Advanced Concepts for Intelligent Vision Systems 18th International Conference ACIVS 2017 Antwerp Belgium September 18 21 2017 Proceedings 1st Edition by Jacques Blanc Talon, Rudi Penne,Wilfried Philips,Dan Popescu,Paul Scheunders ISBN 3319703528 978-3319703527

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Product details:

ISBN 10: 3319703528 

ISBN 13: 978-3319703527

Author: Jacques Blanc-Talon, Rudi Penne,Wilfried Philips,Dan Popescu,Paul Scheunders

 This book constitutes the refereed proceedings of the 18th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2017, held in Antwerp, Belgium, in September 2017.
The 63 full papers presented in this volume were carefully selected from 134 submissions. They deal with human-computer interaction; classification and recognition; navigation, mapping, robotics, and transports; video processing and retrieval; security, forensics, surveillance; and image processing.

Table of contents: 

1. A Two-Step Methodology for Human Pose Estimation Increasing the Accuracy and Reducing the Amount of Learning Samples Dramatically

2. Body Related Occupancy Maps for Human Action Recognition

3. Facial Expression Recognition Using Local Region Specific Dense Optical Flow and LBP Features

4. Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern

5. Real Time Continuous Tracking of Dynamic Hand Gestures on a Mobile GPU

6. Multi-camera Finger Tracking and 3D Trajectory Reconstruction for HCI Studies

7. Full Screen Touch Detection for the Virtual Touch Screen

8. Optimal Tiling Strategy for Memory Bandwidth Reduction for CNNs

9. Statistical Radial Binary Patterns (SRBP) for Bark Texture Identification

10. Object Tracking Using Deep Convolutional Neural Networks and Visual Appearance Models

11. Sensing Forest for Pattern Recognition

12. Analysis of Skeletal Shape Trajectories for Person Re-Identification

13. Deep Learning on Underwater Marine Object Detection: A Survey

14. A Novel and Accurate Local 3D Representation for Face Recognition

15. Human Face Detection Improvement Using Incremental Learning Based on Low Variance Directions

16. Multi-view Pose Estimation with Flexible Mixtures-of-Parts

17. Shearlet-Based Region Map Guidance for Improving Hyperspectral Image Classification

18. Evaluation of Dimensionality Reduction Methods for Remote Sensing Images Using Classification and 3D Visualization

19. Towards Condition Analysis for Machine Vision Based Traffic Sign Inventory

20. Learning Siamese Features for Finger Spelling Recognition

21. AMD Classification in Choroidal OCT Using Hierarchical Texton Mining

22. Prostate Size Inference from Abdominal Ultrasound Images with Patch Based Prior Information

23. Omnidirectional Localization in vSLAM with Uncertainty Propagation and Bayesian Regression

24. Visual Localization Based on Place Recognition Using Multi-feature Combination (D-LBP++HOG)

25. Homography-Based Navigation System for Unmanned Aerial Vehicles

26. Robust Tracking in Weakly Dynamic Scenes

27. Texturizing and Refinement of 3D City Models with Mobile Devices

28. Image Classification for Ground Traversability Estimation in Robotics

29. InSAR Coherence-Dependent Fuzzy C-Means Flood Mapping Using Particle Swarm Optimization

30. Monitoring and Evaluation of Flooded Areas Based on Fused Texture Descriptors

31. Anomaly Detection in Crowded Scenarios Using Local and Global Gaussian Mixture Models

32. JND-Guided Perceptual Pre-filtering for HEVC Compression of UHDTV Video Contents

33. Visual versus Textual Embedding for Video Retrieval

34. Handling Noisy Labels in Gaze-Based CBIR System

35. Extracting Relevant Features from Videos for a Robust Smoke Detection

36. Images Annotation Extension Based on User Feedback

37. A Domain Independent Approach to Video Summarization

38. Is a Memoryless Motion Detection Truly Relevant for Background Generation with LaBGen?

39. Large-Scale Camera Network Topology Estimation by Lighting Variation

40. Counting Large Flocks of Birds Using Videos Acquired with Hand-Held Devices

41. Fast Ground Detection for Range Cameras on Road Surfaces Using a Three-Step Segmentation

42. A Robust Video Watermarking for Real-Time Application

43. Multi-object Tracking Using Compressive Sensing Features in Markov Decision Process

44. Face Detection in Thermal Infrared Images: A Comparison of Algorithm- and Machine-Learning-Based Approaches

45. Cell-Based Approach for 3D Reconstruction from Incomplete Silhouettes

46. Sliding Window Based Micro-expression Spotting: A Benchmark

47. Bimodal Person Re-identification in Multi-camera System

48. Adding GLCM Texture Analysis to a Combined Watershed Transform and Graph Cut Model for Image Segmentation

49. Background Subtraction with Multispectral Images Using Codebook Algorithm

50. Image Ridge Denoising Using No-Reference Metric

51. A CSF-Based Preprocessing Method for Image Deblurring

52. Data Augmentation for Plant Classification

53. Vision Based Lidar Segmentation for Scan Matching and Camera Fusion

54. Proposal of Segmentation Method Adapted to the Infrared Sensor

55. Detection and Tracking of the Pores of the Lamina Cribrosa in Three Dimensional SD-OCT Data

56. Leaves Segmentation in 3D Point Cloud

57. Relative Camera Pose Estimation Using Convolutional Neural Networks

58. Shape Acquisition System Using an Handheld Line Laser Pointer Without Markers

59. 3D Visualization of Radioactive Sources by Combining Depth Maps Generated from a Stereo Radiation Detection Device

60. Filling Missing Parts of a 3D Mesh by Fusion of Incomplete 3D Data

61. An Efficient Descriptor Based on Radial Line Integration for Fast Non-invariant Matching and Registration of Microscopy Images

62. 3D Shape from SEM Image Using Improved Fast Marching Method

63. An Enhanced Multi-label Random Walk for Biomedical Image Segmentation Using Statistical Seed Generation

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