Content Gazette - August 2017 - 30

Contents

Volume 34 | Number 4 | July 2017

FEATURES

COLUMNS

Theory and Methods

6

Reader's Choice

18

8

Society News

43

60

GEOMETRIC DEEP LEARNING
Michael M. Bronstein,
Joan Bruna, Yann LeCun,
Arthur Szlam, and
Pierre Vandergheynst

10

OPTIMAL MASS TRANSPORT

Soheil Kolouri, Se Rim Park,
Matthew Thorpe, Dejan Slepcˇev,
and Gustavo K. Rohde

ADAPTIVE IMPORTANCE
SAMPLING

Mónica F. Bugallo,
Víctor Elvira, Luca Martino,
David Luengo, Joaquín Míguez,
and Petar M. Djuric´

14

ON THE COVER
This issue of IEEE Signal Processing Magazine showcases high-impact innovations in signal processing as
well as recent advances and activities through editorials,
feature articles, and a diverse set of columns.

143

COVER IMAGE: ©ISTOCKPHOTO.COM/MONSITJ

151

Visual and Speech Analytic

80
107

IMAGE AESTHETIC ASSESSMENT
Yubin Deng, Chen Change Loy,
and Xiaoou Tang

171

ADVANCED DATA EXPOITATION
IN SPEECH ANALYSIS

Zixing Zhang, Nicholas Cummins,
and Björn Schuller

Emerging Applications

130

183

DRIVER MODELING FOR DETECTION
AND ASSESSMENT OF DISTRACTION
John H.L. Hansen,
Carlos Busso, Yang Zheng,
and Amardeep Sathyanarayana

PG. 143

188
196

Top Downloads in IEEE Xplore
Nominations Open for 2017
IEEE Signal Processing Society Awards

Community Voices

What Do You Consider a
"Successful" Career?
Andres Kwasinski and Min Wu

Special Reports

Innovative Sensors Promise Longer
and Healthier Lives
John Edwards

SP Competitions

Embedded Systems Feel the Beat
in New Orleans
Craig T. Jin, Matthew E.P. Davies,
and Patrizio Campisi

SP Education

A Raspberry Pi-Based Platform
for Signal Processing Education
Gianni Pasolini, Alessandro Bazzi,
and Flavio Zabini
On "Flipping" a Large
Signal Processing Class
Waheed U. Bajwa

Lecture Notes

Demystifying Compressive Sensing
Heinrich Edgar Arnold Laue
Vertex-Frequency Analysis: A Way to
Localize Graph Spectral Components
Ljubiša Stankovic´, Miloš Dakovic´,
and Ervin Sejdic´

Tips & Tricks

Digital Envelope Detection:
The Good, the Bad, and the Ugly
Richard Lyons

Conference Highlights

It Really Was Lagniappe!
Magdy Bayoumi

In the Spotlight

How Biometric Authentication Poses
New Challenges to Our Security and Privacy
Nasir Memon

IEEE SIGNAL PROCESSING MAGAZINE (ISSN 1053-5888) (ISPREG) is published bimonthly by the Institute of Electrical and Electronics Engineers, Inc., 3 Park Avenue, 17th Floor, New York,
NY 10016-5997 USA (+1 212 419 7900). Responsibility for the contents rests upon the authors and not the IEEE, the Society, or its members. Annual member subscriptions included in Society fee.
Nonmember subscriptions available upon request. Individual copies: IEEE Members US$20.00 (first copy only), nonmembers US$241.00 per copy. Copyright and Reprint Permissions: Abstracting is
permitted with credit to the source. Libraries are permitted to photocopy beyond the limits of U.S. Copyright Law for private use of patrons: 1) those post-1977 articles that carry a code at the bottom of
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are permitted to photocopy isolated articles for noncommercial classroom use without fee. For all other copying, reprint, or republication permission, write to IEEE Service Center, 445 Hoes Lane,
Piscataway, NJ 08854 USA. Copyright © 2017 by the Institute of Electrical and Electronics Engineers, Inc. All rights reserved. Periodicals postage paid at New York, NY, and at additional mailing offices.
Postmaster: Send address changes to IEEE Signal Processing Magazine, IEEE, 445 Hoes Lane, Piscataway, NJ 08854 USA. Canadian GST #125634188
Printed in the U.S.A.

Digital Object Identifier 10.1109/MSP.2017.2693141

www.signalprocessingsociety.org
[30
] AUGUST
IEEE SIGNAL PROCESSING
MAGAZINE
| July2017
2017

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