Computer Vision ECCV 2018 15th European Conference Munich Germany September 8 14 2018 Proceedings Part X 1st edition by Vittorio Ferrari, Martial Hebert, Cristian Sminchisescu, Yair Weiss 3030012489 9783030012489

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ISBN-10 :  3030012489 

ISBN-13 :  9783030012489

Author:  Vittorio Ferrari, Martial Hebert, Cristian Sminchisescu, Yair Weiss 

The sixteen-volume set comprising the LNCS volumes 11205-11220 constitutes the refereed proceedings of the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in September 2018. The 776 revised papers presented were carefully reviewed and selected from 2439 submissions. The papers are organized in topical sections on learning for vision; computational photography; human analysis; human sensing; stereo and reconstruction; optimization; matching and recognition; video attention; and poster sessions.

Computer Vision ECCV 2018 15th European Conference Munich Germany September 8 14 2018 Proceedings Part X 1st Table of contents:

1. Bayesian Semantic Instance Segmentation in Open Set World
2. BOP: Benchmark for 6D Object Pose Estimation
3. 3D Vehicle Trajectory Reconstruction in Monocular Video Data Using Environment Structure Constraints
4. Pairwise Body-Part Attention for Recognizing Human-Object Interactions
5. Exploiting Temporal Information for 3D Human Pose Estimation
6. Recovering 3D Planes from a Single Image via Convolutional Neural Networks
7. stagNet: An Attentive Semantic RNN for Group Activity Recognition
8. Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition
9. CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images
10. DDRNet: Depth Map Denoising and Refinement for Consumer Depth Cameras Using Cascaded CNNs
11. ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes
12. Dynamic Filtering with Large Sampling Field for ConvNets
13. Pose Guided Human Video Generation
14. Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation
15. Joint Task-Recursive Learning for Semantic Segmentation and Depth Estimation
16. Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network
17. ExFuse: Enhancing Feature Fusion for Semantic Segmentation
18. NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications
19. Action Anticipation with RBF Kernelized Feature Mapping RNN
20. A-Contrario Horizon-First Vanishing Point Detection Using Second-Order Grouping Laws
21. RT-GENE: Real-Time Eye Gaze Estimation in Natural Environments
22. Unsupervised Class-Specific Deblurring
23. The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking
24. Motion Feature Network: Fixed Motion Filter for Action Recognition
25. Efficient Sliding Window Computation for NN-Based Template Matching
26. ADVIO: An Authentic Dataset for Visual-Inertial Odometry
27. Extending Layered Models to 3D Motion
28. 3DMV: Joint 3D-Multi-view Prediction for 3D Semantic Scene Segmentation
29. FishEyeRecNet: A Multi-context Collaborative Deep Network for Fisheye Image Rectification
30. LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction
31. 3D Face Reconstruction from Light Field Images: A Model-Free Approach
32. “Factual” or “Emotional”: Stylized Image Captioning with Adaptive Learning and Attention
33. CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps
34. ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
35. MVTec D2S: Densely Segmented Supermarket Dataset
36. U-PC: Unsupervised Planogram Compliance
37. Recovering Accurate 3D Human Pose in the Wild Using IMUs and a Moving Camera
38. Deep Bilevel Learning
39. Joint Optimization for Compressive Video Sensing and Reconstruction Under Hardware Constraints
40. Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance
41. ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations
42. Does Haze Removal Help CNN-Based Image Classification?
43. Supervising the New with the Old: Learning SFM from SFM
44. A Dataset and Architecture for Visual Reasoning with a Working Memory
45. Constrained Optimization Based Low-Rank Approximation of Deep Neural Networks
46. Human Sensing
47. Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation
48. Dual-Agent Deep Reinforcement Learning for Deformable Face Tracking
49. Deep Autoencoder for Combined Human Pose Estimation and Body Model Upscaling
50. Occlusion-Aware Hand Pose Estimation Using Hierarchical Mixture Density Network
51. GANimation: Anatomically-Aware Facial Animation from a Single Image

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