Image and Graphics: 9th International Conference, ICIG 2017, Shanghai, China, September 13-15, 2017, Revised Selected Papers, Part IIThis three-volume set LNCS 10666, 10667, and 10668 constitutes the refereed conference proceedings of the 9thInternational Conference on Image and Graphics, ICIG 2017, held in Shanghai, China, in September 2017. The 172 full papers were selected from 370 submissions and focus on advances of theory, techniques and algorithms as well as innovative technologies of image, video and graphics processing and fostering innovation, entrepreneurship, and networking. |
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Contents
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| 14 | |
| 24 | |
Adaptive Patch Quantization for HistogramBased Visual Tracking | 38 |
Neural Image Caption Generation with Global Feature Based Attention Scheme | 51 |
ActivationBased Weight Significance Criterion for Pruning Deep Neural Networks | 62 |
Local and Global Sparsity for Deep Learning Networks | 74 |
Object Detection by Learning Oriented Gradients | 86 |
A QoEAware Video Quality Guarantee Mechanism in 5G Network | 336 |
EnergyAware Fast Interest Forwarding for Multimedia Streaming over ICN 5GD2D | 353 |
Artificial Intelligence | 366 |
Stability Analysis of ECOC Kernel Machines | 369 |
Deep Convolutional Neural Network for Emotion Recognition Using EEG and Peripheral Physiological Signal | 385 |
Incremental Active Learning Method for Supervised ISOMAP | 395 |
A Large Database of Ear Images Photographed Under Uncontrolled Conditions | 405 |
An Effcient and Robust Deep Reinforcement Learning Algorithm for Autonomous Driving Problem | 417 |
Unsupervised Representation Learning with Deep Convolutional Neural Network for Remote Sensing Images | 97 |
Image Captioning with Object Detection and Localization | 109 |
Image Set Representation with L1Norm Optimal Mean Robust Principal Component Analysis | 119 |
Object Tracking Based on Multimodality Dictionary Learning | 129 |
Hardness Prediction for Object Detection Inspired by Human Vision | 139 |
Orientation Estimation Network | 151 |
A Method for Detecting Surface Defects in Insulators Based on RPCA | 163 |
A Dim Small Target Detection Method Based on SpatialFrequency Domain Features Space | 174 |
Compression Transmission Retrieval | 184 |
An Algorithm for Tight Frame Grouplet to Compute Association Fields | 187 |
Adaptive Coding for Compressed Video Sensing | 197 |
Deep Top Similarity Preserving Hashing for Image Retrieval | 206 |
A Fast CU Decision Algorithm in Inter Coding Based on Residual Analysis | 216 |
FeatureBased Facial Image Coding Method Using Wavelet Transform | 229 |
Video Content Caching and Delivery for TriParty Joint Profit Optimization | 239 |
Information Gain Product Quantization for Image Retrieval | 252 |
A Crop Disease Image Retrieval Method Based on the Improvement of Inverted Index | 262 |
A Novel Selfadaptive Defog Method Based on Bionic | 274 |
Local Disparity Vector Derivation Scheme in 3DAVS2 | 286 |
A FeatureBased Coding Algorithm for Face Image | 299 |
5G Multimedia Communications | 310 |
Video Quality Assessment Based on the Improved LSTM Model | 313 |
Gamer ExperienceCentric Bitrate Control Algorithm for Cloud Gaming | 325 |
Edge Detection Based on Primary Visual Pathway | 430 |
Multichannel Satellite Cloud Image Fusion in the Shearlet Transform Domain and Its Influence on Typhoon Center Location | 440 |
Biological and Medical Image Processing | 452 |
Efficient Surface Reconstruction Based on MPI | 455 |
Shape Registration and LowRank for Multiple Image Segmentation | 466 |
Efficient Statistical Shape ModelsBased Image Segmentation Approach Using Deformable Simplex Meshes | 476 |
An ArteryVein Classification Method Based on Color and Vascular Structure Information | 487 |
Improved UNet Model for Nerve Segmentation | 496 |
ECG Waveform Extraction from Paper Records | 505 |
Automatic Classification of Focal Liver Lesion in Ultrasound Images Based on Sparse Representation | 513 |
Simultaneous Segmentation of Multiple Regions in 3D Bladder MRI by Efficient Convex Optimization of Coupled Surfaces | 528 |
Color and Multispectral Processing | 543 |
Background Selfadapted Digital Camouflage Pattern Generation Algorithm for Fixed Target | 544 |
Practical Bottomup Golf Course Detection Using Multispectral Remote Sensing Imagery | 552 |
Efficient Decolorization via Perceptual Group Difference Enhancement | 560 |
A Spectral Unmixing Method Based on CoTraining | 570 |
A Novel Algorithm of Image Fusion Based on Nonsubsampled ShearletContrast Transform | 580 |
Tricolor Preequalization Deblurring for Underwater Image Enhancement | 590 |
Link Functions and TrainingBased in Reflectance Reconstruction from RGB Images | 602 |
Multimodal Image Registration Based on ModifiedSURF and Consensus Inliers Recovery | 612 |
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Other editions - View all
Image and Graphics: 9th International Conference, ICIG 2017 ..., Part 2 Yao Zhao,Xiangwei Kong,David Taubman No preview available - 2018 |
Common terms and phrases
accuracy arXiv average bitrate caching China classification cloud gaming coding coefficients color compression Computer Vision Conference on Computer convolutional neural networks dark channel database dataset decoder deep learning denotes descriptors dictionary disparity vector ECOC edge detection encoding error evaluate experimental results experiments extracted eye tracking feature extraction global gradient hashing HEVC histogram ICIG IEEE IEEE Conference IEEE Trans image fusion image processing improve input image International Conference Isomap kernel L1-MPCA layer LiDAR LNCS loss function matching matrix neuron node object detection optimization orientation output paper parameters patches Pattern Recognition performance pixels prediction problem proposed algorithm proposed method pruning PSNR Publishing AG 2017 quantization reconstruction region robust samples segmentation shape shown in Fig sparse sparsity spectral Springer International Publishing subspace target transform Tsinghua University Vision and Pattern visual Wang waveform wavelet Zhang Zhao
Bibliographic information
| Title | Image and Graphics: 9th International Conference, ICIG 2017, Shanghai, China, September 13-15, 2017, Revised Selected Papers, Part II Volume 10667 of Lecture Notes in Computer Science Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Editors | Yao Zhao, Xiangwei Kong, David Taubman |
| Publisher | Springer, 2017 |
| ISBN | 3319715895, 9783319715896 |
| Length | 629 pages |
| Subjects | › › Computers / Computer Graphics Computers / Computer Vision & Pattern Recognition Computers / Information Technology Computers / Intelligence (AI) & Semantics Computers / Optical Data Processing Computers / Software Development & Engineering / General Computers / System Administration / Storage & Retrieval |
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