Advances in Multimedia Information Processing PCM 2017 18th Pacific Rim Conference on Multimedia Harbin China September 28 29 2017 Revised Selected Papers Part II 1st Edition by Bing Zeng, Qingming Huang, Abdulmotaleb El Saddik, Hongliang Li, Shuqiang Jiang, Xiaopeng Fan ISBN 3319773844 978-3319773841

Advances in Multimedia Information Processing – PCM 2017: 18th Pacific-Rim Conference on Multimedia, Harbin, China, September 28-29, 2017, Revised Selected Papers, Part II 1st Edition by  Bing Zeng, Qingming Huang, Abdulmotaleb El Saddik, Hongliang Li, Shuqiang Jiang, Xiaopeng Fan- Ebook PDF Instant Download/Delivery: 3319773844, 978-3319773841

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Product details:

ISBN 10: 3319773844 

ISBN 13: 978-3319773841

Author:  Bing Zeng, Qingming Huang, Abdulmotaleb El Saddik, Hongliang Li, Shuqiang Jiang, Xiaopeng Fan

The two-volume set LNCS 10735 and 10736 constitutes the thoroughly refereed proceedings of the 18th Pacific-Rim Conference on Multimedia, PCM 2017, held in Harbin, China, in September 2017.

The 184 full papers presented were carefully reviewed and selected from 264 submissions. The papers are organized in topical sections on: Best Paper Candidate; Video Coding; Image Super-resolution, Debluring, and Dehazing; Person Identity and Emotion; Tracking and Action Recognition; Detection and Classification; Multimedia Signal Reconstruction and Recovery; Text and Line Detection/Recognition; Social Media; 3D and Panoramic Vision; Deep Learning for Signal Processing and Understanding; Large-Scale Multimedia Affective Computing; Sensor-enhanced Multimedia Systems; Content Analysis; Coding, Compression, Transmission, and Processing.

Table of contents: 

1. A Competitive Combat Strategy and Tactics in RTS Games AI and StarCraft

2. Indoor Scene Classification by Incorporating Predicted Depth Descriptor

3. Multiple Thermal Face Detection in Unconstrained Environments Using Fully Convolutional Networks

4. Object Proposal via Depth Connectivity Constrained Grouping

5. Edge-Aware Saliency Detection via Novel Graph Model

6. Multiple Kernel Learning Based on Weak Learner for Automatic Image Annotation

7. An Efficient Feature Selection for SAR Target Classification

8. Fine-Art Painting Classification via Two-Channel Deep Residual Network

9. Automatic Foreground Seeds Discovery for Robust Video Saliency Detection

10. Semantic R-CNN for Natural Language Object Detection

11. Spatio-Temporal Context Networks for Video Question Answering

12. Object Discovery and Cosegmentation Based on Dense Correspondences

13. Semantic Segmentation Using Fully Convolutional Networks and Random Walk with Prediction Prior

14. Multi-modality Fusion Network for Action Recognition

15. Fusing Appearance Features and Correlation Features for Face Video Retrieval

16. A Robust Image Reflection Separation Method Based on Sift-Edge Flow

17. A Fine-Grained Filtered Viewpoint Informed Keypoint Prediction from 2D Images

18. More Efficient, Adaptive and Stable, A Virtual Fitting System Using Kinect

19. Exploiting Sub-region Deep Features for Specific Action Recognition in Combat Sports Video

20. Face Anti-spoofing Based on Motion

21. A Novel Action Recognition Scheme Based on Spatial-Temporal Pyramid Model

22. Co-saliency Detection via Sparse Reconstruction and Co-salient Object Discovery

23. Robust Local Effective Matching Model for Multi-target Tracking

24. Group Burstiness Weighting for Image Retrieval

25. Stereo Saliency Analysis Based on Disparity Influence and Spatial Dissimilarity

26. Object Classification of Remote Sensing Images Based on Rotation-Invariant Discrete Hashing

27. Robust Principal Component Analysis via Symmetric Alternating Direction for Moving Object Detection

28. Driver Head Analysis Based on Deeply Supervised Transfer Metric Learning with Virtual Data

29. Joint Dictionary Learning via Split Bregman Iteration for Large-Scale Image Classification

30. Multi-operator Image Retargeting with Preserving Aspect Ratio of Important Contents

31. Human Action Recognition in Videos of Realistic Scenes Based on Multi-scale CNN Feature

32. Automatic Facial Complexion Classification Based on Mixture Model

33. Spectral Context Matching for Video Object Segmentation Under Occlusion

34. Hierarchical Tree Representation Based Face Clustering for Video Retrieval

35. Improved Key Poses Model for Skeleton-Based Action Recognition

36. Pic2Geom: A Fast Rendering Algorithm for Low-Poly Geometric Art

37. Attention Window Aware Encoder-Decoder Model for Spoken Language Understanding

38. A New Fast Algorithm for Sample Adaptive Offset

39. Motion-Compensated Deinterlacing Based on Scene Change Detection

40. Center-Adaptive Weighted Binary K-means for Image Clustering

41. Aligned Local Descriptors and Hierarchical Global Features for Person Re-Identification

42. A Novel Background Subtraction Method Based on ViBe

43. Layout-Driven Top-Down Saliency Detection for Webpage

44. Saliency Detection by Superpixel-Based Sparse Representation

45. Reading Two Digital Video Clocks for Broadcast Basketball Videos

46. Don’t Be Confused: Region Mapping Based Visual Place Recognition

47. An Effective Head Detection Framework via Convolutional Neural Networks

48. Identifying Gambling and Porn Websites with Image Recognition

49. Image-Set Based Collaborative Representation for Face Recognition in Videos

50. Vectorized Data Combination and Binary Search Oriented Reweight for CPU-GPU Based Real-Time 3D Ball Tracking

51. Hot Topic Trend Prediction of Topic Based on Markov Chain and Dynamic Backtracking

52. Fast Circular Object Localization and Pose Estimation for Robotic Bin Picking

53. Local Temporal Coherence for Object-Aware Keypoint Selection in Video Sequences

54. A Combined Feature Approach for Speaker Segmentation Using Convolution Neural Network

55. DDSH: Deep Distribution-Separating Hashing for Image Retrieval

56. An Obstacle Detection Method Based on Binocular Stereovision

57. Target Depth Measurement for Machine Monocular Vision

58. Automatic Background Adjustment for Chinese Paintings Using Pigment Lines

59. Content-Based Image Recovery

60. Integrating Visual Word Embeddings into Translation Language Model for Keyword Spotting on Historical Mongolian Document Images

61. The Analysis for Binaural Signal’s Characteristics of a Real Source and Corresponding Virtual Sound Image

62. Primary-Ambient Extraction Based on Channel Pair for 5.1 Channel Audio Using Least Square

63. Multi-scale Similarity Enhanced Guided Normal Filtering

64. Deep Residual Convolution Neural Network for Single-Image Robust Crowd Counting

65. An Efficient Method Using the Parameterized HRTFs for 3D Audio Real-Time Rendering on Mobile Devices

66. Efficient Logo Insertion Method for High-Resolution H.265/HEVC Compressed Video

67. Image Decomposition Based Nighttime Image Enhancement

68. PSNR Estimate for JPEG Compression

69. Speech Intelligibility Enhancement in Strong Mechanical Noise Based on Neural Networks

70. Interactive Temporal Visualization of Collaboration Networks

71. On the Impact of Environmental Sound on Perceived Visual Quality

72. A Novel Texture Exemplars Extraction Approach Based on Patches Homogeneity and Defect Detection

73. Repetitiveness Metric of Exemplar for Texture Synthesis

74. Unsupervised Cross-Modal Hashing with Soft Constraint

75. Scalable Video Coding Based on the User’s View for Real-Time Virtual Reality Applications

76. Towards Visual SLAM with Memory Management for Large-Scale Environments

77. Entropy Based Sub-band Deletion for Multispectral Image Compression

78. Automatic Texture Exemplar Extraction Based on a Novel Textureness Metric

79. In Defense of Fully Connected Layers in Visual Representation Transfer

80. Block Cluster Based Dictionary Learning for Image De-noising and De-blurring

81. Content Adaptive Constraint Based Image Upsampling

82. Image Quality Assessment for Video Surveillance System

83. Style Transfer Based on Style Primitive Discovery

84. Construction of Sampling Two-Channel Nonseparable Wavelet Filter Bank and Its Fusion Application for Multispectral Image Pansharpening

85. Data Reconstruction Based on Supervised Deep Auto-Encoder

86. A Novel Fragile Watermarking Scheme for 2D Vector Map Authentication

87. Hybrid Domain Encryption Method of Hyperspectral Remote Sensing Image

88. Anomaly Detection with Passive Aggressive Online Gaussian Model Estimation

89. Multi-scale Convolutional Neural Networks for Non-blind Image Deconvolution

90. Feature-Preserving Mesh Denoising Based on Guided Normal Filtering

91. Visual-Inertial RGB-D SLAM for Mobile Augmented Reality

92. ODD: An Algorithm of Online Directional Dictionary Learning for Sparse Representation

93. A Low Energy Multi-hop Routing Protocol Based on Programming Tree for Large-Scale WSN

94. Sparse Stochastic Online AUC Optimization for Imbalanced Streaming Data

95. Traffic Congestion Level Prediction Based on Video Processing Technology

96. Coarse-to-Fine Multi-camera Network Topology Estimation

97. An Adaptive Tuning Sparse Fast Fourier Transform

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Tags: Bing Zeng, Qingming Huang, Abdulmotaleb El Saddik, Hongliang Li, Shuqiang Jiang, Xiaopeng Fan, Advances, Multimedia, Information, Processing, Pacific Rim, Conference, Harbin, China, Revised Selected Papers