Computer Vision – ACCV 2018 Workshops

Table of Contents

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   Book Overview
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   Chapter 1 Anti-occlusion Light-Field Optical Flow Estimation Using Light-Field Super-Pixels
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   Chapter 2 Localizing the Gaze Target of a Crowd of People
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   Chapter 3 A Thumb Tip Wearable Device Consisting of Multiple Cameras to Measure Thumb Posture
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   Chapter 4 Summarizing Videos with Attention
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   Chapter 5 Gait-Based Age Estimation Using a DenseNet
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   Chapter 6 Human Action Recognition via Body Part Region Segmented Dense Trajectories
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   Chapter 7 Let AI Clothe You: Diversified Fashion Generation
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   Chapter 8 Word-Conditioned Image Style Transfer
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    Chapter 9 Font Style Transfer Using Neural Style Transfer and Unsupervised Cross-domain Transfer
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    Chapter 10 Paying Attention to Style: Recognizing Photo Styles with Convolutional Attentional Units
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    Chapter 11 E2E-MLT - An Unconstrained End-to-End Method for Multi-language Scene Text
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    Chapter 12 An Invoice Reading System Using a Graph Convolutional Network
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    Chapter 13 Reading Industrial Inspection Sheets by Inferring Visual Relations
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    Chapter 14 Learning to Clean: A GAN Perspective
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    Chapter 15 Deep Reader: Information Extraction from Document Images via Relation Extraction and Natural Language
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    Chapter 16 Simultaneous Recognition of Horizontal and Vertical Text in Natural Images
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    Chapter 17 Automatic Retinal and Choroidal Boundary Segmentation in OCT Images Using Patch-Based Supervised Machine Learning Methods
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    Chapter 18 Discrimination Ability of Glaucoma via DCNNs Models from Ultra-Wide Angle Fundus Images Comparing Either Full or Confined to the Optic Disc
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    Chapter 19 Synthesizing New Retinal Symptom Images by Multiple Generative Models
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    Chapter 20 Retinal Detachment Screening with Ensembles of Neural Network Models
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    Chapter 21 Recent Developments of Retinal Image Analysis in Alzheimer’s Disease and Potential AI Applications
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    Chapter 22 Intermediate Goals in Deep Learning for Retinal Image Analysis
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    Chapter 23 Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning
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    Chapter 24 Generative Adversarial Networks (GANs) for Retinal Fundus Image Synthesis
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    Chapter 25 AI-based AMD Analysis: A Review of Recent Progress
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    Chapter 26 Artificial Intelligence Using Deep Learning in Classifying Side of the Eyes and Width of Field for Retinal Fundus Photographs
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    Chapter 27 OCT Segmentation via Deep Learning: A Review of Recent Work
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    Chapter 28 Auto-classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model
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    Chapter 29 LoANs: Weakly Supervised Object Detection with Localizer Assessor Networks
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    Chapter 30 Reaching Behind Specular Highlights by Registration of Two Images of Broiler Viscera
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    Chapter 31 Anomaly Detection Using GANs for Visual Inspection in Noisy Training Data
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    Chapter 32 Integration of Driver Behavior into Emotion Recognition Systems: A Preliminary Study on Steering Wheel and Vehicle Acceleration
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    Chapter 33 Prediction Based Deep Autoencoding Model for Anomaly Detection
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    Chapter 34 Multimodal Sensor Fusion in Single Thermal Image Super-Resolution
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    Chapter 35 PCA-RECT: An Energy-Efficient Object Detection Approach for Event Cameras
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    Chapter 36 Unconstrained Iris Segmentation Using Convolutional Neural Networks
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    Chapter 37 Simultaneous Multi-view Relative Pose Estimation and 3D Reconstruction from Planar Regions
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    Chapter 38 WNet: Joint Multiple Head Detection and Head Pose Estimation from a Spectator Crowd Image
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    Chapter 39 Markerless Augmented Advertising for Sports Videos
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    Chapter 40 Visual Siamese Clustering for Cosmetic Product Recommendation
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    Chapter 41 Multimodal Deep Neural Networks Based Ensemble Learning for X-Ray Object Recognition