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Image Analysis and Processing – ICIAP 2019

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Cover of 'Image Analysis and Processing – ICIAP 2019'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Label Propagation Guided by Hierarchy of Partitions for Superpixel Computation
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    Chapter 2 Disparity Image Analysis for 3D Characterization of Surface Anomalies
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    Chapter 3 Personalized Expression Synthesis Using a Hybrid Geometric-Machine Learning Method
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    Chapter 4 Problems with Saliency Maps
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    Chapter 5 A Region Proposal Approach for Cells Detection and Counting from Microscopic Blood Images
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    Chapter 6 A Single-Resolution Fully Convolutional Network for Retinal Vessel Segmentation in Raw Fundus Images
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    Chapter 7 Tackling Partial Domain Adaptation with Self-supervision
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    Chapter 8 On Image Enhancement for Unsupervised Image Description and Matching
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    Chapter 9 A Gradient-Based Spatial Color Algorithm for Image Contrast Enhancement
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    Chapter 10 Sentiment Analysis from Images of Natural Disasters
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    Chapter 11 Hand Detection Using Zoomed Neural Networks
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    Chapter 12 Wafer Defect Map Classification Using Sparse Convolutional Networks
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    Chapter 13 Blind Image Quality Assessment Based on the Use of Saliency Maps and a Multivariate Gaussian Distribution
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    Chapter 14 Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs
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    Chapter 15 Thick Line Segment Detection with Fast Directional Tracking
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    Chapter 16 Image Memorability Using Diverse Visual Features and Soft Attention
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    Chapter 17 A Graph-Based Color Lines Model for Image Analysis
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    Chapter 18 Evaluating Deep Convolutional Neural Networks as Texture Feature Extractors
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    Chapter 19 Domain Adaptation for Privacy-Preserving Pedestrian Detection in Thermal Imagery
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    Chapter 20 GADA: Generative Adversarial Data Augmentation for Image Quality Assessment
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    Chapter 21 Unsupervised Domain Adaptation Using Full-Feature Whitening and Colouring
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    Chapter 22 View-Invariant Pose Analysis for Human Movement Assessment from RGB Data
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    Chapter 23 Frame Interpolation Using Phase Information and Guided Image Filtering
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    Chapter 24 Generalised Gradient Vector Flow for Content-Aware Image Resizing
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    Chapter 25 A Block-Based Union-Find Algorithm to Label Connected Components on GPUs
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    Chapter 26 Mask Guided Fusion for Group Activity Recognition in Images
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    Chapter 27 A Saliency-Based Convolutional Neural Network for Table and Chart Detection in Digitized Documents
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    Chapter 28 Training Efficient Semantic Segmentation CNNs on Multiple Datasets
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    Chapter 29 Autocropping: A Closer Look at Benchmark Datasets
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    Chapter 30 Combining Saliency Estimation Methods
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    Chapter 31 The Impact of Padding on Image Classification by Using Pre-trained Convolutional Neural Networks
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    Chapter 32 On the Detection of GAN-Based Face Morphs Using Established Morph Detectors
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    Chapter 33 Recognition of Human Activities in Daubechies Complex Wavelet Domain
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    Chapter 34 Automatic Framework for Multiple Sclerosis Follow-up by Magnetic Resonance Imaging for Reducing Contrast Agents
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    Chapter 35 Learning an Optimisable Semantic Segmentation Map with Image Conditioned Variational Autoencoder
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    Chapter 36 Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency
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    Chapter 37 re-OBJ: Jointly Learning the Foreground and Background for Object Instance Re-identification
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    Chapter 38 Automatic Segmentation Based on Deep Learning Techniques for Diabetic Foot Monitoring Through Multimodal Images
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    Chapter 39 Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets
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    Chapter 40 Segmentation of Pigment Signs in Fundus Images for Retinitis Pigmentosa Analysis by Using Deep Learning
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    Chapter 41 SWIR Camera-Based Localization and Mapping in Challenging Environments
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    Chapter 42 Feature-Based SLAM Algorithm for Small Scale UAV with Nadir View
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    Chapter 43 Vision Based Driver Smoking Behavior Detection Using Surveillance Camera Images
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    Chapter 44 Memory Efficient Deployment of an Optical Flow Algorithm on GPU Using OpenMP
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    Chapter 45 Automatic Creation of Large Scale Object Databases from Web Resources: A Case Study in Robot Vision
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    Chapter 46 Semantic Guided Deep Unsupervised Image Segmentation
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    Chapter 47 Gaze-Based Human-Robot Interaction by the Brunswick Model
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    Chapter 48 Texture Retrieval in the Wild Through Detection-Based Attributes
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    Chapter 49 An Efficient Approximate kNN Graph Method for Diffusion on Image Retrieval
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    Chapter 50 Easing Function as a Tool of Color Correction for Display Stitching in Virtual Reality
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    Chapter 51 Hand Gestures for the Human-Car Interaction: The Briareo Dataset
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    Chapter 52 Prediction of Social Image Popularity Dynamics
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    Chapter 53 Detecting Sounds of Interest in Roads with Deep Networks
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    Chapter 54 Geometry-Based Skin Colour Estimation for Bare Torso Surface Reconstruction
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    Chapter 55 Ontology-Driven Food Category Classification in Images
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    Chapter 56 Real-Time Neurodegenerative Disease Video Classification with Severity Prediction
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    Chapter 57 Learning to Rank Food Images
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    Chapter 58 Analysis of Dynamic Brain Connectivity Through Geodesic Clustering
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    Chapter 59 ActiVis: Mobile Object Detection and Active Guidance for People with Visual Impairments
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    Chapter 60 3TP-CNN: Radiomics and Deep Learning for Lesions Classification in DCE-MRI
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    Chapter 61 On Generative Modeling of Cell Shape Using 3D GANs
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    Chapter 62 Using Handwriting Features to Characterize Cognitive Impairment
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    Chapter 63 Preliminary Experiment of the Interactive Registration of a Trocar for Thoracoscopy with HoloLens Headset
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    Chapter 64 Lightweight Deep Learning Pipeline for Detection, Segmentation and Classification of Breast Cancer Anomalies
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    Chapter 65 1-D DCT Domain Analysis for JPEG Double Compression Detection
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    Chapter 66 Artpedia: A New Visual-Semantic Dataset with Visual and Contextual Sentences in the Artistic Domain
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    Chapter 67 Image-to-Image Translation to Unfold the Reality of Artworks: An Empirical Analysis
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    Chapter 68 VEDI: Vision Exploitation for Data Interpretation
Overall attention for this book and its chapters
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Citations

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Title
Image Analysis and Processing – ICIAP 2019
Published by
Springer International Publishing, November 2019
DOI 10.1007/978-3-030-30645-8
ISBNs
978-3-03-030644-1, 978-3-03-030645-8
Editors

Ricci, Elisa, Rota Bulò, Samuel, Snoek, Cees, Lanz, Oswald, Messelodi, Stefano, Sebe, Nicu

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X Demographics

X Demographics

The data shown below were collected from the profiles of 14 X users 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 19 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 19 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 3 16%
Student > Doctoral Student 2 11%
Student > Bachelor 2 11%
Student > Postgraduate 2 11%
Student > Ph. D. Student 2 11%
Other 4 21%
Unknown 4 21%
Readers by discipline Count As %
Computer Science 8 42%
Engineering 5 26%
Physics and Astronomy 1 5%
Business, Management and Accounting 1 5%
Unknown 4 21%

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