Search Results - "semantics"

Computer vision -- ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings. Part XXVII by European Conference on Computer Vision Online, SpringerLink (Online service)

Contents: “…5 Conclusion -- References -- Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding -- 1 Introduction -- 2 Related Work -- 2.1 Single Image Deraining -- 2.2 Video Deraining -- 2.3 Stereo Deraining -- 3 The Semantic-Aware Deraining Module -- 3.1 The Consolidation of Different Tasks -- 3.2 Image Deraining and Scene Segmentation -- 3.3 Semantic-Rethinking Loop -- 4 The Paired Rain Removal Network -- 4.1 Network Architecture -- 4.2 SFNet -- 4.3 VFNet -- 4.4 Objective Functions -- 5 Experiments -- 5.1 Datasets -- 5.2 Implementation Details -- 5.3 Ablation Study.…”
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Computer vision -- ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings. Part XVII by European Conference on Computer Vision Online, SpringerLink (Online service)

Contents: “…3 Approach -- 3.1 Framework of Graph Interaction Network (GINet) -- 3.2 Graph Interaction Unit -- 3.3 Semantic Context Loss -- 4 Experiments -- 4.1 Datasets -- 4.2 Implementation Details -- 4.3 Experiments on Pascal-Context -- 4.4 Experiments on COCO Stuff -- 4.5 Experiments on ADE20K -- 5 Conclusion -- References -- Tensor Low-Rank Reconstruction for Semantic Segmentation -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Overview -- 3.2 Tensor Generation Module -- 3.3 Tensor Reconstruction Module -- 3.4 Global Pooling Module -- 3.5 Network Details -- 3.6 Relation to Previous Approaches.…”
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Computer vision - ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020 : proceedings. Part XIII by European Conference on Computer Vision Online, SpringerLink (Online service)

Contents: “…Intro -- Foreword -- Preface -- Organization -- Contents -- Part XIII -- Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards -- 1 Introduction -- 2 Related Work -- 3 The FAshion CAptioning Dataset -- 3.1 Data Collection, Labeling and Pre-Processing -- 3.2 Comparison with Other Datasets -- 4 Respecting Semantics for Fashion Captioning -- 4.1 Basic Problem Formulation -- 4.2 Attribute Embedding -- 4.3 Increasing the Accuracy of Captioning with Semantic Rewards -- 4.4 Joint Training of MLE and RL. -- 5 Experiments -- 5.1 Basic Setting -- 5.2 Performance Evaluations.…”
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Computer vision -- ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings. Part XII by European Conference on Computer Vision Online, SpringerLink (Online service)

Contents: “…4.2 Datasets and Evaluation Metrics -- 4.3 Evaluation Results on Stereo Generation -- 4.4 Evaluation Results on Source Separation -- 4.5 Further Analysis -- 5 Conclusion -- References -- CelebA-Spoof: Large-Scale Face Anti-spoofing Dataset with Rich Annotations -- 1 Introduction -- 2 Related Work -- 3 CelebA-Spoof Dataset -- 3.1 Semantic Information Collection -- 3.2 Statistics on CelebA-Spoof Dataset -- 4 Auxiliary Information Embedding Network -- 5 Ablation Study on CelebA-Spoof -- 5.1 Study of Semantic Information -- 5.2 Study of Geometric Information -- 6 Benchmarks.…”
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Computer vision - ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020 : proceedings. Part XXIV by European Conference on Computer Vision Online, SpringerLink (Online service)

Contents: “…Intro -- Foreword -- Preface -- Organization -- Contents -- Part XXIV -- Deep Novel View Synthesis from Colored 3D Point Clouds -- 1 Introduction -- 2 Related Work -- 3 Method -- 3.1 Architecture -- 3.2 Training Loss -- 4 Experiments -- 4.1 Cascaded Outputs Comparison -- 4.2 Scene Revealing Evaluation -- 4.3 Novel View Synthesis Evaluation -- 4.4 Results on the KITTI Dataset -- 5 Conclusion -- References -- Consensus-Aware Visual-Semantic Embedding for Image-Text Matching -- 1 Introduction -- 2 Related Work -- 2.1 Knowledge Based Deep Learning -- 2.2 Image-Text Matching.…”
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Computer vision -- ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings. Part VII by European Conference on Computer Vision Online, SpringerLink (Online service)

Contents: “…4 Experiments -- 4.1 Experimental Setup -- 4.2 Main Results -- 4.3 Ablation Studies -- 4.4 Qualitative Analysis -- 5 Conclusion -- References -- Image-to-Voxel Model Translation for 3D Scene Reconstruction and Segmentation -- 1 Introduction -- 2 Related Work -- 3 Method -- 3.1 Semantic Frustum Voxel Model -- 3.2 SSZ Generator -- 3.3 Pose6DoF Discriminator -- 3.4 SemanticVoxels Dataset -- 4 Experiments -- 4.1 Baselines -- 4.2 Training Details -- 4.3 Qualitative Evaluation -- 4.4 Quantitative Results -- 4.5 Ablation Studies -- 5 Conclusions -- References -- Consistency Guided Scene Flow Estimation.…”
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Computer vision -- ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings. Part XXIX by European Conference on Computer Vision Online, SpringerLink (Online service)

Contents: “…Simplicial Complex Based Point Correspondence Between Images Warped onto Manifolds -- 1 Introduction -- 2 Preliminaries -- 3 Building a Simplicial Complex on a Curved Manifold -- 4 Assignment Algorithm -- 5 Experiments -- 6 Conclusion -- References -- Representation Learning on Visual-Symbolic Graphs for Video Understanding -- 1 Introduction -- 2 Related Work -- 3 Method -- 3.1 Visual Context Module -- 3.2 Semantic Context Module -- 4 Experiments -- 4.1 Experiments on CAD-120 -- 4.2 Experiments on Charades -- 4.3 Experiments on ActivityNet Entities -- 5 Conclusions -- References.…”
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Computer Vision -- ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings. Part X by European Conference on Computer Vision Online, SpringerLink (Online service)

Contents: “…3.2 Dual Adversarial Model -- 3.3 Training Strategy -- 3.4 Network Architecture -- 4 Evaluation Metrics -- 5 Experimental Results -- 5.1 Experimental Settings -- 5.2 Results on SIDD Benchmark -- 5.3 Results on DND and Nam Benchmarks -- 6 Conclusion -- References -- Linguistic Structure Guided Context Modeling for Referring Image Segmentation -- 1 Introduction -- 2 Related Work -- 2.1 Semantic Segmentation -- 2.2 Referring Image Localization and Segmentation -- 2.3 Structural Context Modeling -- 3 Method -- 3.1 Multimodal Feature Extraction -- 3.2 Linguistic Structure Guided Context Modeling.…”
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Computer vision -- ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings. Part XVIII by European Conference on Computer Vision Online, SpringerLink (Online service)

Contents: “…Intro -- Foreword -- Preface -- Organization -- Contents -- Part XVIII -- 3D Bird Reconstruction: A Dataset, Model, and Shape Recovery from a Single View -- 1 Introduction -- 2 Related Work -- 3 Approach -- 4 The Cowbird Dataset -- 5 Experiments -- 6 Conclusions -- References -- We Have So Much in Common: Modeling Semantic Relational Set Abstractions in Videos*-6pt -- 1 Introduction -- 2 Related Work -- 3 A Dataset for Relational Event Abstraction -- 3.1 Human Performance on Event Abstraction -- 4 Approach -- 4.1 Relational Set Abstraction Model -- 4.2 Learning -- 5 Experiments.…”
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Computer vision -- ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings. Part XXX by European Conference on Computer Vision Online, SpringerLink (Online service)

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Computer vision -- ECCV 2020 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings. Part VI by European Conference on Computer Vision Online, SpringerLink (Online service)

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Computer vision - ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020 : proceedings. Part XXI by European Conference on Computer Vision Online, SpringerLink (Online service)

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Computer vision - ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020 : proceedings. Part XIX by European Conference on Computer Vision Online, SpringerLink (Online service)

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Computer vision - ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020 : proceedings. Part XX by European Conference on Computer Vision Online, SpringerLink (Online service)

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Computer vision - ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020 : proceedings. Part XIV by European Conference on Computer Vision Online, SpringerLink (Online service)

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Computer vision -- ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings. Part XXIII by European Conference on Computer Vision Online, SpringerLink (Online service)

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Computer vision -- ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings. Part XXII by European Conference on Computer Vision Online, SpringerLink (Online service)

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Computer vision - ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020 : proceedings. Part XV by European Conference on Computer Vision Online, SpringerLink (Online service)

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Computer vision - ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020 : proceedings. Part XXVI by European Conference on Computer Vision Online, SpringerLink (Online service)

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Computer vision -- ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings. Part I by European Conference on Computer Vision Online, SpringerLink (Online service)

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