Image Analysis and Processing – ICIAP 2019

Table of Contents

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   Book Overview
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   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