Image and Graphics: 9th International Conference, ICIG 2017, Shanghai, China, September 13-15, 2017, Revised Selected Papers, Part 2

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Yao Zhao, Xiangwei Kong, David Taubman
Springer, Dec 29, 2017 - Computers - 629 pages
This 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

Boosting CNNBased Pedestrian Detection via 3D LiDAR Fusion in Autonomous Driving
3
Actual License Plate Images Clarity Classification via Sparse Representation
14
Nonrigid 3D Object Retrieval with a Learned Shape Descriptor
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
Author Index
623
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