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Djamila AOUADA

Djamila AOUADA

Research scientist

Faculté ou Centre Interdisciplinary Centre for Security, Reliability and Trust
Adresse postale Université du Luxembourg
29, avenue JF Kennedy
L-1855 Luxembourg
Bureau sur le campus JFK Building, E03-307
E-mail
Téléphone (+352) 46 66 44 5744
Fax (+352) 46 66 44 5669

Djamila Aouada was born in Blida, Algeria, on November 10, 1982. She is Research Scientist at the Interdisciplinary Centre for Security, Reliability, and Trust (SnT), at the University of Luxembourg. She received the State Engineering degree (Ingéniorat d’État) in electronics in June 2005, from the École Nationale Polytechnique (ENP), Algiers, Algeria, and the Ph.D. degree in electrical engineering in May 2009 from North Carolina State University (NCSU), Raleigh, NC.

From June to August 2007, she participated in the data sciences summer school at Los Alamos National Laboratory (LANL), Los Alamos, NM, as part of the Geometric Measure Theory group (GMT). From July to September 2008, she worked as a consultant for Alcatel-Lucent Bell Laboratories, Murray Hill, NJ, and from October 2014 to March 2015 she worked as a consultant for Mitsubishi Electric Research Laboratories (MERL), Cambridge, MA. Her research interests span the areas of signal and image processing, computer vision, pattern recognition, and data modeling.  Since November 2009, Dr. Aouada has been performing and supervising research, and leading the computer vision activities at the SnT, University of Luxembourg. Her research interests span the areas of signal and image processing, computer vision, pattern recognition and data modelling. Dr. Aouada is member of the IEEE Signal Processing Society and the Eta Kappa Nu honour society (HKN). She is a co-author of a paper awarded Best Student Paper Award at IEEE 7th International Symposium on Image and Signal Processing and Analysis (ISPA’11).

Last updated on: mercredi, 14 octobre 2015

My research interests span the areas of signal and image processing, computer vision, and pattern recognition. I have a specific interest for mathematical data modeling. My emphasis is on solving practical engineering problems while borrowing theoretical tools (Manifold Theory, Differential Geometry, Measure Theory).



Last updated on: 04 avr 2011

Affiliations

  • Member of the Institute of Electrical and Electronics Engineers (IEEE)
  • Member of IEEE - Signal Processing Society (IEEE - SPS)
  • Member of IEEE - Women in Engineering (IEEE-WIN)
  • Member of Eta Kappa Nu (HKN)  honor society in Electrical and Computer Engineering

Service

  • Reviewer for IEEE Transactions on Image Processing (TIP, IEEE)
  • Reviewer for Signal Processing, International Journal (SigPro, Elsevier)
  • Reviewer for Journal of Visual Communication and Image Representation (JVCI, Elsevier)
  • Reviewer for Computational Statistics and Data Analysis (CSDA, Elsevier)
  • Reviewer for Computer Vision and Image Understanding Journal (CVIU, Elsevier)
  • Reviewer for the European Signal Processing Conference (EUSIPCO), 2006
  • Reviewer for IEEE International Conference on Image Processing (ICIP), 2006, 2007, 2008



Last updated on: 04 avr 2011

Curriculum Vitae



Last updated on: 21 avr 2015

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2017

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See detailVideo-Based Feedback for Assisting Physical Activity
Baptista, Renato; Goncalves Almeida Antunes, Michel; Aouada, Djamila; Ottersten, Björn

in 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP) (2017)

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See detailDeformation Based Curved Shape Representation
Demisse, Girum; Aouada, Djamila; Ottersten, Björn

in IEEE Transactions on Pattern Analysis & Machine Intelligence (2017)

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See detailUnsupervised Vanishing Point Detection and Camera Calibration from a Single Manhattan Image with Radial Distortion
Goncalves Almeida Antunes, Michel; Barreto, Joao P.; Aouada, Djamila; Ottersten, Björn

in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 (2017)

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See detailEnhanced Trajectory-based Action Recognition using Human Pose
Papadopoulos, Konstantinos; Goncalves Almeida Antunes, Michel; Aouada, Djamila; Ottersten, Björn

in IEEE International Conference on Image Processing, Beijing 17-20 Spetember 2017 (2017)

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See detailDEFORMATION TRANSFER OF 3D HUMAN SHAPES AND POSES ON MANIFOLDS
Shabayek, Abd El Rahman; Aouada, Djamila; Saint, Alexandre Fabian A; Ottersten, Björn

in IEEE International Conference on Image Processing, Beijing 17-20 Spetember 2017 (2017)

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2016

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See detailEnhancement of Dynamic Depth Scenes by Upsampling for Precise Super-Resolution (UP-SR)
Al Ismaeil, Kassem; Aouada, Djamila; Mirbach, Bruno; Ottersten, Björn

in Computer Vision and Image Understanding (2016)

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See detailReal-Time Enhancement of Dynamic Depth Videos with Non-Rigid Deformations
Al Ismaeil, Kassem; Aouada, Djamila; Solignac, Thomas; Mirbach, Bruno; Ottersten, Björn

in IEEE Transactions on Pattern Analysis & Machine Intelligence (2016)

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See detailFeature Engineering Strategies for Credit Card Fraud Detection
Correa Bahnsen, Alejandro; Aouada, Djamila; Stojanovic, Aleksandar; Ottersten, Björn

in Expert Systems with Applications (2016), 51

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See detailSimilarity Metric For Curved Shapes In Euclidean Space
Demisse, Girum; Aouada, Djamila; Ottersten, Björn

in IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016 (2016, June 26)

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See detailA Revisit to Human Action Recognition from Depth Sequences: Guided SVM-Sampling for Joint Selection
Goncalves Almeida Antunes, Michel; Aouada, Djamila; Ottersten, Björn

in IEEE Winter Conference on Applications of Computer Vision (WACV), 2016 (2016)

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See detailVisual and human-interpretable feedback for assisting physical activity
Goncalves Almeida Antunes, Michel; Baptista, Renato; Demisse, Girum; Aouada, Djamila; Ottersten, Björn

in European Conference on Computer Vision (ECCV) Workshop on Assistive Computer Vision and Robotics Amsterdam, (2016)

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See detailRGB-D and Thermal Sensor Fusion
Rocco, Ignacio; Goncalves Almeida Antunes, Michel; Aouada, Djamila; Ottersten, Björn

in 11th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP) (2016)

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2015

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See detailView-Independent Enhanced 3D Reconstruction of Non-Rigidly Deforming Objects
Afzal, Hassan; Aouada, Djamila; Destelle, Francois; Mirbach, Bruno; Ottersten, Björn

in 16th International Conference on Computer Analysis of Images and Patterns (2015)

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See detailReal-Time Non-Rigid Multi-Frame Depth Video Super-Resolution
Al Ismaeil, Kassem; Aouada, Djamila; Solignac, Thomas; Mirbach, Bruno; Ottersten, Björn

in IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'15), (Best paper award) (2015, June 12)

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See detailPatch-based Statistical Performance Analysis of Upsampling for Precise Super–Resolution
Aouada, Djamila; Al Ismaeil, Kassem; Ottersten, Björn

in 11th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP'15) (2015, March)

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See detailEnsemble of Example-Dependent Cost-Sensitive Decision Trees
Bahnsen, Alejandro Correa; Aouada, Djamila; Ottersten, Björn

in arXiv preprint arXiv:1505.04637 (2015)

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See detailExample-Dependent Cost-Sensitive Decision Trees
Correa Bahnsen, Alejandro; Aouada, Djamila; Ottersten, Björn

in Expert Systems with Applications (2015), 42(19), 6609-6619

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See detailA novel cost-sensitive framework for customer churn predictive modeling
Correa Bahnsen, Alejandro; Aouada, Djamila; Ottersten, Björn

in Decision Analytics (2015), 2(5),

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See detailDetecting Credit Card Fraud using Periodic Features
Correa Bahnsen, Alejandro; Aouada, Djamila; Stojanovic, Aleksandar; Ottersten, Björn

in IEEE International Conference on Machine Learning and Applications (2015, December)

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See detailTemplate-Based Statistical Shape Modelling on Deformation Space
Demisse, Girum; Aouada, Djamila; Ottersten, Björn

in 22nd IEEE International Conference on Image Processing (2015)

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See detailUnified Multi-Lateral Filter for Real-Time Depth Map Enhancement
Garcia Becerro, Frederic; Aouada, Djamila; Mirbach, Bruno; Solignac, Thomas; Ottersten, Björn

in Image & Vision Computing (2015), 41

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2014

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See detailKinectDeform: Enhanced 3D Reconstruction of Non-Rigidly Deforming Objects
Afzal, Hassan; Al Ismaeil, Kassem; Aouada, Djamila; Destelle, Franc ̧ois; Mirbach, Bruno; Ottersten, Björn

in Second International Conference on 3D Vision (2014)

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See detailRGB-D Multi-View System Calibration for Full 3D Scene Reconstruction
Afzal, Hassan; Aouada, Djamila; Fofi, David; Mirbach, Bruno; Ottersten, Björn

in 22nd International Conference on Pattern Recognition (ICPR'14) (2014)

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See detailSurface UP-SR for an Improved Face Recognition Using Low Resolution Depth Cameras
Aouada, Djamila; Al Ismaeil, Kassem; Kedir Idris, Kedija; Ottersten, Björn

in 11th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS'14) (2014)

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See detailSPN2: Single-Sided Privacy Preserving Nearest Neighbor and its Application to Face Recognition
Aouada, Djamila; Khader, Dalia

in 11th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS'14) (2014)

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See detailExample-Dependent Cost-Sensitive Logistic Regression for Credit Scoring
Correa Bahnsen, Alejandro; Aouada, Djamila; Ottersten, Björn

in 2014 13th International Conference on Machine Learning and Applications (2014, December 03)

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See detailImproving Credit Card Fraud Detection with Calibrated Probabilities
Correa Bahnsen, Alejandro; Stojanovic, Aleksandar; Aouada, Djamila; Ottersten, Björn

in Proceedings of the fourteenth SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014. (2014)

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2013

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See detailDynamic Super Resolution of Depth Sequences with Non-Rigid Motions
Al Ismaeil, Kassem; Aouada, Djamila; Mirbach, Bruno; Ottersten, Björn

in 20th International Conference on Image Processing (2013, September)

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See detailMutli-Frame Super-Resolution by Enhanced Shift & Add
Al Ismaeil, Kassem; Aouada, Djamila; Mirbach, Bruno; Ottersten, Björn

in 8th International Symposium on Image and Signal Processing and Analysis (2013)

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See detailDepth Super-Resolution by Enhanced Shift and Add
Al Ismaeil, Kassem; Aouada, Djamila; Mirbach, Bruno; Ottersten, Björn

in Computer Analysis of Images and Patterns, 15th International Conference, CAIP 2013, York, UK, August 27-29, 2013, Proceedings, Part II (2013)

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See detailCost sensitive credit card fraud detection using Bayes minimum risk
Correa Bahnsen, Alejandro; Stojanovic, A.; Aouada, Djamila; Ottersten, Björn

in International Conference on Machine Learning and Applications, 2013 IEEE 12th (2013)

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See detailCost Sensitive Credit Card Fraud Detection using Bayes Minimum Risk
Correa Bahnsen, Alejandro; Stojanovic, Aleksandar; Aouada, Djamila; Ottersten, Björn

in 12th International Conference on Machine Learning and Applications (2013)

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See detailReal-time depth enhancement by fusion for RGB-D cameras
Garcia Becerro, Frederic; Aouada, Djamila; Solignac, Thomas; Mirbach, Bruno; Ottersten, Björn

in IET Computer Vision (2013), 7(5), 335345

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2012

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See detailBilateral Filter Evaluation Based on Exponential Kernels
Al Ismaeil, Kassem; Aouada, Djamila; Mirbach, Bruno; Ottersten, Björn

in Pattern Recognition (ICPR), 2012 21st International Conference on (2012)

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See detailDepth Enhancement by Fusion for Passive and Active Sensing
Garcia Becerro, Frederic; Aouada, Djamila; Abdella, Hashim Kemal; Solignac, Thomas; Mirbach, Bruno; Ottersten, Björn

in Computer Vision – ECCV 2012. Workshops and Demonstrations (2012)

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See detailSpatio-Temporal ToF Data Enhancement by Fusion
Garcia Becerro, Frederic; Aouada, Djamila; Mirbach, Bruno; Ottersten, Björn

in 19th IEEE International Conference on Image Processing (2012)

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See detailReal-Time Distance-Dependent Mapping for a Hybrid ToF Multi-Camera Rig
Garcia Becerro, Frederic; Aouada, Djamila; Mirbach, Bruno; Ottersten, Björn

in IEEE Journal of Selected Topics in Signal Processing (2012), 6(5), 1-12

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2011

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See detailA New 1-D Colour Model and its Application to Image Filtering
Garcia Becerro, Frederic; Aouada, Djamila; Mirbach, Bruno; Ottersten, Björn

in 2011 7th International Symposium on Image and Signal Processing and Analysis (ISPA) (2011)

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See detailSpiral Colour Model: Reduction from 3-D to 2-D
Garcia Becerro, Frederic; Aouada, Djamila; Mirbach, Bruno; Ottersten, Björn

in International Conference on Acoustics, Speech and Signal Processing (2011)

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See detailA New Multi-Lateral Filter for Real-Time Depth Enhancement
Garcia Becerro, Frederic; Aouada, Djamila; Mirbach, Bruno; Solignac, Thomas; Ottersten, Björn

in 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance (2011)

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See detailReal-Time Hybrid ToF Multi-Camera Rig Fusion System for Depth Map Enhancement
Garcia Becerro, Frederic; Aouada, Djamila; Mirbach, Bruno; Solignac, Thomas; Ottersten, Björn

in 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2011)

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See detailWho Clicks There!: Anonymizing the Photographer in a Camera Saturated Society
Nagaraja, Shishir; Schaffer, Peter; Aouada, Djamila

in Workshop on Privacy in the Electronic Society (WPES) (2011)

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2010

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See detailMahalanobis-based Adaptive Nonlinear Dimension Reduction
Aouada, Djamila; Baryshnikov, Yuliy; Krim, Hamid

in 20th International Conference on Pattern Recognition (2010)

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See detailSquigraphs for Fine and Compact Modeling of 3-D shapes
Aouada, Djamila; Krim, Hamid

in IEEE Transactions on Image Processing (2010), 19

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2009

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See detailNovel similarity invariant for space curves using turning angles and its application to object recognition
Aouada, Djamila; Krim, Hamid

in IEEE International Conference on Acoustics, Speech and Signal Processing, 2009. ICASSP 2009 (2009)

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See detailMeaningful 3D shape partitioning using Morse functions
Aouada, Djamila; Krim, Hamid

in 2009 16th IEEE International Conference on Image Processing (2009)

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2008

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See detailGeometric modeling of rigid and non-rigid 3D shapes using the global geodesic function
Aouada, Djamila; Dreisigmeyer, David; Krim, Hamid

in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2008. CVPRW '08. (2008)

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See detail3D Object Recognition Using Fully Intrinsic Skeletal Graphs
Aouada, Djamila; Krim, Hamid

in International Conference on Computational Imaging, 2008 (2008, February)

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2007

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See detailStatistical Analysis of the Global Geodesic Function for 3D Object Classification
Aouada, Djamila; Feng, Shuo; Krim, Hamid

in IEEE International Conference on Acoustics, Speech and Signal Processing, 2007. ICASSP 2007 (2007)

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See detail3D Mixed Invariant and its Application on Object Classification
Feng, Shuo; Aouada, Djamila; Krim, Hamid; Kogan, Irina

in IEEE International Conference on Acoustics, Speech and Signal Processing, 2007. ICASSP 2007 (2007, April)

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