Image Analysis

Table of Contents

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   Book Overview
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   Chapter 1 Utilizing Transformers on OCT Imagery and Metadata for Treatment Response Prediction in Macular Edema Patients
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   Chapter 2 Prototype Softmax Cross Entropy: A New Perspective on Softmax Cross Entropy
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   Chapter 3 Evidential Deep Learning for Class-Incremental Semantic Segmentation
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   Chapter 4 Synthesizing Hard Training Data from Latent Hierarchical Representations
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   Chapter 5 Rigidity Preserving Image Transformations and Equivariance in Perspective
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   Chapter 6 Tangent Phylogenetic PCA
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   Chapter 7 Deep Simplex Classifier for Maximizing the Margin in Both Euclidean and Angular Spaces
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   Chapter 8 Impact of Image Blur on Classification and Augmentation of Deep Convolutional Networks
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    Chapter 9 Gradient Adjusting Networks for Domain Inversion
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    Chapter 10 From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation Learning
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    Chapter 11 ConvMix: Combining Intermediate Latent Features in Deep Convolutional Neural Networks
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    Chapter 12 Fully Variational Noise-Contrastive Estimation
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    Chapter 13 An Analysis of Spatial-Spectral Dependence in Hyperspectral Autoencoders
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    Chapter 14 ConvSegFormer - A Convolution Aided SegFormer Architecture for Detection of Discontinuities in Wrapped Interferometric Phase Imagery of Sea Ice
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    Chapter 15 Introducing Spatial Context in Patch-Based Deep Learning for Semantic Segmentation in Whole Body MRI
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    Chapter 16 Learning to Pay Attention by Paying Attention
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    Chapter 17 Correl-Net: Defect Segmentation in Old Films Using Correlation Networks
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    Chapter 18 Non-negative Spherical Relaxations for Universe-Free Multi-matching and Clustering
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    Chapter 19 A Function Space Perspective on Stochastic Shape Evolution
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    Chapter 20 Systematic Augmentation in HSV Space for Semantic Segmentation of Prostate Biopsies
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    Chapter 21 Out-of-Distribution Detection for Adaptive Computer Vision
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    Chapter 22 TAU-Indoors Dataset for Visual and LiDAR Place Recognition
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    Chapter 23 Pose Constraints for Consistent Self-supervised Monocular Depth and Ego-Motion
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    Chapter 24 Varied Realistic Autonomous Vehicle Collision Scenario Generation
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    Chapter 25 Vessel Bearing Estimation Using Visible and Thermal Imaging
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    Chapter 26 Learnable Eulerian Dynamics for Micro-Expression Action Unit Detection
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    Chapter 27 Single-Stage 3D Pose Estimation of Vulnerable Road Users Using Pseudo-Labels
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    Chapter 28 TAPE: Temporal Attention-Based Probabilistic Human Pose and Shape Estimation
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    Chapter 29 ID2image: Leakage of Non-ID Information into Face Descriptors and Inversion from Descriptors to Images
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    Chapter 30 Robust and Accurate Cylinder Triangulation
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    Chapter 31 MSDA: Monocular Self-supervised Domain Adaptation for 6D Object Pose Estimation
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    Chapter 32 The Multi-view Geometry of Parallel Cylinders
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    Chapter 33 Exploiting Redundancy for Large Scale Bundle Adjustment: In Partial Defense of Minimization by Alternation
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    Chapter 34 Learning to Estimate Two Dense Depths from LiDAR and Event Data
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    Chapter 35 Polarimetric Underwater Stereo
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    Chapter 36 BS3D: Building-Scale 3D Reconstruction from RGB-D Images
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    Chapter 37 Detection and Pose Estimation of Flat, Texture-Less Industry Objects on HoloLens Using Synthetic Training
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    Chapter 38 Assessing the Feasibility of Remote Photoplethysmography Through Videocalls: A Study of Network and Computing Constraints
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    Chapter 39 Anchor-ReID: A Test Time Adaptation for Person Re-identification