Computer Vision -- ECCV 2012. Workshops and Demonstrations : Florence, Italy, October 7-13, 2012, Proceedings, Part I / edited by Andrea Fusiello, Vittorio Murino, Rita Cucchiara.

Format:

Book

Contributor:

Fusiello, Andrea, editor.

Murino, Vittorio, editor.

Cucchiara, Rita, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 7583.

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 7583

Language:

English

Subjects (All):

Optical data processing.

Pattern perception.

Artificial intelligence.

Algorithms.

Computer graphics.

Application software.

Image Processing and Computer Vision.

Pattern Recognition.

Artificial Intelligence.

Algorithm Analysis and Problem Complexity.

Computer Graphics.

Information Systems Applications (incl. Internet).

Local Subjects:

Image Processing and Computer Vision.

Pattern Recognition.

Artificial Intelligence.

Algorithm Analysis and Problem Complexity.

Computer Graphics.

Information Systems Applications (incl. Internet).

Physical Description:

1 online resource (XXII, 611 pages) : 276 illustrations.

Edition:

First edition 2012.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.

System Details:

text file PDF

Summary:

The three volume set LNCS 7583, 7584 and 7585 comprises the Workshops and Demonstrations which took place in connection with the European Conference on Computer Vision, ECCV 2012, held in Firenze, Italy, in October 2012. The total of 179 workshop papers and 23 demonstration papers was carefully reviewed and selected for inclusion in the proceedings. They where held at workshops with the following themes: non-rigid shape analysis and deformable image alignment; visual analysis and geo-localization of large-scale imagery; Web-scale vision and social media; video event categorization, tagging and retrieval; re-identification; biological and computer vision interfaces; where computer vision meets art; consumer depth cameras for computer vision; unsolved problems in optical flow and stereo estimation; what's in a face?; color and photometry in computer vision; computer vision in vehicle technology: from earth to mars; parts and attributes; analysis and retrieval of tracked events and motion in imagery streams; action recognition and pose estimation in still images; higher-order models and global constraints in computer vision; information fusion in computer vision for concept recognition; 2.5D sensing technologies in motion: the quest for 3D; benchmarking facial image analysis technologies.

Contents:

Putting the Pieces Together: Regularized Multi-part Shape Matching

Combined Motion Estimation and Reconstruction in Tomography

3D Object Classification Using Scale Invariant Heat Kernels with Collaborative Classification

3D Facial Landmark Localization Using Combinatorial Search and Shape Regression

Statistical Shape Analysis for Population Studies via Level-Set Based Shape Morphing

Group-Valued Regularization for Analysis of Articulated Motion

Drawing an Automatic Sketch of Deformable Objects Using Only a Few Images

Superfaces: A Super-Resolution Model for 3D Faces

Stable Spectral Mesh Filtering

Analytical Dynamic Programming Matching

Correspondences of Persistent Feature Points on Near-Isometric Surfaces

3D Reconstruction of Non-Rigid Surfaces in Real-Time Using Wedge Elements

Schrödinger Diffusion for Shape Analysis with Texture

Anchored Deformable Face Ensemble Alignment

Multiple Object Tracking via Prediction and Filtering with a Sobolev-Type Metric on Curves

Facial Model Fitting Based on Perturbation Learning and It's Evaluation on Challenging Real-World Diversities Images

Adaptive Rendering for Large-Scale Skyline Characterization and Matching

Ultra-wide Baseline Facade Matching for Geo-localization

A Memory Efficient Discriminative Approach for Location Aided Recognition

Web-Scale Vision and Social Media Weakly Supervised Learning of Object Segmentations from Web-Scale Video

Classifier Ensemble Recommendation

Towards Exhaustive Pairwise Matching in Large Image Collections

Large Vocabularies for Keypoint-Based Representation and Matching of Image Patches

Linearized Smooth Additive Classifiers

Ask'nSeek: A New Game for Object Detection and Labeling

Learning to Match Images in Large-Scale Collections

Efficient Mining of Repetitions in Large-Scale TV Streams with Product Quantization Hashing

An Efficient Parallel Strategy for Matching Visual Self-similarities in Large Image Databases

Atomic Action Features: A New Feature for Action Recognition

Spatio-temporal SIFT and Its Application to Human Action Classification

Statistics of Pairwise Co-occurring Local Spatio-temporal Features for Human Action Recognition

Visual Code-Sentences: A New Video Representation Based on Image Descriptor Sequences

Action Recognition Robust to Background Clutter by Using Stereo Vision

Recognizing Actions across Cameras by Exploring the Correlated Subspace

Chinese Shadow Puppetry with an Interactive Interface Using the Kinect Sensor

Group Dynamics and Multimodal Interaction Modeling Using a Smart Digital Signage

Automated Textual Descriptions for a Wide Range of Video Events with 48 Human Actions

Learning Implicit Transfer for Person Re-identification

Person Re-identification: What Features Are Important?

Towards Person Identification and Re-identification with Attributes

Local Descriptors Encoded by Fisher Vectors for Person Re-identification

Re-identification of Pedestrians in Crowds Using Dynamic Time Warping

Re-identification with RGB-D Sensors

Identity Inference: Generalizing Person Re-identification Scenarios

A General Method for Appearance-Based People Search Based on Textual Queries

Biological and Computer Vision Interfaces (BCVI) Lessons from the Primate Visual System

Neural Mechanisms for Form and Motion Detection and Integration: Biology Meets Machine Vision

Neural Fields Models of Visual Areas: Principles, Successes, and Caveats

Visual Cortex as a General-Purpose Information-Processing Device

Reading Out the Synaptic Echoes of Low-Level Perception in V1

Learning Invariant Feature Hierarchies

Fun with Asynchronous Vision Sensors and Processing

Spike-Based Image Processing: Can We Reproduce Biological Vision in Hardware?

Where Computer Vision Meets Art (VISART) PHOG-Derived Aesthetic Measures Applied to Color Photographs of Artworks, Natural Scenes and Objects

Wehrli 2.0 : An Algorithm for "Tidying up Art"

Feature Vector Definition for a Decision Tree Based Craquelure Identification in Old Paintings

Computer-Aided Reclamation of Lost Art

Evaluation of Digital Inpainting Quality in the Context of Artwork Restoration

Shaping Art with Art: Morphological Analysis for Investigating Artistic Reproductions

Artificial Mosaics with Irregular Tiles Based on Gradient Vector Flow

Identification of Illustrators

Locally Consistent ToF and Stereo Data Fusion.

Other Format:

Printed edition:

ISBN:

978-3-642-33863-2

9783642338632

Access Restriction:

Restricted for use by site license.