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Pattern Recognition and Image Analysis

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Cover of 'Pattern Recognition and Image Analysis'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Towards a Joint Approach to Produce Decisions and Explanations Using CNNs
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    Chapter 2 Interactive-Predictive Neural Multimodal Systems
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    Chapter 3 Uncertainty Estimation for Black-Box Classification Models: A Use Case for Sentiment Analysis
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    Chapter 4 Impact of Ultrasound Image Reconstruction Method on Breast Lesion Classification with Deep Learning
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    Chapter 5 Segmentation of Cell Nuclei in Fluorescence Microscopy Images Using Deep Learning
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    Chapter 6 Food Recognition by Integrating Local and Flat Classifiers
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    Chapter 7 Combining Online Clustering and Rank Pooling Dynamics for Action Proposals
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    Chapter 8 On the Direction Guidance in Structure Tensor Total Variation Based Denoising
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    Chapter 9 Impact of Fused Visible-Infrared Video Streams on Visual Tracking
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    Chapter 10 Model Based Recursive Partitioning for Customized Price Optimization Analytics
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    Chapter 11 3D Reconstruction of Archaeological Pottery from Its Point Cloud
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    Chapter 12 Geometric Interpretation of CNNs’ Last Layer
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    Chapter 13 Re-Weighted $$\ell _{1}$$ Algorithms within the Lagrange Duality Framework
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    Chapter 14 A Note on Gradient-Based Intensity Normalization
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    Chapter 15 Blind Robust 3-D Mesh Watermarking Based on Mesh Saliency and QIM Quantization for Copyright Protection
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    Chapter 16 Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction
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    Chapter 17 Weighted Multisource Tradaboost
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    Chapter 18 A Proposal of Neural Networks with Intermediate Outputs
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    Chapter 19 Addressing the Big Data Multi-class Imbalance Problem with Oversampling and Deep Learning Neural Networks
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    Chapter 20 Reinforcement Learning and Neuroevolution in Flappy Bird Game
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    Chapter 21 Description and Recognition of Activity Patterns Using Sparse Vector Fields
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    Chapter 22 Instance Selection for the Nearest Neighbor Classifier: Connecting the Performance to the Underlying Data Structure
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    Chapter 23 Modified DBSCAN Algorithm for Microscopic Image Analysis of Wood
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    Chapter 24 Automatic Detection of Tuberculosis Bacilli from Microscopic Sputum Smear Images Using Faster R-CNN, Transfer Learning and Augmentation
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    Chapter 25 Detection of Stone Circles in Periglacial Regions of Antarctica in UAV Datasets
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    Chapter 26 Lesion Detection in Breast Ultrasound Images Using a Machine Learning Approach and Genetic Optimization
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    Chapter 27 Evaluating the Impact of Color Information in Deep Neural Networks
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    Chapter 28 Diatom Classification Including Morphological Adaptations Using CNNs
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    Chapter 29 Deep Learning of Visual and Textual Data for Region Detection Applied to Item Coding
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    Chapter 30 Deep Learning Versus Classic Methods for Multi-taxon Diatom Segmentation
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    Chapter 31 Estimation of Sulfonamides Concentration in Water Based on Digital Colourimetry
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    Chapter 32 Characterization of Cardiac and Respiratory System of Healthy Subjects in Supine and Sitting Position
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    Chapter 33 Automatic Fault Detection in a Cascaded Transformer Multilevel Inverter Using Pattern Recognition Techniques
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    Chapter 34 Collision Anticipation via Deep Reinforcement Learning for Visual Navigation
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    Chapter 35 Spectral Band Subset Selection for Discrimination of Healthy Skin and Cutaneous Leishmanial Ulcers
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    Chapter 36 Data Augmentation of Minority Class with Transfer Learning for Classification of Imbalanced Breast Cancer Dataset Using Inception-V3
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    Chapter 37 Single View Facial Hair 3D Reconstruction
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    Chapter 38 From Features to Attribute Graphs for Point Set Registration
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    Chapter 39 BELID: Boosted Efficient Local Image Descriptor
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    Chapter 40 A Novel Graph-Based Approach for Seriation of Mouse Brain Cross-Section from Images
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    Chapter 41 Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification
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    Chapter 42 Multi-label Logo Classification Using Convolutional Neural Networks
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    Chapter 43 Non-destructively Prediction of Quality Parameters of Dry-Cured Iberian Ham by Applying Computer Vision and Low-Field MRI
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    Chapter 44 Personalised Aesthetics with Residual Adapters
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    Chapter 45 An Improvement for Capsule Networks Using Depthwise Separable Convolution
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    Chapter 46 Wave Front Tracking in High Speed Videos Using a Dynamic Template Matching
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    Chapter 47 An Efficient Binary Descriptor to Describe Retinal Bifurcation Point for Image Registration
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    Chapter 48 Aggregation of Deep Features for Image Retrieval Based on Object Detection
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    Chapter 49 Impact of Pre-Processing on Recognition of Cursive Video Text
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    Chapter 50 Image Feature Detection Based on Phase Congruency by Monogenic Filters with New Noise Estimation
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    Chapter 51 Texture Classification Using Capsule Networks
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    Chapter 52 Automatic Vision Based Calibration System for Planar Cable-Driven Parallel Robots
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    Chapter 53 3D Non-rigid Registration of Deformable Object Using GPU
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    Chapter 54 Focus Estimation in Academic Environments Using Computer Vision
Attention for Chapter 30: Deep Learning Versus Classic Methods for Multi-taxon Diatom Segmentation
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Chapter title
Deep Learning Versus Classic Methods for Multi-taxon Diatom Segmentation
Chapter number 30
Book title
Pattern Recognition and Image Analysis
Published by
Springer, Cham, September 2019
DOI 10.1007/978-3-030-31332-6_30
Book ISBNs
978-3-03-031331-9, 978-3-03-031332-6
Authors

Jesús Ruiz-Santaquitaria, Anibal Pedraza, Carlos Sánchez, José A. Libreros, Jesús Salido, Oscar Deniz, Saúl Blanco, Gabriel Cristóbal, Gloria Bueno, Ruiz-Santaquitaria, Jesús, Pedraza, Anibal, Sánchez, Carlos, Libreros, José A., Salido, Jesús, Deniz, Oscar, Blanco, Saúl, Cristóbal, Gabriel, Bueno, Gloria

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The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
 Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 12 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 12 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 3 25%
Professor 1 8%
Librarian 1 8%
Student > Ph. D. Student 1 8%
Professor > Associate Professor 1 8%
Other 0 0%
Unknown 5 42%
Readers by discipline Count As %
Environmental Science 1 8%
Business, Management and Accounting 1 8%
Agricultural and Biological Sciences 1 8%
Physics and Astronomy 1 8%
Earth and Planetary Sciences 1 8%
Other 1 8%
Unknown 6 50%

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