توضیحاتی در مورد کتاب Computer Vision – ECCV 2012: 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part V
نام کتاب : Computer Vision – ECCV 2012: 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part V
ویرایش : 1
عنوان ترجمه شده به فارسی : Computer Vision – ECCV 2012: دوازدهمین کنفرانس اروپایی بینایی کامپیوتر، فلورانس، ایتالیا، 7-13 اکتبر 2012، مجموعه مقالات، قسمت پنجم
سری : Lecture Notes in Computer Science 7576
نویسندگان : Dhruv Batra, Payman Yadollahpour, Abner Guzman-Rivera, Gregory Shakhnarovich (auth.), Andrew Fitzgibbon, Svetlana Lazebnik, Pietro Perona, Yoichi Sato, Cordelia Schmid (eds.)
ناشر : Springer-Verlag Berlin Heidelberg
سال نشر : 2012
تعداد صفحات : 897
ISBN (شابک) : 9783642337147 , 3642337155
زبان کتاب : English
فرمت کتاب : pdf
حجم کتاب : 116 مگابایت
بعد از تکمیل فرایند پرداخت لینک دانلود کتاب ارائه خواهد شد. درصورت ثبت نام و ورود به حساب کاربری خود قادر خواهید بود لیست کتاب های خریداری شده را مشاهده فرمایید.
توضیحاتی در مورد کتاب :
مجموعه هفت جلدی شامل جلدهای LNCS 7572-7578، مجموعه مقالات داوری دوازدهمین کنفرانس اروپایی بینایی کامپیوتر، ECCV 2012، در فلورانس، ایتالیا، در اکتبر 2012 برگزار شد. 408 مقاله اصلاح شده ارائه شده با دقت بررسی و انتخاب شدند. از 1437 ارسال شده. مقالات در بخشهای موضوعی هندسه، اشکال دو بعدی و سه بعدی، بازسازی سه بعدی، تشخیص و طبقهبندی بصری، ویژگیهای بصری و تطبیق تصویر، نظارت بصری: اقدام و فعالیتها، مدلها، بهینهسازی، یادگیری، ردیابی بصری و ثبت تصویر، نورسنجی سازماندهی شدهاند: نور و رنگ و تقسیم بندی تصویر.
فهرست مطالب :
Front Matter....Pages -
Diverse M-Best Solutions in Markov Random Fields....Pages 1-16
Generic Cuts: An Efficient Algorithm for Optimal Inference in Higher Order MRF-MAP....Pages 17-30
Filter-Based Mean-Field Inference for Random Fields with Higher-Order Terms and Product Label-Spaces....Pages 31-44
Continuous Markov Random Fields for Robust Stereo Estimation....Pages 45-58
Good Regions to Deblur....Pages 59-72
Patch Complexity, Finite Pixel Correlations and Optimal Denoising....Pages 73-86
Guaranteed Ellipse Fitting with the Sampson Distance....Pages 87-100
A Locally Linear Regression Model for Boundary Preserving Regularization in Stereo Matching....Pages 101-115
A Novel Fast Method for L ∞ Problems in Multiview Geometry....Pages 116-129
Visibility Probability Structure from SfM Datasets and Applications....Pages 130-143
A Generative Model for Online Depth Fusion....Pages 144-157
Depth Recovery Using an Adaptive Color-Guided Auto-Regressive Model....Pages 158-171
Learning Hybrid Part Filters for Scene Recognition....Pages 172-185
Parametric Manifold of an Object under Different Viewing Directions....Pages 186-199
Fast Approximations to Structured Sparse Coding and Applications to Object Classification....Pages 200-213
Displacement Template with Divide-&-Conquer Algorithm for Significantly Improving Descriptor Based Face Recognition Approaches....Pages 214-227
Latent Pyramidal Regions for Recognizing Scenes....Pages 228-241
Augmented Attribute Representations....Pages 242-255
Exploring the Spatial Hierarchy of Mixture Models for Human Pose Estimation....Pages 256-269
People Orientation Recognition by Mixtures of Wrapped Distributions on Random Trees....Pages 270-283
Hybrid Classifiers for Object Classification with a Rich Background....Pages 284-297
Unsupervised and Supervised Visual Codes with Restricted Boltzmann Machines....Pages 298-311
A New Biologically Inspired Color Image Descriptor....Pages 312-324
Finding Correspondence from Multiple Images via Sparse and Low-Rank Decomposition....Pages 325-339
Multidimensional Spectral Hashing....Pages 340-353
What Makes a Good Detector? – Structured Priors for Learning from Few Examples....Pages 354-367
A Convolutional Treelets Binary Feature Approach to Fast Keypoint Recognition....Pages 368-382
Categorizing Turn-Taking Interactions....Pages 383-396
Local Expert Forest of Score Fusion for Video Event Classification....Pages 397-410
View-Invariant Action Recognition Using Latent Kernelized Structural SVM....Pages 411-424
Trajectory-Based Modeling of Human Actions with Motion Reference Points....Pages 425-438
PatchMatchGraph : Building a Graph of Dense Patch Correspondences for Label Transfer....Pages 439-452
A Unifying Theory of Active Discovery and Learning....Pages 453-466
Extracting 3D Scene-Consistent Object Proposals and Depth from Stereo Images....Pages 467-481
Repairing Sparse Low-Rank Texture....Pages 482-495
Active Frame Selection for Label Propagation in Videos....Pages 496-509
Non-causal Temporal Prior for Video Deblocking....Pages 510-523
Text Image Deblurring Using Text-Specific Properties....Pages 524-537
Sequential Spectral Learning to Hash with Multiple Representations....Pages 538-551
Two-Granularity Tracking: Mediating Trajectory and Detection Graphs for Tracking under Occlusions....Pages 552-565
Taking Mobile Multi-object Tracking to the Next Level: People, Unknown Objects, and Carried Items....Pages 566-579
Dynamic Context for Tracking behind Occlusions....Pages 580-593
To Track or To Detect? An Ensemble Framework for Optimal Selection....Pages 594-607
Spatial and Angular Variational Super-Resolution of 4D Light Fields....Pages 608-621
Blur-Kernel Estimation from Spectral Irregularities....Pages 622-635
Deconvolving PSFs for a Better Motion Deblurring Using Multiple Images....Pages 636-647
Depth and Deblurring from a Spectrally-Varying Depth-of-Field....Pages 648-661
Segmentation over Detection by Coupled Global and Local Sparse Representations....Pages 662-675
Moving Object Segmentation Using Motor Signals....Pages 676-689
Block-Sparse RPCA for Consistent Foreground Detection....Pages 690-703
A Generative Model for Simultaneous Estimation of Human Body Shape and Pixel-Level Segmentation....Pages 704-717
Visual Dictionary Learning for Joint Object Categorization and Segmentation....Pages 718-731
People Watching: Human Actions as a Cue for Single View Geometry....Pages 732-745
Indoor Segmentation and Support Inference from RGBD Images....Pages 746-760
Beyond the Line of Sight: Labeling the Underlying Surfaces....Pages 761-774
Depth Extraction from Video Using Non-parametric Sampling....Pages 775-788
Multiple View Object Cosegmentation Using Appearance and Stereo Cues....Pages 789-803
Elastic Shape Matching of Parameterized Surfaces Using Square Root Normal Fields....Pages 804-817
N-tuple Color Segmentation for Multi-view Silhouette Extraction....Pages 818-831
Motion-Aware Structured Light Using Spatio-Temporal Decodable Patterns....Pages 832-845
Refractive Calibration of Underwater Cameras....Pages 846-859
Detection of Independently Moving Objects in Non-planar Scenes via Multi-Frame Monocular Epipolar Constraint....Pages 860-873
Back Matter....Pages -
توضیحاتی در مورد کتاب به زبان اصلی :
The seven-volume set comprising LNCS volumes 7572-7578 constitutes the refereed proceedings of the 12th European Conference on Computer Vision, ECCV 2012, held in Florence, Italy, in October 2012. The 408 revised papers presented were carefully reviewed and selected from 1437 submissions. The papers are organized in topical sections on geometry, 2D and 3D shapes, 3D reconstruction, visual recognition and classification, visual features and image matching, visual monitoring: action and activities, models, optimisation, learning, visual tracking and image registration, photometry: lighting and colour, and image segmentation.