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ویرایش: 1 نویسندگان: Binbin Lin, Chiyuan Zhang, Xiaofei He (auth.), Yanning Zhang, Zhi-Hua Zhou, Changshui Zhang, Ying Li (eds.) سری: Lecture Notes in Computer Science 7202 ISBN (شابک) : 9783642319181, 9783642319198 ناشر: Springer-Verlag Berlin Heidelberg سال نشر: 2012 تعداد صفحات: 786 زبان: English فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) حجم فایل: 50 مگابایت
کلمات کلیدی مربوط به کتاب علم هوشمند و مهندسی داده هوشمند: دومین کارگاه تبادل خارجی چین، IScIDE 2011، شیان، چین، 23 تا 25 اکتبر 2011، مقالات منتخب اصلاح شده: پردازش تصویر و بینایی کامپیوتری، تشخیص الگو، گرافیک کامپیوتری، هوش مصنوعی (شامل رباتیک)، سیستم های اطلاعات چندرسانه ای، داده کاوی و کشف دانش
در صورت تبدیل فایل کتاب Intelligent Science and Intelligent Data Engineering: Second Sino-foreign-interchange Workshop, IScIDE 2011, Xi’an, China, October 23-25, 2011, Revised Selected Papers به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب علم هوشمند و مهندسی داده هوشمند: دومین کارگاه تبادل خارجی چین، IScIDE 2011، شیان، چین، 23 تا 25 اکتبر 2011، مقالات منتخب اصلاح شده نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
این کتاب مجموعه مقالات کارگاه تبادل چینی-خارجی در زمینه علوم اطلاعاتی و مهندسی داده هوشمند، IScIDE 2011 است که در شیان، چین، در اکتبر 2011 برگزار شد. 97 مقاله ارائه شده با دقت بررسی و انتخاب شدند. از 389 ارسال مقالات IScIDE در این جلد در بخش های موضوعی در مورد یادگیری ماشین و هوش محاسباتی سازماندهی شده اند. الگو شناسی؛ بینایی کامپیوتری و پردازش تصویر؛ گرافیک و تجسم کامپیوتری؛ کشف دانش، داده کاوی، وب کاوی؛ پردازش و کاربرد چند رسانه ای.
This book constitutes the proceedings of the Sino-foreign-interchange Workshop on Intelligence Science and Intelligent Data Engineering, IScIDE 2011, held in Xi'an, China, in October 2011. The 97 papers presented were carefully peer-reviewed and selected from 389 submissions. The IScIDE papers in this volume are organized in topical sections on machine learning and computational intelligence; pattern recognition; computer vision and image processing; graphics and computer visualization; knowledge discovering, data mining, web mining; multimedia processing and application.
Front Matter....Pages -
Orthogonal Projection Analysis....Pages 1-8
A Weight Regularized Relaxation Based Graph Matching Algorithm....Pages 9-16
Online Sequential Extreme Learning of Sparse Ridgelet Kernel Regressor for Nonlinear Time-Series Prediction....Pages 17-26
A Comparative Study of RPCL and MCE Based Discriminative Training Methods for LVCSR....Pages 27-34
A Path Prediction Method for Human-Accompanying Mobile Robot Based on Neural Network....Pages 35-42
Tri-training Based on Neural Network Ensemble Algorithm....Pages 43-49
Remarks on Multi-layer Quantum Neural Network Controller Trained by Real-Coded Genetic Algorithm....Pages 50-57
An Evaluation on Different Graphs for Semi-supervised Learning....Pages 58-65
Memetic Algorithm with Double Mutation for Numerical Optimization....Pages 66-73
Target Reconstruction Using Manifold-Based Compressive Sensing....Pages 74-80
An Iterative Method for the Least Squares Anti-bisymmetric Solution of the Matrix Equation AX = B ....Pages 81-88
The Regional Detection of 2D Barcode in Complicated Backgrounds of Metal Parts....Pages 89-96
Searching for the Best Matching Atoms Based on Multi-swarm Co-operative PSO....Pages 97-103
A Novel Algorithm for CPM-Signal Endpoint Detection Based on Auto Correlation....Pages 104-111
Generalized Kernel Density Estimation Based Robust Estimator and Its Application....Pages 112-121
Multi-class Classifier-Based Adaboost Algorithm....Pages 122-127
GA and AdaBoost-Based Feature Selection and Combination for Automated Identification of Dementia Using FDG-PET Imaging....Pages 128-135
Discrimination between Benign and Malignant Breast Cancers in Ultrasound Images Based on Cost-Sensitive Boosting....Pages 136-144
Multiple Feature Fusion for Object Tracking....Pages 145-152
Estimating Medication Status via Resting-State Functional Connectivity in Major Depression....Pages 153-159
Region Based on Object Recognition in 3D Scenes....Pages 160-166
Mean Shift-Based Lesion Detection of Gastroscopic Images....Pages 167-174
Illumination Invariant Eye Detection in Facial Images Based on the Retinex Theory....Pages 175-183
Multi-polarized HRRP Classification by SVM Ensemble....Pages 184-192
Character Recognition in Natural Scene Images Using Local Description....Pages 193-200
A Hierarchical Clustering Based Non-Maximum Suppression Method in Pedestrian Detection....Pages 201-209
Moving Target Detection and Classification Using Spiking Neural Networks....Pages 210-217
Object Recognition Based on Three-Dimensional Model....Pages 218-225
A Feature Selection Algorithm Based on Approximate Markov Blanket and Dynamic Mutual Information....Pages 226-233
Subspace Algorithm Based on MSWF in the Presence of Impulsive Noise....Pages 234-241
Feature Selection for Vowel Recognition Based on Surface Electromyography Derived with Multichannel Electrode Grid....Pages 242-249
Image Segmentation with BYY-RPCL Framework....Pages 250-257
An Approach to Infrared Dim Target Detection and Tracking....Pages 258-264
Subspace Divided Semi-Supervised SVM Classification for Hyperspectral Images....Pages 265-272
Thyroid Image Feature Extraction and State Recognition....Pages 273-277
An Improved Camshift-Based Particle Filter Algorithm for Face Tracking....Pages 278-285
Dim Target Tracking Base on GM-PHD Filter....Pages 286-294
Clonal Selection Algorithm for Gaussian Mixture Model Based Segmentation of 3D Brain MR Images....Pages 295-302
Sparse Representation Based Face Image Super-Resolution....Pages 303-308
A Hybrid Semi-supervised Topic Model....Pages 309-317
Local Gaussian Distribution Fitting Based FCM Algorithm for Brain MR Image Segmentation....Pages 318-325
Automatic SAR Image Enhancement Based on Curvelet Transform and Genetic Algorithm....Pages 326-333
Spectral Clustering Based on Dictionary Learning Sampling for Image Segmentation....Pages 334-340
Kalman Particle PHD Filter for Multi-target Visual Tracking....Pages 341-348
Using Anisotropic Bivariate Threshold Function for Image Denoising in NSCT Domain....Pages 349-356
Blind Image Deblurring Based on Dictionary Replacing....Pages 357-364
Face Recognition Based on Combination of Human Perception and Local Binary Pattern....Pages 365-373
A Fast Method for Feature Matching Based on SURF....Pages 374-381
A New Image Denoising Method Based on Shearlet Shrinkage and Improved Total Variation....Pages 382-388
Use of Color Information for Keypoints Detection and Descriptors Construction....Pages 389-396
Speckle Noise Reduction for Ultrasound Images via Adaptive Neighborhood Accumulated Multi-scale Products Thresholding....Pages 397-404
A New Perspective on Object Tracking Based on BYY and Five Action Circling....Pages 405-410
Fast Algorithm to Blind and Sparkling Pixels Compensation Based on Kalman Prediction....Pages 411-417
Fused Multi-sensor Information Image Stitching....Pages 418-425
B-SIFT: A Highly Efficient Binary SIFT Descriptor for Invariant Feature Correspondence....Pages 426-433
An Adaptive Image Enhancement Method Based on Contourlet Transform and Improved Ant Colony Algorithm....Pages 434-441
Faint Moving Object Detection in Optical Astronomical Image Using a 2D-1D IUWT....Pages 442-449
Motion Estimation for 3D Rigid Object Shapes Based on 3D-2D Color-Consistency in Multi-view....Pages 450-457
A Hybrid Steepest Descent Method for L-infinity Geometry Problems....Pages 458-465
A Novel Method for Smearing Intensity Estimation and Elimination....Pages 466-472
Remote Sensing Image Change Detection Method Based on Contextual Information....Pages 473-481
Sub-pixel Mapping with Multiple Shifted Remotely Sensed Images Based on Attraction Model....Pages 482-489
Study on Distortion Correction of Head-Mounted Displays Based on Hardware System....Pages 490-497
Sparse Representation with Geometric Configuration Constraint for Line Segment Matching....Pages 498-505
Moving People Detection in Dynamic Scenes by Stereo Vision....Pages 506-512
Specular Highlight Removal Using Reflection Component Separation and Joint Bilateral Filtering....Pages 513-521
A Novel Fabric Skew Detection Method Based on DFT and Multi-projection Analysis....Pages 522-529
Circular Property in Complex-Valued Correlation Learning Observed in CMRF-Based Singular Unit Restoration for Phase Unwrapping....Pages 530-537
Sequences Images Based Camera Self-calibration Method....Pages 538-545
Blind Detection of Digital Forgery Image Based on the Edge Width....Pages 546-553
An Effective 3D Facial Segmentation Algorithm Based on SNAKE Model....Pages 554-561
Out-of-Sample Embedding of Spherical Manifold Based on Constrained Least Squares....Pages 562-570
Three Elemental Game Progress Patterns....Pages 571-581
Bostenlake Wetlands Water Level Automatic Retrieval and Trends Analysis Based on ICESatGLAS Global Laser Point Data....Pages 582-590
Robust Local Feature Weighting Hard C-Means Clustering Algorithm....Pages 591-598
An Improved Generalized Fuzzy C-Means Clustering Algorithm Based on GA....Pages 599-606
The Application Research of Data Exchange Technology in Digital Campus....Pages 607-613
Discovering Complex System Dynamics with Intelligent Data Retrieval Tools....Pages 614-626
Measurement of Improvement Factor for Bistatic Radar....Pages 627-631
Research on Low-Cost Near-Space and Stealth Targets Detection System....Pages 632-636
Radar Emitter Signal Recognition Based on Sample Entropy and Fuzzy Entropy....Pages 637-643
Image Quality Assessment Based on Distortion-Aware Decision Fusion....Pages 644-651
An Image Encryption Algorithm Based on Small Permutation Array Combining....Pages 652-659
Camera Array Synthetic Aperture Focusing and Fusion Based Hidden Object Imaging....Pages 660-667
An Approach to Extract Straight Lines with Subpixel Accuracy....Pages 668-675
Preliminary Study of Obstacles Detecting Method in Farmland Based on Stereovision....Pages 676-683
Video Denoising Based on Adaptive Shrinkage in Surfacelet Transform Domain....Pages 684-692
Angular Resolving of Two Closely Spaced Jammers Based on Average AOA....Pages 693-698
An Analysis Model of Information Transmission Error Based on Markov Chain for Large Complex Information System....Pages 699-705
A New Type CFAR Detectors Based on Censored Mean and Cell Average....Pages 706-712
Hyperspectral Image Lossy-to-Lossless Compression Using 3D SPEZBC Algorithm Based on KLT and Wavelet Transform....Pages 713-721
Moving Sound Image Rendering in Realistic Audio Effects....Pages 722-730
A Novel Subspace-Based Semi-blind Channel Estimation Scheme for MIMO ZP-OFDM Systems....Pages 731-738
An Improved Method for Initializing Quantization Parameter in H.264 Rate Control....Pages 739-744
Study on Transmitting Mode and Imaging Algorithm of MIMO-SAR....Pages 745-752
An Anti-geometric Digital Watermark Algorithm Based on Histogram Grouping and Fault-Tolerance Channel....Pages 753-760
A DCT Multi-channel Image Information Sharing Scheme in Resisting JPEG Lossy Compression Attack....Pages 761-768
Back Matter....Pages -