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Image Analysis and Recognition

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Cover of 'Image Analysis and Recognition'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Exploring Workout Repetition Counting and Validation Through Deep Learning
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    Chapter 2 FlowChroma - A Deep Recurrent Neural Network for Video Colorization
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    Chapter 3 Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection
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    Chapter 4 Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study
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    Chapter 5 Variation of Perceived Colour Difference Under Different Surround Luminance
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    Chapter 6 4K or Not? - Automatic Image Resolution Assessment
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    Chapter 7 Detecting Macroblocking in Images Caused by Transmission Error
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    Chapter 8 Bag of Tricks for Retail Product Image Classification
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    Chapter 9 Detection and Recognition of Food in Photo Galleries for Analysis of User Preferences
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    Chapter 10 Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint
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    Chapter 11 Slicing and Dicing Soccer: Automatic Detection of Complex Events from Spatio-Temporal Data
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    Chapter 12 RN-VID: A Feature Fusion Architecture for Video Object Detection
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    Chapter 13 Color Inference from Semantic Labeling for Person Search in Videos
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    Chapter 14 2D Bidirectional Gated Recurrent Unit Convolutional Neural Networks for End-to-End Violence Detection in Videos
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    Chapter 15 Video Based Live Tracking of Fishes in Tanks
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    Chapter 16 Using External Knowledge to Improve Zero-Shot Action Recognition in Egocentric Videos
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    Chapter 17 A Semantics-Guided Warping for Semi-supervised Video Object Instance Segmentation
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    Chapter 18 Two-Stream Framework for Activity Recognition with 2D Human Pose Estimation
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    Chapter 19 Video Object Segmentation Using Convex Optimization of Foreground and Background Distributions
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    Chapter 20 Deep Learning for Partial Fingerprint Inpainting and Recognition
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    Chapter 21 A Visual Perception Framework to Analyse Neonatal Pain in Face Images
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    Chapter 22 Combining Asynchronous Events and Traditional Frames for Steering Angle Prediction
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    Chapter 23 Survey of Preprocessing Techniques and Classification Approaches in Online Signature Verification
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    Chapter 24 SSIM Based Signature of Facial Micro-Expressions
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    Chapter 25 Learning to Search for Objects in Images from Human Gaze Sequences
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    Chapter 26 Detecting Defects in Materials Using Deep Convolutional Neural Networks
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    Chapter 27 Visual Perception Ranking of Chess Players
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    Chapter 28 Video Tampering Detection for Decentralized Video Transcoding Networks
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    Chapter 29 Generalized Subspace Learning by Roweis Discriminant Analysis
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    Chapter 30 Understanding Public Speakers’ Performance: First Contributions to Support a Computational Approach
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    Chapter 31 Open Source Multipurpose Multimedia Annotation Tool
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    Chapter 32 SLAM-Based Multistate Tracking System for Mobile Human-Robot Interaction
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    Chapter 33 Dense Disparity Maps from RGB and Sparse Depth Information Using Deep Regression Models
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    Chapter 34 Exploitation of Dense MLS City Maps for 3D Object Detection
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    Chapter 35 Automatic Stereo Disparity Search Range Detection on Parallel Computing Architectures
  37. Altmetric Badge
    Chapter 36 Multi-camera Motion Estimation with Affine Correspondences
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Title
Image Analysis and Recognition
Published by
Springer International Publishing, September 2020
DOI 10.1007/978-3-030-50347-5
ISBNs
978-3-03-050346-8, 978-3-03-050347-5
Editors

Campilho, Aurélio, Karray, Fakhri, Wang, Zhou

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