software Co-design for Real Time Embedded Image Processing: A Case Study
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    Chapter 75 Dynamic Textures Segmentation with GPU
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    Chapter 76 Fast Tracking Algorithm with Borders 1-D Histogram Correlation
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    Chapter 77 Disparity Confidence Measures on Engineered and Outdoor Data
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    Chapter 78 Speckle Reduction Using Stochastic Distances
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    Chapter 79 Automatic Classification of Volcanic Earthquakes in HMM-Induced Vector Spaces
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    Chapter 80 Building Change Detection from Uniform Regions
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    Chapter 81 Generalized Statistical Complexity of SAR Imagery
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    Chapter 82 New Metrics to Evaluate Pattern Recognition in Remote Sensing Images
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    Chapter 83 Polarimetric SAR Image Smoothing with Stochastic Distances
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    Chapter 84 Recognition and Real-Time Detection of Blinking Eyes on Electroencephalographic Signals Using Wavelet Transform
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    Chapter 85 Finite Rank Series Modeling for Discrimination of Non-stationary Signals
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    Chapter 86 Quaternionic Analytic Signal Using Atomic Functions
  88. Altmetric Badge
    Chapter 87 Separation and Classification of Harmonic Sounds for Singing Voice Detection
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    Chapter 88 Online Signature Verification Based on Legendre Series Representation. Consistency Analysis of Different Feature Combinations
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    Chapter 89 Gaussian Selection for Speaker Recognition Using Cumulative Vectors
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    Chapter 90 Speaker Recognition Using a Binary Representation and Specificities Models
  92. Altmetric Badge
    Chapter 91 Analysis of the Multifractal Nature of Speech Signals
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    Chapter 92 Beam-Search Formant Tracking Algorithm Based on Trajectory Functions for Continuous Speech
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    Chapter 93 Multi-level Modeling of Manuscripts for Authorship Identification with Collective Decision Systems
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    Chapter 94 Extraction of Stationary Spectral Components Using Stochastic Variability
  96. Altmetric Badge
    Chapter 95 Finding Edges by a Contrario Detection of Periodic Subsequences
  97. Altmetric Badge
    Chapter 96 A Non Bayesian Predictive Approach for Functional Calibration
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    Chapter 97 Classifier Combination Using Random Walks on the Space of Concepts
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    Chapter 98 Stochastic Approaches of Minimum Distance Method for Region Based Classification
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    Chapter 99 Skills Assessment of Users in Medical Training Based on Virtual Reality Using Bayesian Networks
  101. Altmetric Badge
    Chapter 100 New Strategies for Evaluating the Performance of Typical Testor Algorithms
  102. Altmetric Badge
    Chapter 101 Hierarchies and Climbing Energies
  103. Altmetric Badge
    Chapter 102 A Method for Reducing the Cardinality of the Pareto Front
  104. Altmetric Badge
    Chapter 103 Feature Selection by Relevance Analysis for Abandoned Object Classification
  105. Altmetric Badge
    Chapter 104 Fusion of Local and Global Descriptors for Content-Based Image and Video Retrieval
  106. Altmetric Badge
    Chapter 105 Speed Estimation Thanks to Two Images from One Stationary Camera
  107. Altmetric Badge
    Chapter 106 An Algorithm for Highlights Identification and Summarization of Broadcast Soccer Videos
  108. Altmetric Badge
    Chapter 107 Bubble Identification Based on High Speed Videometry Data: Algorithm and Validation
  109. Altmetric Badge
    Chapter 108 Object and Gesture Recognition to Assist Children with Autism during the Discrimination Training
  110. Altmetric Badge
    Chapter 109 Pedestrian Detection Using a Feature Space Based on Colored Level Lines
Attention for Chapter 2: An Introduction to Restricted Boltzmann Machines
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About this Attention Score

  • Average Attention Score compared to outputs of the same age
  • Above-average Attention Score compared to outputs of the same age and source (62nd percentile)

Mentioned by

wikipedia
3 Wikipedia pages

Citations

dimensions_citation
23 Dimensions

Readers on

mendeley
1105 Mendeley
citeulike
3 CiteULike
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Chapter title
An Introduction to Restricted Boltzmann Machines
Chapter number 2
Book title
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Published in
Lecture notes in computer science, January 2012
DOI 10.1007/978-3-642-33275-3_2
Book ISBNs
978-3-64-233274-6, 978-3-64-233275-3
Authors

Asja Fischer, Christian Igel, Fischer, Asja, Igel, Christian

Editors

Luis Alvarez, Marta Mejail, Luis Gomez, Julio Jacobo

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 1,105 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United States 9 <1%
Germany 9 <1%
Japan 6 <1%
China 5 <1%
United Kingdom 5 <1%
Australia 3 <1%
Spain 3 <1%
Brazil 2 <1%
Russia 2 <1%
Other 19 2%
Unknown 1042 94%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 309 28%
Student > Master 232 21%
Researcher 128 12%
Student > Bachelor 107 10%
Student > Doctoral Student 43 4%
Other 137 12%
Unknown 149 13%
Readers by discipline Count As %
Computer Science 523 47%
Engineering 196 18%
Physics and Astronomy 56 5%
Mathematics 35 3%
Agricultural and Biological Sciences 28 3%
Other 81 7%
Unknown 186 17%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 3. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 04 August 2023.
All research outputs
#7,697,449
of 23,414,653 outputs
Outputs from Lecture notes in computer science
#2,492
of 8,157 outputs
Outputs of similar age
#72,011
of 247,119 outputs
Outputs of similar age from Lecture notes in computer science
#147
of 489 outputs
Altmetric has tracked 23,414,653 research outputs across all sources so far. This one is in the 44th percentile – i.e., 44% of other outputs scored the same or lower than it.
So far Altmetric has tracked 8,157 research outputs from this source. They typically receive a little more attention than average, with a mean Attention Score of 5.1. This one has gotten more attention than average, scoring higher than 54% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 247,119 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 41st percentile – i.e., 41% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 489 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 62% of its contemporaries.