Computer Vision -- ECCV 2012. Workshops and Demonstrations : Florence, Italy, October 7-13, 2012, Proceedings, Part III / 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 (SpringerNature-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 7585

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 7585

Language:

English

Subjects (All):

Computer vision.

Pattern recognition systems.

Artificial intelligence.

Algorithms.

Computer graphics.

Application software.

Computer Vision.

Automated Pattern Recognition.

Artificial Intelligence.

Computer Graphics.

Computer and Information Systems Applications.

Local Subjects:

Computer Vision.

Automated Pattern Recognition.

Artificial Intelligence.

Algorithms.

Computer Graphics.

Computer and Information Systems Applications.

Physical Description:

1 online resource (XXIV, 684 pages) : 325 illustrations

Edition:

1st ed. 2012.

Contained In:

Springer Nature eBook

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:

Pixels, Stixels, and Objects

Fast Stixel Computation for Fast Pedestrian Detection

Second Workshop on Parts and Attributes Discovering a Lexicon of Parts and Attributes

How Important Are "Deformable Parts" in the Deformable Parts Model?

Bounding Part Scores for Rapid Detection with Deformable Part Models

Learning Compact Visual Attributes for Large-Scale Image Classification

Unsupervised Learning of Discriminative Relative Visual Attributes

Retrieval of Tracked Events and Motion in Imagery Streams (ARTEMIS 2012) A Method for Online Analysis of Structured Processes Using Bayesian Filters and Echo State Networks

Monocular Camera Fall Detection System Exploiting 3D Measures: A Semi-supervised Learning Approach

Person Identification Using Full-Body Motion and Anthropometric Biometrics from Kinect Videos

Spatio-temporal Video Representation with Locality-Constrained Linear Coding

Real Time Detection of Social Interactions in Surveillance Video

Towards Space-Time Semantics in Two Frames

SuperFloxels: A Mid-level Representation for Video Sequences

Relative Camera Localisation in Non-overlapping Camera Networks Using Multiple Trajectories

Detecting Interesting Events Using Unsupervised Density Ratio Estimation

Destination Flow for Crowd Simulation

3D Rotation Invariant Decomposition of Motion Signals

Learn to Move: Activity Specific Motion Models for Tracking by Detection

Flow Counting Using Realboosted Multi-sized Window Detectors

Dynamic Markov Random Field Model for Visual Tracking

Mode Seeking with an Adaptive Distance Measure

Constrained Clustering with Local Constraint Propagation

Occlusion Handling in Video Segmentation via Predictive Feedback

Pose Estimation in Still Images Collective Activity Localization with Contextual Spatial Pyramid

Viewpoint Invariant Collective Activity Recognition with Relative Action Context

On Recognizing Actions in Still Images via Multiple Features

Higher-Order Models and Global Constraints in Computer Vision Tighter Relaxations for Higher-Order Models Based on Generalized Roof Duality

Approximate Envelope Minimization for Curvature Regularity

Byung-soo Kim, Min Sun, Pushmeet Kohli, and Silvio Savarese Submodular Relaxation for MRFs with High-Order Potentials

Adjacency Matrix Construction Using Sparse Coding for Label Propagation

Climbing: A Unified Approach for Global Constraints on Hierarchical Segmentation

Information Fusion in Computer Vision for Concept Recognition Hierarchical Late Fusion for Concept Detection in Videos

Fast and Adaptive Deep Fusion Learning for Detecting Visual Objects

Hybrid Pooling Fusion in the BoW Pipeline

Joint Sparsity-Based Robust Multimodal Biometrics Recognition

GPS-Based Multi-viewpoint Integration for Anticipative Scene Analysis

Fusion of Speech, Faces and Text for Person Identification in TV Broadcast

Explicit Performance Metric Optimization for Fusion-Based Video Retrieval

Unsupervised Classemes

A Benchmarking Campaign for the Multimodal Detection of Violent Scenes in Movies

A Selective Weighted Late Fusion for Visual Concept Recognition

Fusion of Multiple Visual Cues for Visual Saliency Extraction from Wearable Camera Settings with Strong Motion

Enhancing Semantic Features with Compositional Analysis for Scene Recognition

Object Reading: Text Recognition for Object Recognition

Bayesian Multimodal Fusion in Forensic Applications

2.5D Sensing Technologies in Motion: The Quest for 3D (QU3ST) Noise Modelling and Uncertainty Propagation for TOF Sensors

Single Color One-Shot Scan Using Topology Information

View Planning Approach for Automatic 3D Digitization of Unknown Objects

Depth Enhancement by Fusion for Passive and Active Sensing

2.1 Depth Estimation of Frames in Image Sequences Using Motion Occlusions

Joint Spatio-temporal Depth Features Fusion Framework for 3D Structure Estimation in Urban Environment

A Virtual Environment Tool for Benchmarking Face Analysis Systems

An Open Source Framework for Standardized Comparisons of Face Recognition Algorithms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 547 Manuel G¨unther, Roy Wallace, and S´ebastien Marcel Adaptive Registration for Occlusion Robust 3D Face Recognition . . . . . . 557 Nese Alyuz, Berk Gokberk, and Lale Akarun Robust and Computationally Efficient Face Detection Using Gaussian Derivative Features of Higher Orders

Multi-view Facial Expression Recognition Analysis with Generic Sparse Coding Feature . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 578 Usman Tariq, Jianchao Yang, and Thomas S. Huang ECCV Demonstrations Real-Time Image Registration of RGB Webcams and Colorless 3D Time-of-Flight Cameras

Technical Demonstration on Model Based Training, Detection and Pose Estimation of Texture-Less 3D Objects in Heavily Cluttered Scenes

FaceHugger: The ALIEN Tracker Applied to Faces

INTAIRACT: Joint Hand Gesture and Fingertip Classification for Touchless Interaction

Fast and Precise Template Matching Based on Oriented Gradients

Object Categorization Based on a Supervised Mean Shift Algorithm

3D Gesture Touchless Control Based on Real-Time Stereo Matching

A Real-Time Scene Text to Speech System

Face-Based Illuminant Estimation

Object-Layout-Aware Image Retrieval for Personal Album Management

A Human vs. Machine Challenge in Fashion Color Classification

Understanding Road Scenes Using Visual Cues and GPS Information

The Leiden Augmented Reality System (LARS)

Prosemantic Image Retrieval

LZM in Action: Realtime Face Recognition System

Using 3D Models for Real-Time Facial Feature Tracking, Pose Estimation, and Expression Monitoring

Instant Scene Recognition on Mobile Platform

Adasens Advanced Driver Assistance Systems Live Demo

Real-Time 3D Motion Capture by Monocular Vision and Virtual Rendering

A Tai Chi Training System Based on Fast Skeleton Matching Algorithm

Emotion Mirror: A Novel Intervention for Autism Based on Real-Time Expression Recognition

Unsupervised Activity Analysis and Monitoring Algorithms for Effective Surveillance Systems.

Other Format:

Printed edition:

ISBN:

978-3-642-33885-4

9783642338854

Access Restriction:

Restricted for use by site license.