Computer Vision ECCV 2018 Workshops 1st edition by Laura Leal Taixé, Stefan Roth ISBN 3030110117 978-3030110116

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ISBN 10: 3030110117
ISBN 13: 978-3030110116
Author: Laura Leal Taixé, Stefan Roth 

The six-volume set comprising the LNCS volumes 11129-11134 constitutes the refereed proceedings of the workshops that took place in conjunction with the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in September 2018.43 workshops from 74 workshops proposals were selected for inclusion in the proceedings. The workshop topics present a good orchestration of new trends and traditional issues, built bridges into neighboring fields, and discuss fundamental technologies and novel applications.

Computer Vision ECCV 2018 Workshops 1st Table of contents:

1. W07 – 2nd International Workshop on Computer Vision for UAVs
2. Real-Time Embedded Computer Vision on UAVs
3. Teaching UAVs to Race: End-to-End Regression of Agile Controls in Simulation
4. Onboard Hyperspectral Image Compression Using Compressed Sensing and Deep Learning
5. SafeUAV: Learning to Estimate Depth and Safe Landing Areas for UAVs from Synthetic Data
6. Aerial GANeration: Towards Realistic Data Augmentation Using Conditional GANs
7. Metrics for Real-Time Mono-VSLAM Evaluation Including IMU Induced Drift with Application to UAV Flight
8. ShuffleDet: Real-Time Vehicle Detection Network in On-Board Embedded UAV Imagery
9. Joint Exploitation of Features and Optical Flow for Real-Time Moving Object Detection on Drones
10. UAV-GESTURE: A Dataset for UAV Control and Gesture Recognition
11. ChangeNet: A Deep Learning Architecture for Visual Change Detection
12. W08 – 5th Transferring and Adapting Source Knowledge in Computer Vision and 2nd VisDA Challenge
13. DeeSIL: Deep-Shallow Incremental Learning
14. Dynamic Adaptation on Non-stationary Visual Domains
15. Domain Adaptive Semantic Segmentation Through Structure Enhancement
16. Adding New Tasks to a Single Network with Weight Transformations Using Binary Masks
17. Generating Shared Latent Variables for Robots to Imitate Human Movements and Understand Their Physical Limitations
18. Model Selection for Generalized Zero-Shot Learning
19. W09 – PoseTrack Challenge: Articulated People Tracking in the Wild
20. Multi-Domain Pose Network for Multi-Person Pose Estimation and Tracking
21. Enhanced Two-Stage Multi-person Pose Estimation
22. Multi-person Pose Estimation for Pose Tracking with Enhanced Cascaded Pyramid Network
23. A Top-Down Approach to Articulated Human Pose Estimation and Tracking
24. W10 – Workshop on Objectionable Content and Misinformation
25. Deep Fusion Network for Splicing Forgery Localization
26. Image Splicing Localization via Semi-global Network and Fully Connected Conditional Random Fields
27. Bridging Machine Learning and Cryptography in Defence Against Adversarial Attacks
28. Bidirectional Convolutional LSTM for the Detection of Violence in Videos
29. Are You Tampering with My Data?
30. Adversarial Examples Detection in Features Distance Spaces
31. W11 – 9th International Workshop on Human Behavior Understanding
32. Give Ear to My Face: Modelling Multimodal Attention to Social Interactions
33. Investigating Depth Domain Adaptation for Efficient Human Pose Estimation
34. Filling the Gaps: Predicting Missing Joints of Human Poses Using Denoising Autoencoders
35. Pose Guided Human Image Synthesis by View Disentanglement and Enhanced Weighting Loss
36. A Semi-supervised Data Augmentation Approach Using 3D Graphical Engines
37. Towards Learning a Realistic Rendering of Human Behavior
38. Human Action Recognition Based on Temporal Pose CNN and Multi-dimensional Fusion
39. Rendering Realistic Subject-Dependent Expression Images by Learning 3DMM Deformation Coefficients
40. Deep Multitask Gaze Estimation with a Constrained Landmark-Gaze Model
41. Photorealistic Facial Synthesis in the Dimensional Affect Space
42. Generating Synthetic Video Sequences by Explicitly Modeling Object Motion
43. A Semi-supervised Deep Generative Model for Human Body Analysis
44. Role of Group Level Affect to Find the Most Influential Person in Images
45. Residual Stacked RNNs for Action Recognition
46. W12 – 1st Person in Context Workshop and Challenge
47. Semantically Selective Augmentation for Deep Compact Person Re-Identification
48. Recognizing People in Blind Spots Based on Surrounding Behavior
49. Visual Relationship Prediction via Label Clustering and Incorporation of Depth Information
50. Human-Centric Visual Relation Segmentation Using Mask R-CNN and VTransE
51. Learning Spatiotemporal 3D Convolution with Video Order Self-supervision
52. W13 – 4th Workshop on Computer Vision for Art Analysis
53. What Was Monet Seeing While Painting? Translating Artworks to Photo-Realistic Images
54. Saliency-Driven Variational Retargeting for Historical Maps
55. Deep Transfer Learning for Art Classification Problems
56. Reflecting on How Artworks Are Processed and Analyzed by Computer Vision
57. Seeing the World Through Machinic Eyes: Reflections on Computer Vision in the Arts
58. A Digital Tool to Understand the Pictorial Procedures of 17 Century Realism
59. How to Read Paintings: Semantic Art Understanding with Multi-modal Retrieval
60. Weakly Supervised Object Detection in Artworks
61. Images of Image Machines. Visual Interpretability in Computer Vision for Art

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Tags: Laura Leal Taixé, Stefan Roth, Computer Vision, ECCV 2018