Video Analytics for Audience Measurement

First International Workshop, VAAM 2014, Stockholm, Sweden, August 24, 2014. Revised Selected Papers

Cosimo Distante, Sebastiano Battiato, Andrea Cavallaro (Herausgeber)

Buch | Softcover

X, 159 Seiten

2014 | 2014
Springer International Publishing (Verlag)
978-3-319-12810-8 (ISBN)

Artikel merken

This book constitutes the refereed contest reports of the 1st International Workshop, VAAM 2014, held in Stockholm, Sweden, in August 2014. The 10 revised full papers presented were carefully reviewed and selected from 13 submissions.The aim of this workshop is to provide an overview of state of the art methods for audience measurements in retail and Digital Signage, end-users attraction, and stimulate the creation of appropriate benchmark dataset to be used as reference for the development of novel audience measurement algorithms. Papers are invited under the following topics: demographics and modeling consumer behaviour.

Introduction.- The Applications of Video Analytics in Media Planning, Trade and Shopper Marketing.- Demographics.- Pervasive Retail Strategy using a Low-Cost Free Gaze Estimation System.- Face Re-Identification for Digital Signage Applications.- Evaluation of LBP and HOG Descriptors for Clothing Attribute Description.- Features descriptors for demographic estimation: a comparative study.- Comparison of Facial Alignment Techniques: with Test Results on Gender Detection Task.- Multi-view Face Detection with One Classifier for Video Analytics Systems.- Part 3 Modelling Consumer Behavior.- Online Audience Measurement System based on Machine Learning Techniques.- Modelling In-Store Consumer Behavior using Machine Learning and Digital Signage Audience Measurement Data.- Shopper Behavior Analysis Based on 3D Situation Awareness Information.- Shopper Analytics: a customer activity recognition system using a distributed RGB-D camera network.

Erscheint lt. Verlag	18.11.2014
Reihe/Serie	Image Processing, Computer Vision, Pattern Recognition, and Graphics
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	X, 159 p. 67 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	272 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Schlagworte	3d imaging • activity recognition and understanding • appeareance and texture representations • audience measurenent system • behaviour analysis • biometrics • Biometrie • Classifier SYstems • computer vision • Cross-validation • Digital Signage • face recognition • Feature Selection • Human-Computer interaction • iamge representation • interest point and salient region detections • machine learning • Object recognition • shape inference • Support Vector Machines • video analysis
ISBN-10	3-319-12810-8 / 3319128108
ISBN-13	978-3-319-12810-8 / 9783319128108
Zustand	Neuware