, ? External reviewer for Pattern Recognition, 2015.

, ? External reviewer for Neural Computing and Applications, 2015.

, ? External reviewer for Signal Image and Video Processing, 2014.

, ? External reviewer for Journal of Supercomputing, 2010.

, ? External reviewer for Multimedia Tools and Applications, 2010.

, ? External reviewer for Knowledge and Information Systems, 2008.

, Articles in international journal with reviewing committee -AJI, issue.9

P. M. Falez;-p.-tirilly;-i and . Bilasco, Ph. Devienne; P. Boulet -Unsupervised visual feature learning with STDP: how far are we from traditional feature learning approaches? -Pattern Recognition, Journal Citations Report, vol.93, pp.418-429, 2018.

B. M. Allaert;-j.-mennesson;-i and ;. Bilasco, Djeraba -Impact of the face registration techniques on facial expressions recognition -Signal Processing : Image Communication, EURASIP, vol.61, pp.44-53, 2017.

M. Y. Tani,

A. Ghomari,

A. M. Lablack;-i and . Bilasco--ovis, Ontology video surveillance indexing and retrieval system -Int'l Journal of Multimedia Information Retrieval, vol.6, 2017.

T. M. Danisman;-i, Bilasco -In-plane face orientation estimation in still images -Multimedia Tools and Applications, vol.75, pp.7799-7829, 2016.

T. M. Danisman;-i and . Bilasco,

J. Martinet, Boosting gender recognition performance with a fuzzy inference system -Expert Systems with Applications, vol.42, pp.2772-2784, 2015.

A. Dahmane, ;. S. Larabi;-i, and ;. Bilasco, Djeraba -Head pose estimation based on face symmetry analysis -Signal, Image and Video Processing (SIViP), vol.9, pp.1871-1880, 2015.

T. M. Danisman;-i and . Bilasco,

J. Martinet and ;. Djeraba, Intelligent pixels of interest selection with application to facial expression recognition using multilayer perceptron -Signal Processing, Special issue on Machine Learning in Intelligent Image Processing, vol.93, pp.1547-1556, 2013.

S. M. Amir;-i and . Bilasco,

M. Rautiainen--cam4home, A generic ontology for a rich multimedia experience -Int'l, Journal of Computer Applications, vol.67, issue.12, pp.19-25, 2013.

S. M. Amir;-i, ;. Bilasco, and . Djeraba--mumie, Multi-level metadata mapping system -Journal of Multimedia, vol.6, pp.225-235, 2011.

, Articles in national journal without reviewing committee -AJN, issue.1

I. M. , Bilasco -La sémantique des scènes 3D : Une approche sémantique pour la recherche et la réutilisation de scènes 3D -Le monde des cartes -Revue du Comité Francais de Cartographie, pp.31-35, 0198.

, Articles or invited communications -AI, issue.4

I. M. , Bilasco -Extracting human behaviour from video streams -EU-Australia Workshop on Bilateral Cooperation in e-Health, 2011.

I. M. , Bilasco -Extracting human behaviour from video streams -Multitel Spring Workshop on Video Analysis, 2010.

I. M. Bilasco, CAM4HOME metadata framework -FP7 NoTube 4th PCC Meeting, 2009.

I. M. Bilasco, Metadata roles within CAM4HOME, ITEA2-CELTIC Joint Workshop, 2009.

, Articles in proceedings of international conferences with reviewing committee -ACI

P. Falez and ;. Tirilly,

I. M. Bilasco,

P. Boulet--multi, layered Spiking Neural Network with Target Timestamp Threshold Adaptation and STDP -Proc. Int'l Joint Conf. on Neural Networks (IJCNN), 2019.

R. Belmonte and ;. Tirrily,

I. M. Bilasco, ;. Djeraba, and ;. , Ihaddadenne -Video-based face aligned with local motion modeling, Proc. Int'l Winter Conf. on Applications of Computer Vision, 2019.

D. Poux and ;. Allaert,

J. Mennesson and ;. Ihaddadene,

I. M. Bilasco and ;. Djeraba, Mastering occlusions by using intelligent facial frameworks based on the propagation of movement -Proc

, Conf. on Content-Based Multimedia Indexing (CBMI), 2018.

C. M. Arslan;-i and . Bilasco,

J. Martinet, Dynamic index finger gesture video dataset for mobile interaction, Proc. Int'l Conf. on Content-Based Multimedia Indexing (CBMI), 2018.
URL : https://hal.archives-ouvertes.fr/hal-01845367

P. Falez and ;. Tirilly,

I. M. Bilasco,

P. Boulet, Mastering the output frequency in spiking neural networks -Proc. Int'l Joint Conf. on Neural Networks (IJCNN), 2018.

C. Arslan, F. Berthaut, J. Martinet, I. M. Bilasco, and L. Grisoni, The Phone with the flow: combining touch + optical flow in mobile instruments -Proc. Int'l Conf. on New interfaces for musical expression (NIME), 2018.

R. Belmonte and ;. Ihaddadenne,

P. M. Tirrily;-i and ;. Bilasco, Djeraba -Towards spatio-temporal face alignment in unconstrained conditions, Proc. Int'l Joint Conf. on Computer Vision, pp.433-438, 2018.

B. M. Allaert;-i, ;. Bilasco, and . Djeraba, Consistent optical flow maps for full and micro facial expression recognition, Proc. Int'l Joint Conf. on Computer Vision, Imaging and Computer Graphics Theory and Applications VISAPP 2017, vol.5, pp.235-242

J. Mennesson and ;. Dahmane,

T. M. Danisman;-i, Bilasco -Head yaw estimation using frontal face detector, Proc. Int'l Joint Conf. on Computer Vision, Imaging and Computer Graphics Theory and Applications VISAPP 2016, vol.4, pp.517-524

A. Aissaoui and ;. Dahmane,

J. M. Martinet;-i and . Bilasco, Introducing FoxFaces: a 3-in-1 head dataset -Proc. Int'l Joint Conf. on Computer Vision, Imaging and Computer Graphics Theory and Applications VISAPP 2016, vol.4, pp.533-537

, J. Mennesson; B. Allaert

I. M. Bilasco and ;. N. Van-der-aa,

A. Denis and ;. S. Cruz-lara, Faces and thoughts: an empathic dairy -Proc. IEEE Int'l Conf. on Automatic Face and Gesture Recognition, pp.1-1, 2015.

A. Lablack;-t.-danisman,

I. M. Bilasco and ;. , Djeraba -A local approach for negative emotion detection, Proc. Int'l Conf. on Pattern Recognition, pp.417-420, 2014.

T. M. Danisman;-i and ;. Bilasco, Djeraba -Cross-database evaluation of normalized raw pixels for gender recognition under unconstrained settings, Proc. Int'l Conf. on Pattern Recognition, pp.3144-3149, 2014.

M. Y. Tani,

A. Ghomari,

H. Belhadef and ;. Lablack,

I. M. , Bilasco -An ontology-based approach for inferring multiple object events in surveillance domain, Proc. Int'l Conf. on Science and Information, pp.404-409, 2014.

O. Hadjerci and ;. Lablack,

I. M. Bilasco and ;. , Djeraba -Affect recognition using magnitude models of motion, Proc. Int'l Conf. on MultiMedia Modelling, vol.8362, pp.339-344, 2014.

A. Dahmane, ;. S. Larabi, ;. M. Djeraba;-i, and . Bilasco, Learning symmetrical model for head pose estimation, Proc. 21st Int'l Conf. on Pattern Recognition, pp.3614-3617, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00804181

S. Amir and ;. Benabbas,

I. M. Bilasco and ;. Djeraba--mumie, a new system for multimedia metadata interoperability -Proc. 1st ACM Int'l Conf. on Multimedia Retrieval, 2011.

S. M. Amir;-i and . Bilasco,

T. Danisman, ;. E. Sayad, and ;. C. Djeraba, Multimedia metadata mapping : towards helping developers in their integration task -Proc. 8th Int'l Conf. on Advances in Mobile Computing and Multimedia (MoMM) 2010, pp.205-212

R. and A. E. Ghini,

I. M. Bilasco, ;. Ihaddadene, and ;. , Djeraba -Motion similarity measure between video sequences using multivariate time series modeling, Proc. Int'l Conf. on Machine and Web Intelligence (ICMWI), pp.292-296, 2010.

T. M. Danisman;-i, ;. Bilasco, and ;. Djeraba, Ihaddadene -Drowsy driver detection system using eye blink patterns, Proc. Int'l Conf. on Machine and Web Intelligence (ICMWI) 2010, pp.230-233

S. M. Amir;-i and . Bilasco,

T. Danisman and ;. Urruty,

I. E. Sayad and ;. C. Djeraba, Schema matching for integrating multimedia metadata -Proc. Int'l Conf. on Machine and Web Intelligence (ICMWI) 2010, pp.234-239

S. M. Amir;-i and . Bilasco,

T. Danisman;-t.-urruty and ;. Djeraba, Semi-automatic multimedia metadata integration -Proc. Conf. EKAW 2010 Poster and Demo Track, vol.674, 2010.

T. M. Danisman;-i, ;. Bilasco, and ;. Djeraba, Ihaddadene -Automatic facial feature detection for facial expression recognition, Proc. Int'l Joint Conf. on Computer Vision, Imaging and Computer Graphics Theory and Applications VISAPP 2010, pp.407-412

H. M. Zhang;-h.-nguyen;-i, . M. Bilasco-:-l, and . Gyu,

H. Wang, IPTV 2.0 from triple play to social TV -Proc. IEEE Int'l Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2010, pp.1-5
URL : https://hal.archives-ouvertes.fr/hal-00812316

I. M. Bilasco, ;. S. Amir, ;. Blandin, ;. Djeraba, ;. Laitakari et al.,

D. Pakkala,

M. Rautiainen,

M. Ylianttila,

J. Zhou, Semantics for intelligent delivery of multimedia content -Proc. Int'l Symposium On Applied Computing, pp.1366-1372, 2010.

S. M. Amir;-i and ;. Bilasco, Djeraba -A semantic approach to metadata management in sensor systems, Proc. Int'l Conf. Cognitive systems with interactive sensors (COGIS), pp.112-119, 2009.

I. M. Bilasco and ;. Espinosa,

H. Martin, -situ quantification of 3D scene complexity -Proc. Int'l Conf. on Advanced Geographic Information Systems and Web Services, pp.34-39, 2009.

, Articles in proceedings of international workshops with reviewing committee -AWI

B. Allaert and ;. Mennesson,

I. M. Bilasco--emogame, Towards a self-rewarding methodology for capturing children Faces in an engaging context, Proc. 7th Int'l Workshop, HBU 2016 at ACMMM 2016, pp.3-14, 2016.

T. Danisman and ;. Martinet,

I. M. , Bilasco -Pruning near-duplicate images for mobile landmark identification: A graph theoretical approach, Proc. 13th Int'l Workshop on Content-Based Multimedia Indexing, pp.1-4, 2015.

M. Y. Tani,

A. Lablack,

G. Abdelghani,

I. M. , Bilasco -Events detection using a videosurveillance Ontology and a rule-based approach -CONTACT Workshop in European Conf. on Computer Vision, pp.299-308, 2014.

I. M. Bilasco, ;. Lablack, ;. Dahmane, and ;. , Danisman -Analysing user visual implicit feedback in enhanced TV scenarios, Spontaneous Facial Behavior Analysis Workshop European Conf. on Computer Vision, pp.315-324, 2014.

L. Ballihi and ;. Lablack,

B. and B. Amor,

I. M. Bilasco,

M. Daoudi, Positive/negative emotion detection from RGB-D upper body images -1st Int'l Workshop on Face and Facial Expression Recognition from Real World Videos (FFER) in Int'l Conf. on Pattern Recognition, pp.109-120, 2014.

I. M. Bilasco and ;. Lablack,

T. Danisman, Data analysis of TV Shows viewers -1st Workshop on Empathic Television Experiences, 2014.

, Articles in proceedings of national conference with reviewing committee -ACN

D. Poux-;-b.-allaert, ;. M. Ihaddadene;-i, and ;. Bilasco, Djeraba -Étude de l'apport de la reconstruction des régions occultées du visage pour la reconnaissance des expressions -COmpression et REprésentation des, Signaux Audiovisuels (CORESA, 2018.

R. Belmonte and ;. Ihaddadene,

P. Tirilly,

I. M. Bilasco and ;. , Djeraba -Vers un alignement spatio-temporel du visage en conditions non contrôlées -COmpression et REprésentation des Signaux Audiovisuels (CORESA), p.2017

P. Falez, . Ph, ;. Devienne, . M. Tirilly;-i, and . Bilasco, C. Loyez; I. Sourikopoulos; P. Boulet -Flexible simulation for neuromorphic circuit design: motion detection case study -Actes de Conférence d'informatique en Parallélisme, Architecture et Système (ComPAS), 2017.

J. M. Mennesson;-i and . Bilasco,

B. , Allaert -Fast head turns detection in low quality videos using optical flow -Actes de Reconnaissance des Formes et l'Intelligence Artificielle (RFIA), 2016.

B. M. Allaert;-j.-mennesson;-i and ;. Bilasco, Djeraba -Etude de la dynamique du visage en situation d'interaction naturelle -Actes de COmpression et REprésentation des Signaux Audiovisuels (CORESA), 2016.

B. M. Allaert;-i and . Bilasco,

A. Lablack, Vers une reconnaissance d'état affectif à base de mouvements du haut du corps et du visage -Colloque National Compression et Représentation des Signaux Audiovisuels (CORESA), 2014.

W. Adaidi and ;. Lablack,

I. M. , Bilasco -Caractérisation locale des changements de texture pour la reconnaissance d'expressions faciales spontanées -Actes de Colloque National Compression et Représentation des Signaux Audiovisuels (CORESA), 2014.

T. M. Danisman;-i and . Bilasco,

J. Martinet and C. , Djeraba -Construction de masques faciaux pour améliorer la reconnaissance d'expressions -Actes de COmpression et REpresentation des Signaux Audiovisuels, 2012.

A. Dahmane and ;. S. Larabi,

I. M. Bilasco and ;. , Djeraba -Estimation discrète de l'angle pan de la tête -Actes de COmpression et REprésentation des Signaux Audiovisuels (CORESA), 2012.

S. M. Amir;-i and . Bilasco,

T. Urruty and C. , Djeraba -Vers une interopérabilité multi-niveaux des métadonnées -Actes INFORSID, 2011.

S. M. Amir;-i, :. Bilasco, ;. Urruty, and . Djeraba--mumie, Une approche automatique pour l'interopérabilité des métadonnées -Actes Extraction et Gestion des Connaissances (EGC), pp.347-352, 2011.

R. and A. E. Ghini,

I. M. Bilasco and ;. , Djeraba -Prédiction de séries temporelles et applications à l'analyse de séquences vidéos -Actes Extraction et Gestion des Connaissances (EGC), pp.713-714, 2011.

.. H. Md and . Sharif,

H. Alustwani,

I. M. Bilasco and ;. , Djeraba -Détection des mouvements anormaux dans des vidéos -Actes Extraction et Gestion des Connaissances (EGC), pp.699-700, 2011.

, Book chapters -BC, issue.3

S. M. Amir;-i, .. H. Bilasco;-md, and ;. Sharif, Djeraba -Towards a unified multimedia metadata management solution -Intelligent Multimedia Databases and Information Retrieval: Advancing Applications and Technologies, pp.170-194, 2012.

S. M. Amir;-i and . Bilasco,

T. Urruty, ;. Martinet, and ;. , Djeraba -Designing intelligent content delivery frameworks using MPEG-21 -The Handbook of MPEG Applications, Standards in Practice (Agius, Harry and Angelides, Marios), vol.19, pp.455-476, 2010.

I. M. Bilasco and ;. Gensel,

H. Martin,

M. Villanova-oliver, Indexing three dimensional scenes. -Encyclopedia of Multimedia, pp.346-352, 2008.
URL : https://hal.archives-ouvertes.fr/hal-01221808

. Pre-prints,

B. M. Allaert;-i and ;. Bilasco, Djeraba -Advanced local motion patterns for macro and micro facial expression recognition -Computing Research Repository (CoRR

B. M. Allaert;-i, ;. Bilasco, and ;. Djeraba, Zhang -Fully-connected neural networks and local motion patterns for micro and macro facial expression recognition

R. Belmonte;-b.-allaert and ;. M. Tirilly;-i, Bilasco -Study of the impact of face alignment on subsequent face analysis tasks in presence of head movements

B. M. Allaert;-i, Bilasco -Towards an adaptation of optical flow methods for facial expression analysis

, Gender LFW Pro Annotations This corpus provide manual annotations to categorize the LFW Pro (Huang et al. 2007) face image collection by topic genre. The annotations concern 7895 images. These annotations serve to have a wide range of images that validates the approaches of characterization of the genus

, ) face image collection by subject's genre and facial expressions. The annotations concern 4000 images of the corpus. As in the case of the Gender LFW Pro annotation corpus, we wanted to make new data available to the community for gender recognition. Having rich and varied corpora makes it possible to implement learning processes with a high degree of genericity, GENKI4K Gender-Emotion Annotations This corpus provide manual annotations to categorize the GENKI-4K, 2011.

, More details on these data and annotations corpora are available at the following address

B. Allaert, I. Bilasco, . Marius, and C. Et-djeraba, Consistent Optical Flow Maps for full and micro facial expression recognition, vol.5, p.10, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01503522

B. Allaert, . Mennesson, . José, I. Bilasco, . Marius et al., Chabane. Impact of the face registration techniques on facial expressions recognition. Sig. Proc.: Image Comm, vol.61, p.10, 2018.

. Amir, . Samir, I. Bilasco, . Marius, and C. Et-djeraba, Mumie: Multi-level metadata mapping system, Journal of Multimedia, vol.6, issue.3, p.10, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00804166

. Amir, . Samir, I. Bilasco, . Marius, and M. Et-rautiainen, CAM4Home : A Generic Ontology for a Rich Multimedia Experience, International Journal of Computer Applications, vol.67, issue.12, p.10, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00837766

M. Baccouche, . Mamalet, . Franck, . Wolf, . Christian et al., Sequential deep learning for human action recognition, Human Behavior Understanding, p.27, 2011.
URL : https://hal.archives-ouvertes.fr/hal-01354493

R. Belmonte, . Ihaddadene, . Nacim, . Tirilly, . Pierre et al., Ioan Marius. Towards spatio-temporal face alignment in unconstrained conditions, Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol.4, pp.433-438, 2018.

A. Dahmane, . Larabi, . Slimane, I. Bilasco, . Marius et al., Chabane. Head Pose Estimation Based on Face Symmetry Analysis. Signal, Image and Video Processing (SIVP), vol.9, p.9, 2015.

T. Danisman, I. Bilasco, and C. Et-djeraba, Cross-database evaluation of normalized raw pixels for gender recognition under unconstrained settings, 22nd IEEE International Conference on Pattern Recognition, vol.12, p.9, 2014.
URL : https://hal.archives-ouvertes.fr/hal-00973505

T. Danisman, I. Bilasco, and . Marius, In-plane face orientation estimation in still images, Multimedia Tools and Applications, vol.75, issue.13, p.9, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01169835

. Danisman, . Taner, I. Bilasco, E. Marius, and J. Martinet, Boosting gender recognition performance with a fuzzy inference system, Expert Systems with Applications, vol.42, issue.5, pp.2772-2784, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01111681