Pattern Recognition

Table of Contents

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   Book Overview
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   Chapter 1 InvGAN: Invertible GANs
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   Chapter 2 Auto-Compressing Subset Pruning for Semantic Image Segmentation
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   Chapter 3 Improving Robustness and Calibration in Ensembles with Diversity Regularization
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   Chapter 4 FastSiam: Resource-Efficient Self-supervised Learning on a Single GPU
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   Chapter 5 Reiterative Domain Aware Multi-target Adaptation
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   Chapter 6 Augmentation Learning for Semi-Supervised Classification
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   Chapter 7 Multi-attribute Open Set Recognition
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   Chapter 8 A Syntactic Pattern Recognition Based Approach to Online Anomaly Detection and Identification on Electric Motors
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    Chapter 9 Sparse Visual Counterfactual Explanations in Image Space
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    Chapter 10 Blind Single Image Super-Resolution via Iterated Shared Prior Learning
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    Chapter 11 A Bhattacharyya Coefficient-Based Framework for Noise Model-Aware Random Walker Image Segmentation
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    Chapter 12 Optimizing Edge Detection for Image Segmentation with Multicut Penalties
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    Chapter 13 Hyperspectral Demosaicing of Snapshot Camera Images Using Deep Learning
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    Chapter 14 SF2SE3: Clustering Scene Flow into SE(3)-Motions via Proposal and Selection
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    Chapter 15 Improving Unsupervised Label Propagation for Pose Tracking and Video Object Segmentation
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    Chapter 16 D-InLoc++: Indoor Localization in Dynamic Environments
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    Chapter 17 Global Hierarchical Attention for 3D Point Cloud Analysis
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    Chapter 18 InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction
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    Chapter 19 Online Marker-Free Extrinsic Camera Calibration Using Person Keypoint Detections
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    Chapter 20 NeuralMeshing: Differentiable Meshing of Implicit Neural Representations
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    Chapter 21 Image-Based Detection of Structural Defects Using Hierarchical Multi-scale Attention
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    Chapter 22 A Dataset for Analysing Complex Document Layouts in the Digital Humanities and Its Evaluation with Krippendorff’s Alpha
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    Chapter 23 End-to-End Single Shot Detector Using Graph-Based Learnable Duplicate Removal
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    Chapter 24 Localized Vision-Language Matching for Open-vocabulary Object Detection
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    Chapter 25 Diverse Video Captioning by Adaptive Spatio-temporal Attention
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    Chapter 26 Self-supervised Learning for Unintentional Action Prediction
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    Chapter 27 Robust Object Detection Using Knowledge Graph Embeddings
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    Chapter 28 On Hyperbolic Embeddings in Object Detection
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    Chapter 29 Probabilistic Biomass Estimation with Conditional Generative Adversarial Networks
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    Chapter 30 Time Dependent Image Generation of Plants from Incomplete Sequences with CNN-Transformer
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    Chapter 31 I-MuPPET: Interactive Multi-Pigeon Pose Estimation and Tracking
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    Chapter 32 Interpretable Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms
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    Chapter 33 A Framework for Benchmarking Real-Time Embedded Object Detection
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    Chapter 34 ArtFID: Quantitative Evaluation of Neural Style Transfer
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    Chapter 35 GazeTransformer: Gaze Forecasting for Virtual Reality Using Transformer Networks
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    Chapter 36 Improving Traffic Sign Recognition by Active Search