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Je suis directrice d'un département d'ingénierie solution chez THALES Communications & Security, au sein duquel nous réalisons les ingénieries systèmes bout en bout des solutions de communications pour les forces armées : Armée de l'Air, Marine nationale et Armée de Terre. J'y contribue à fournir des solutions modernes et résiliente de communications aux forces, à y insérer les innovations technologiques en ligne avec l'état de l'art, et à développer de manière continue les équipes techniques pour que leur travail soit à la fois passionnant et utile. Précédemment, j'ai occupé différents rôles de directrice technique, architecte système et responsable de projets toujours autour des solutions de communications radio-mobiles, en particulier dans le domaine aéro-naval militaire, mais aussi pour des usages civils. Mes sujets d'intérêt techniques concernent les enjeux d'architecture et d'optimisation des moyens de transmissions, et vous pourrez trouver plus de détails sur les sujets non-classifiés sur lesquels j'ai travaillé dans l'oblet "Mes travaux".

I am the director of a solution engineering department at THALES Communications & Security, where we carry out end-to-end system engineering communications solutions for the armed forces: Air Force, Navy and Army. In this position, I contribute to provide modern and resilient communications solutions to the forces, to insert technological innovations in line with the state of the art, and to continuously develop the technical teams so that their work is both exciting and useful. Previously, I have held various roles as technical director, system architect and project manager always around mobile radio communication solutions, in particular in the military air and naval domain, but also for civilian uses. My technical interests are related to the architecture and optimisation of communications systems, and you can find more details on the unclassified topics I have worked on in the "Mes travaux" section.

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Dernière modification : 11 septembre 2022
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Introduction to H.264 video coding standard



Table des matières


Introduction to the H.264 standard

Description of the H.264 video coding format

Dependencies inside the H.264 Video Coding Format



1. Introduction to the H.264 standard


Studies on H.264 began within the Video Coding Expert Group (VCEG) of ITU-T in 1999. The objectives of this standard were:

- to provide efficient compression (a reduction of about 50% for the average bitrate at equivalent visual quality when compared to the other existing standards),
- to present a reasonable ratio between complexity and coding efficiency,
- to be easily adaptable to networked applications, and in particular wireless networks and internet (hence over IP)
- to adopt a syntax easy to use, with a reduced number of profiles and options.

H.264 main target applications are:

- duplex real-time voice services (e.g. visiophony) over wired or wireless (such as UMTS) networks (bitrate below 1 Mb/s and low latency),
- good or high quality video services for streaming over satellite, xDSL, or DVD (bitrate from 1 to 8 Mb/s and possibly large latency),
- lower quality streaming for video services with lower bitrate such as over Internet (bitrate below 2 Mb/s and possibly large latency).

The first test model (TML-1) was delivered in August 1999. In December 2001, VCEG and MPEG decided to create a partnership and created the "Joint Video Team" (JVT) to establish a common standard, labelled H.264 or MPEG-4 AVC (advanced video coding). First drafts were proposed to ITU and ISO in 2002 and the final version of ITU document (JVT-G050) was establish in March 2003.

H.264 specifies only the video coding aspects, while the transport problematic is dealt by MPEG-4 system specifications. Still, as illustrated in Figure 1, H.264 includes above its coding layer a flexible adaptation layer that allow it to be compatible with transport technologies of both wireless and wired worlds:

- for phone networks through H.324 (circuit mode) or H.320 (fixed networks);
- IP world through RTP/UDP/IP or TCP/IP stacks.

This makes of H.264 a standard which is compatible with both mobile and fixed solutions, and can hence be a way to help the already beginning unification of those two worlds.


Figure 1 - H.264/AVC layer structure.

It is to be noted that while being now part of MPEG-4 standard, H.264 is not directly compatible with the other MPEG-4 video parts, as the compression tools greatly differ. While not being completely different from the other existing video standards, the video coding layer of H.264 is characterised by the following new key aspects:

- better motion compensation,
- smaller blocks in the coding transform,
- a new coding transform (inversible),
- improved deblocking filter
- more efficient entropy coding

This is leading to a noticeable bitrate reduction for equal quality when compared to the other standards, as illustrated in Table 1.

Mix CIF/QCIF

(4 QCIF sequences at 10 and 15 fr/s
and 4 CIF sequences at 15 and 30 frs/s).
Reasonable motion, no B frames.

Average bitrate gain when compared to:

MPEG-4 ASP

(Advanced Simple Profile)

H.263 CSC

(Conversational High Compression)

MPEG-4 SP

(Simple Profile)

H.263 Baseline

H.264 / AVC

28%

32%

34%

45%


Table 1 - Average gain in bitrate with H.264 over other standards and modes (source: JVT).

It is however to be noted that this gain has also a cost: H.264 baseline encoder (resp. decoder) is estimated to be four or five times (resp. two or three times) more complex than an MPEG-2 encoder (resp. decoder).

H.264 defines three profiles

- Baseline, which is particularly adapted to videoconferencing, video over IP and mobility applications. It implements only I and P frames, and a few error protection tools,
- Main, which is adapted to TV and video broadcasting and applications with large latency. It implements in particular interleaving mode, B frames, arithmetic entropy coding,
- eXtended, which is adapted to the streaming over various different channels, in particular wireless channels. It implements in particular adaptive rate solutions and error protection tools.

It is to be noted that the Extended profile contains the Baseline one, which is not the case of the Main profile, as illustrated by Figure 2, where the main tools implemented by each profile is indicated.


Figure 2 - H.264 profiles.

In terms of evolution and insertion in the market world, it seems that for now most of the implementations are using Baseline profile. Still considered as under development more than a year ago, H.264 is appearing since then and in particular since IBC'2003 in Amsterdam (Sept. 2003) as a technology that must be counted with. Proof of use were made by various constructors and operators interested by the standard last year: BT Research labs presented an H.264 decoder on a Nokia mobile 7650 with QCIF at about 20 kbit/s with 14 fr/s. LSI Logic presented an encoder Main@Level 3 assembling FPGA and Pentiums, a real-time baseline encoder was proposed by Vanguard Software Solutions working on a simple Pentium IV PC.

It is undeniable that H.264 is now surfing on the newly developing wave of video over wireless and streaming over Internet, and that it will soon be a real candidate to be taken into account by existing standards, if patent issues do not slow its rise down as they did for MPEG-4.

A drawback of H.264 is that it does not include scalability, except for temporal scalability (an illustration of temporal scalability is presented in Figure 3) offered by the use of Bi-directional (B) frames in eXtended or Main profiles. This could however change, as the forum MPEG-21 scalable video coding (SVC) is considering, among other solutions, a scalable extension to H.264/AVC.


Figure 3 - Illustration of temporal scalability.

2. Description of the H.264 Video Coding Format


H.264 standard relies on the global coding scheme presented in Figure 4.


Figure 4 - H.264 global coding scheme.

Let us focus on a few elements of this coding scheme, in particular on those which present novelties when compared to traditional predictive coding standards. First, one finds the separation in macro-blocks and then blocks: each image is sub-divided in 16x16 pixels macro-blocks, which are themselves divided in 4x4 pixels blocks, as illustrated by Figure 5. Then one finds then the used transform, which is no more a DCT but an integer transform called H which is an approximation of the DCT and presents the advantage to be invertible without loss. This transform is always applied to 4x4 blocks and is given its matrix H:


Figure 5 - Separation in macro-block/block in H.264 standard.

Following the H transform, one finds a uniform scalar quantization. A deblocking filter was then introduced that allow to combat the blocking effect due to the transform and quantification, as illustrated by Figure 6.


Figure 6 - Effect of the deblocking filter in H.264 coding scheme.

Another very important innovation introduced by JVT team is the fact that even intra blocks use prediction, called Intra prediction, which relies on the adjacent blocks of the Intra image. Two different prediction modes are defined, with different precision level: the first one is the mode 16x16, which is in consequence used for lower bitrates and areas of the image with less details, whereas the mode 4x4 is more used in detailed areas and for higher bitrates. The prediction directions proposed by each mode are presented in Figure 7.


Figure 7 - Existing intra prediction modes in H.264 standard.

The Motion Estimation block contains also a new feature, in the sense were the precision of the estimation can vary in the image, as illustrated by Figure 8.


Figure 8 - Example of motion estimation in H.264, with a variable precision.

Finally comes the entropy coding that introduces also several original ideas. Two main modes have been defined: the first and more classical one is the CAVLC mode, for Context-based Adaptive Variable-Length Coding. It relies on traditional variable length codes (VLC) such as the Exponential-Golomb one presented in Table 2. The second mode relies on arithmetic coding, such as JPEG 2000 standard, and is called CABAC mode, for Context-based Adaptive Binary Arithmetic Coding. In practice, it was observed that CABAC offered better compression performances than CAVLC but for a greater complexity. As a consequence, CABAC is only part of Main profile, whereas CAVLC is used for all profiles, and in particular the eXtended profile which is adapted to the streaming over various different channels, in particular wireless channels.

Code number

Codewords

0

1

1

0   1   0

2

0   1   1

3

0 0   1   0 0

4

0 0   1   0 1

5

0 0   1   1 0

6

0 0   1   1 1

7

0 0 0   1   0 0 0

8

0 0 0   1   0 0 1

9

0 0 0   1   0 1 0

10

0 0 0   1   0 1 1

11

0 0 0   1   1 0 0

 

prefix bits   .   suffix bits


Table 2 - Example of entropy code: Exponential Golomb (CAVLC mode).

The resulting syntax of the H.264 coding standard is then obtained by following the scheme presented in Figure 9 in the case of an Intra frame, which shows all the operations that are carried out by the standard to create the compressed bitstream.


Figure 9 - Generating H.264 codestream.

3. Dependencies inside the H.264 Video Coding Format


H.264 standard presents a new notion when compared to MPEG-4, in the sense where I frames consists of frames fully encoded in Intra mode, but with the possibility for later frames to take as a reference a frame appearing before the I. "Classical" I frames in the sense of fully intra coded frames that moreover corresponding to a complete flush of the reference buffers are called IDR frames.

Another difference introduced by H.264 standards is what is called the Multi-reference mode, which is illustrated by Figure 10. Contrarily to previous video coding standards that were using simple reference mode that is to say where the P prediction could only be done with respect to a given preceding picture and a B prediction with respect to one P or I frame in each direction, H.264 allows to use up to 32 different frames as reference for each P-slice and up to 64 different frames for each B-Slice. The pictures that are encoded or decoded and available for reference are stored in the Decoded Picture Buffer (DPB). In practice, they are marked either as a short term reference picture, indexed according to PicOrderCount, or as a long term reference picture, indexed according to LongTermPicNum. When the DPB is "full", only the oldest short term picture is removed. Long term are not removed except by an explicit command in the bitstream.


Figure 10 - Multi-reference principle in H.264 standard.
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Dernière modification : 4 janvier 2005
Last modification: January 5th, 2005

Brevets déposés, articles de revue, articles de conférence, chapitres d'ouvrage, contributions en standardisation et congrès sans actes


Published and granted patents applications (37: 32 granted, 5 cancelled)
B. Letellier, S. Charlot, J. Guyot, C. Lamy-Bergot, S. Lys, J-D. Dubant "Augmentation des performances d`équipements électroniques", Application FR1800084A·2018-01-25 (in French), filled January, 25th 2018. Patent granted (FR3077145)
G. Multédo, C. Lamy-Bergot et J-L.  Rogier "Procédé et système de communications", Application FR 16.01800 (in French), filled December, 19th 2016. Patent granted (FR3060922B1, EP3337289B1)
F. Ngo Bui Hung, C. Lamy-Bergot et D. Chulot "Antenne bi-boucle pour engin immergé", Application FR 16.00476 (in French), filled March, 22th 2016. Patent granted (FR3049397B1, EP3223360B1)
N. Haziza, C. Lamy-Bergot et R. Painchault "Procédé et système de gestion de ressources radio dans un réseau de communication radio-mobile", Application FR 14.03022 (in French), filled December, 29th 2014. Patent granted (EP3241393B1, FR3031270B1)
C. Lamy-Bergot "Procédé pour améliorer la prise de liaison en bande HF en utilisant une capacité large bande", Application FR 13.01791 (in French), filled July, 25th 2013. Patent granted (US9480094, FR 3009160).
C. Lamy-Bergot et J-L. Rogier "Procédé de gestion des fréquences HF en utilisation large bande", Application FR 13.01792 (in French), filled July, 25th 2013. Patent granted (EP2830342,FR3009152, US9660790).
C. Lamy-Bergot et J-B. Chantelouve "Procédé et système pour l'établissement et le maintien de liaison large bande", Application FR 12.03407 (in French), filled December, 14th 2012. Patent granted (FR2999844, US9474091, EP2744263).
S. Herry, S. Traverso et C. Lamy-Bergot "Procédé et système pour la désynchronisation de canaux dans des systèmes de communication multi-porteuses", Application FR 12.03015 (in French), filled November, 9th 2012. Patent granted (FR2998120, US9258162).
C. Lamy-Bergot et J-Y. Bernier "Système et procédé pour transmettre plusieurs flux multiservices en bande HF", Application FR 12.01242 (in French), filled April, 27th 2012. Patent granted (FR2990093, US9723515).
J-C.  Thill, F. Verhaeghe, I. Herbin, R. Massin; G. Monzat et C. Lamy-Bergot "Système et procédé d'allocation de ressources de communications", Application FR 12.00441 (in French), filled February, 16th 2012. Patent granted (FR2987200, EP2815624, US9615375).
C. Lamy-Bergot, S. Herry et B. Marin, "Procédé et système de communication utilisant des schémas de modulation et codage dynamiques sur des canaux de communication HF large bande", Application FR 11.03083 (in French), filled October, 10th 2011. Patent granted (FR2981232, US9444600).
C. Lamy-Bergot, "Procédé et système permettant l'allocation dynamique de puissance et/ou modulation dans un système comprenant n canaux", Application FR 11.03085 (in French), filled October, 10th 2011. Patent granted (FR2981233, US9363760).
C. Lamy-Bergot, P. Crambert, G. Multédo, D. Mérel et J-F. Gaschi, "Procédé et système de communications adaptatives en bande HF", Application FR 10.04650 (in French), filled November, 30th 2010. Patent granted (FR2968149, US9008594, EP2458770).
C. Lamy-Bergot, B. Gadat, S. Marcille et E. Renan, "Procédé et système pour la détermination de paramètres de codage sur des flux à résolution variable", Application FR 09.06007 (in French), filled December, 11th, 2009. Patent granted (FR2954036, EP2510701, US9185436).
C. Lamy-Bergot et S. Marcille, "Procédé d'estimation de la qualité vidéo à une résolution quelconque", Application FR 09.06006 (in French), filled December, 11th, 2009. Patent granted (FR2954035, US8493449).
C. Lamy-Bergot et R. Fracchia, "Procédé de transmission de données multimédia dans des réseaux de communication ad-hoc (procedure for transmission of multimedia data in adhoc communication networks)", Application FR 09.03789 (in French), filled July, 31th, 2009. Patent granted (FR 2948838, US8321754, EP2282432, ES2441448).
C. Lamy-Bergot et B. Gadat, "Outil et procédé de détermination des paramètres de codage pour une allocation de débit disponible entre une opération de codage de source et une opération de protection par ajout de codage correcteur d'erreur", Application FR 08.05513 (in French), filled October 6th, 2008. Patent granted (FR2936926, US8798144).
C. Lamy-Bergot et P. Hammes, "Procédé et dispositif de transmission robuste d`en-têtes réseau compressées (procedure for robust transmission of compressed network headers)", Application FR 07.08544 (in French), filled December 7th, 2007. Patent granted (FR2924887, US8576816).
C. Lamy-Bergot et C. Bergeron, "Procédé permettant de déterminer des paramètres de compression et de protection pour la transmission de données multimédia sur un canal sans fil (procedure for determining compression and protection parameters for transmission of multimedia data over a wireless channel)", Application FR 06.08992 (in French), filled October 13th, 2006. Patent granted (CA2656453, EP2036359, JP5034089, KR101380505, US8300708).
C. Lamy-Bergot et C. Bergeron, "Procédé permettant de déterminer des paramètres de compression et de protection pour la transmission de données multimédia sur un canal sans fil (procedure for determining compression and protection parameters for transmission of multimedia data over a wireless channel)", Application FR 06.05882 (in French), filled June 29th, 2006. Patent granted (FR 2903272).
C. Lamy-Bergot et C. Bergeron, "Procédé de protection de données multimédia au moyen de couches d\'abstraction réseau (NAL) supplémentaires (procedure for protection multimedia data by supplementary network abstraction layers (NAL))", Application FR 06.02380 (in French), filled March 17th, 2006. Patent granted (CA2646870, FR2898754, JP5374768, KR101353128, US8769383).
C. Lamy-Bergot et C. Bergeron, "Procédé de chiffrement sélectif compatible pour flux (compatible selective encryption procedure for video streams)", Application FR 04.13746 (in French), filled December 22th, 2004. Patent granted (FR2879878, US8160157).
C. Lamy-Bergot et C. Bergeron, "Procédé de mise en forme de trames d'une séquence vidéo (Procedure to organise frames in a video sequence)", Application FR 04.08802 (in French), filled August 10th, 2004. Patent granted (FR2874292, JP4654244, US8284846).
C. Lamy et P. Vila, "Procédé de transmission d'informations supplémentaires par compression d'en-tête (Method for transmitting additional information by compression of the header)", Application FR 03.09553 (in French), filled August 1st, 2003. Patent granted (FR2857194).
C. Lamy et P. Vila, "Procédé de transmission d'informations supplémentaires par compression d'en-tête (method for transmitting supplementary information with header compression)", Application FR 03.08235 (in French), filled July 4th, 2003. Patent granted (FR2857182) later merged with FR2857194 above.
D. Nicholson et C. Lamy, "Procédé et système de protection de données avec en tête dans un système de transmission (method and system for protecting data with headers in a transmission system)", Application FR 03.02881 (in French), filled March 7th, 2003. Patent granted (US7302632, FR2852180).
- C. Lamy, "Method of building a variable-length error code", European patent application number 03 290801.4., filled March 28th, 2003. Patent application published as WO2004086632, then withdrawn.
C. Lamy, "Method of building a variable-length error code", European patent application number 03 290714.9, filled March 20th, 2003. Patent granted (US7266755).
C. Lamy, "Method of building a variable-length error code", European patent application number 03 290604.2, filled March 11th, 2003. Patent granted (US7178094).
- S. Mérigeault, C. Lamy and N. Vanhaelewyn, "Récepteur destiné à traiter une unité de données reçue via un réseau (Receiver for processing a data unit)", European patent application number 02 14035 (filled in French), filled November 8th, 2002. Patent application published as WO2004043038, then withdrawn.
C. Lamy, "Method of building a variable-length error code", European patent application number 02 292624.0, filled October 23th, 2002. Patent granted (US7222283).
C. Lamy, "Method and device for source decoding a variable-length soft-input codewords sequence", European patent application number 02 292223.1, filled September 11th, 2002. Patent granted (US7249311).
- C. Lamy and S. Mérigeault, "Method of correcting an erroneous frame by a receiver", European patent application number 02 06501, filled May 28th, 2002. Patent application published as WO03101028, then withdrawn.
- C. Lamy, L. Meilhac and S. Mérigeault, "System for transmitting additional information via a network", European patent application number 02 290950.1, filled April 16th, 2002. Patent application published as WO03051016, then withdrawn.
- C. Lamy and S. Chabbouh, "Signal processing method, and corresponding encoding method and device", European patent application number 01 403034.0, filled November 27th, 2001. Patent application published as WO03047112, then withdrawn.
L. Meilhac and C. Lamy, "Method of decoding a variable-length codeword sequence", European patent application number 01 402911.0, filled November 13th, 2001. Patent granted (DE60207440, EP1449306).
C. Lamy and O. Pothier, "Method of decoding a variable-length codeword sequence", European patent application number 01 401349.4, filled May 22th, 2001. Patent granted (US6891484, EP1397869, DE60215807).

Journal papers (15)
B. Baynat, H. Khalifé, V. Conan, C. Lamy-Bergot and R. Prouvez, "On the Design of Automatic Link Establishment in High Frequency Networks", International Journal of Networking and Computing (IJNC), vol. 7, n.2, pp.419-446, July 2017. doi: 10.15803/ijnc.7.2_419.
C. Lamy-Bergot, R. Fracchia, G. Feher, G. Jeney, M. Mazzotti, J. Zhuo, G. Panza, E. Piri, T. Sutinen, J. Vehkapera and P. Amon, "Optimisation of Multimedia over wireless IP links via X-layer design: an end-to-end transmission chain simulator", SPRINGER Multimedia Tools and Applications journal, special issue on Mobile Media Delivery, vol.55, n. 2, pp.261-288, November 2011. doi: 10.1007/s11042-010-0571-6.
C. Lamy-Bergot and B. Gadat, "Embedding Protection Inside H.264/AVC and SVC Streams", EURASIP Journal on Wireless Communications and Networking, Article ID 729695, 11 pages, August 2010. doi:10.1155/2010/729695.
Raphaël Massin, Catherine Lamy-Bergot, Christophe Le Martret and Roberta Fracchia, "OMNeT++ based cross-layer simulator for content transmission over wireless ad hoc networks", EURASIP Journal on Wireless Communications and Networking, Article ID 502549, January 2010. doi:10.1155/2010/502549.
Catherine Lamy-Bergot, Anissa Mokraoui-Zergainoh, Thomas André et Béatrice Pesquet-Popescu, "Panorama des techniques de codage/décodage conjoint et techniques de diversité adaptées à la transmission de flux vidéo et HTML sur lien IP sans fil point/multipoint", Revue Traitement du Signal, vol. 25, n. 5, Oct. 2008. (in French). IIETA reference: 10.3166/TS.25.417-448
J. Huusko, J. Vehkapera, P. Amon, C. Lamy-Bergot, G. Panza, J. Peltola and M.G. Martini, "Cross-layer architecture for Scalable Video Transmission in wireless networks", in 'Signal Processing: Image Communication', Elsevier, Special Issue on Mobile Video, vol. 22, issue 3, pp. 317--330, March 2007. This article has been cited as the most downloaded paper that was published in 2007 (as of 6 Feb. 2008) in Eurasip Newsletter June 2008. doi:10.1016/j.image.2006.12.011.
M.G. Martini, M. Mazzotti, C. Lamy-Bergot, J. Huusko and P. Amon, "Content adaptive network aware joint optimization of wireless video transmission", IEEE Communications Magazine, pp.84--90, January 2007. doi: 10.1109/MCOM.2007.284542.
C. Poulliat, C. Lamy-Bergot, D. Declercq and I.nbsp;Fijalkow, "Une comparaison de récepteurs source-canal conjoint utilisant des codes LDPC", Revue Traitement du Signal, vol. 23, n. 5-6, pp.425--437, Déc. 2006. (in French). IIETA reference: 10.3166/TS.23.425-437
C. Bergeron, C. Lamy-Bergot, G. Pau, and B. Pesquet-Popescu, "Temporal Scalability through Adaptive M-Band Filter Banks for Robust H.264/MPEG-4 AVC Video Coding", EURASIP Journal on Applied Signal Processing, Article ID 21930, 11 pages, March 2006. doi: 10.1155/ASP/2006/21930.
C. Poulliat, D. Declercq, C. Lamy-Bergot and I. Fijalkow, "Analysis and Optimisation of irregular LDPC codes for joint source-channel decoding", IEEE Communications Letters, vol. 9, n. 12, pp.1064-1066, December 2005. doi: 10.1109/LCOMM.2005.1576589.
D. Nicholson, C. Lamy-Bergot, X. Naturel and C. Poulliat, "JPEG 2000 backward compatible error protection with Reed-Solomon codes", IEEE Transactions on Consumer Electronics, vol. 49, n. 4, pp.855-860, Nov. 2003. doi: 10.1109/TCE.2003.1261166.
S. Chabbouh and C. Lamy, "A structure for fast synchronising variable-length codes", IEEE Communications Letters, vol. 6, no. 11, pp. 500-502, Nov 2002. doi: 10.1109/LCOMM.2002.805547.
C. Lamy and J. Boutros, "On Random Rotations Diversity and Minimum MSE Decoding of Lattices", IEEE Transactions on Information Theory, vol. 46, n0 4, pp. 1584-1589, July 2000. doi: 10.1109/18.850699.
C. Lamy, "Communications à grande efficacité spectrale sur le canal à évanouissements", Ph.D. dissertation, École Nationale supérieure des Télécommunications, Paris, France, April 2000 (ENST 2000 E08, ISSN 0751-1353 ENST E).
C. Lamy and J. Boutros, "Décodage à sortie souple des réseaux de points", Annales des Télécommunications, vol. 53, n0 9-10, pp.353-360, Oct. 1998. doi: 10.1007/bf02998501

Conferences (35)
C Bergeron, Catherine Lamy-Bergot, W. Hammidouche and W. Puech, "Selective secret sharing scheme for privacy of image and video compressed in MPEG-like formats," Proceedings of IEEE International Workshop on Multimedia Processing (MMSP`23), Poitiers, France, September 2023.
Iyad Lahsen-Cherif, Huan Liu and Catherine Lamy-Bergot, "Real-Time Drone Anti-Collision Avoidance Systems: an edge Artificial Intelligence Application," Proceedings of IEEE Radar Conference (RadarConf22), New York City, USA, May 2022. doi: 10.1109/RadarConf2248738.2022.9764175
J-Y. Bernier, B. Ravera and C. Lamy-Bergot, "HF-XL airborne trials over the Atlantic," Proceedings of Nordic HF conference, Fårö, Sweden, August 2022. (conference website)>
J-Y. Bernier, P. Crambert, C. Lamy-Bergot and J-L. Rogier, "Integration of IP services over High Data Rate HF capabilities," Proceedings of Nordic HF conference, Fårö, Sweden, August 2019. (conference website)
J. Guyot, C. Lamy-Bergot, S. Charlot, B. Chauvel, L. Gaulier and B. Letellier, "Monitoring of internal and external conditions during a flight test to ensure an efficient Validation procedure," Proceedings of European Test and Telemetry Conference (ETTC'19), Toulouse, France, June 2019. (conference website and book of abstracts)
F. Benbadis, H. Khalifé and C. Lamy-Bergot, "Efficient Scheduling for Planned Robot Networks," Proceedings of the 25th International Conference on Telecommunications (ICT), Saint-Malo, France, June 2018. doi: 10.1109/ICT.2018.8464849
C. Lamy-Bergot, J-L. Rogier, J-Y. Bernier, J-B. Chantelouve, P. Stevens and P. Crambert, "Time-division approach in HF wideband: surfing the wave to offer a better performance," Proceedings of IEEE Military Communications Conference (MILCOM 2017), Baltimore, USA, Oct. 2017. doi: 10.1109/MILCOM.2017.8170744
C. Lamy-Bergot, A. Kermorgant, F. Gourgue, J-Y. Bernier, H. Diakhaté and J-L. Rogier, "Wideband HF transmissions: operating in a crowded spectrum," Proceedings of Nordic HF conference, Fårö, Sweden, August 2016. (conference website)
R. Prouvez, B. Baynat, H. Khalife, V. Conan and C. Lamy-Bergot, "Modeling Automatic Link Establishment in HF Networks," IEEE Military Communications Conference (MILCOM 2015), Tampa, Florida, USA, pp. 1630-1635, 26-28 Oct. 2015. doi: 10.1109/MILCOM.2015.7357678
C. Lamy-Bergot, J-B. Chantelouve, J-L. Rogier, H. Diakhaté and B. Gouin, "Improved error correction for Stanag 4539 appendix H proposal: HF XL," IEEE Military Communications Conference (MILCOM 2015), Tampa, Florida, USA, pp. 1182-1187, 26-28 Oct. 2015. doi: 10.1109/MILCOM.2015.7357606
B. Baynat, R. Prouvez, H. Khalifé, V. Conan, C. Lamy-Bergot "Modélisation d'un mécanisme de prise de ligne dans les réseaux de communication HF," ALGOTEL 2015, 17èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Beaune, France, Juin 2015. (in French) (conference website)
C. Lamy-Bergot, J-B. Chantelouve, J-Y. Bernier, H. Diakahté and J-L. Rogier, "HFXL: adaptive wideband HF transmissions," Proceedings of Nordic HF conference, Fårö, Sweden, August 2013. Best paper award granted by the Nordic Radio Society (NRS).
C. Lamy-Bergot, S. Herry, J-Y. Bernier and F. Ngo Bui Hung, "On-air tests results for HFXL wideband modem," Proceedings of Nordic HF conference, Fårö, Sweden, August 2013. (conference website)
C. Lamy-Bergot and B. Gadat, "Application control for fast adaptive error resilient H.264/AVC streaming over IP wireless networks," Proceedings of IEEE ICASSP'11, pp.2332-2335, Prague, Czech republic, May 2011. doi: 10.1109/ICASSP.2011.5946950.
R. Fracchia, B. Gadat and C. Lamy-Bergot, "End-to-end application control of video streaming: implementation and performance evaluation," Proceedings of IEEE VTC Spring'11, pp.1-5, Yokohama, Japan, May 2011. doi: 10.1109/VETECS.2011.5956542.
R. Fracchia and C. Lamy-Bergot, "P2ProxyLite: efficient video streaming in wireless ad-hoc networks," Proceedings of IEEE PIMRC'10, Sept. 2010, Istanbul, Turkey. doi: 10.1109/PIMRC.2010.5671637
C. Lamy-Bergot, E. Renan, B. Gadat and D. Lavaux, "Data supervision for adaptively transcoded video surveillance over wireless links," Proceedings of the IEEE Int. Conf. on ITS Telecommunications (ITST`09), Oct. 20-22 2009, Lille, France. doi: 10.1109/ITST.2009.5399319
C. Lamy-Bergot, S. Ambellouis, L. Khoudour, D. Sanz, N. Malouch, A. Hocquard, J-L. Bruyelle, L. Petit, A. Cappa, A. Barro, E. Villalta, G. Jeney and K. Egedy, "Transport system architecture for on board wireless secured A/V surveillance and sensing," Proceedings of the IEEE Int. Conf. on ITS Telecommunications (ITST`09), Oct. 20-22 2009, Lille, France. doi: 10.1109/ITST.2009.5399290.
C. Lamy-Bergot, B. Candillon, B. Pesquet-Popescu and B. Gadat, "A simple multiple description coding scheme for improved peer-to-peer video distribution over mobile links," Proceedings of the IEEE Picture Coding Symposium (PCS`09), April 23rd-25th 2009, Chicago, US. doi: 10.1109/PCS.2009.5167432.
C. Lamy-Bergot, G. Panza, A. Rotondi and L. Fratta, "Analysis and Optimization of a JSCC/D System on 4G Networks," Proceedings of the IEEE International Symposium on Spread Spectrum Techniques and Applications (ISSSTA`08), August 2009, Bologna, Italy. doi: 10.1109/ISSSTA.2008.52.
C. Bergeron and C. Lamy-Bergot, "Modelling H.264/AVC sensitivity for error protection in wireless transmissions," Proceedings of the International Workshop on Multimedia Processing (MMSP`06), pp.302--305, Victoria, Canada, Oct 2006. doi: 10.1109/MMSP.2006.285318.
C. Lamy-Bergot, N. Chautru and C. Bergeron, "Unequal Error Protection for H.263+ bitstreams over a wireless IP network," Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP`06), pp. V-377/V-380, Toulouse, France, May 2006. doi: 10.1109/ICASSP.2006.1661291.
C. Bergeron and C. Lamy-Bergot, "Compliant selective encryption for H.264/AVC video streams," Proceedings of the International Workshop on Multimedia Processing (MMSP`05), pp. 477-480, Shanghai, China, Oct-Nov 2005. doi: 10.1109/MMSP.2005.248641.
C. Poulliat, C. Lamy-Bergot and I. Fijalkow, "Une comparaison de récepteurs source-canal conjoint utilisant des codes LDPC," Proceedings 20ème colloque GRETSI sur le traitement du signal et des images (GRETSI 2005), pp. 957-960, Louvain-la-Neuve, Belgium, Sept. 2005 (in French).
C. Poulliat, D. Declercq, I. Fijalkow and C. Lamy-Bergot, "On different LDPC-based joint source-channel optimised decoding schemes," Proceedings of the VIth IEEE workshop on Signal Processing Advances in Wireless Communications (SPAWC`05), pp.415--419, New York, USA, June 2005. doi: 10.1109/SPAWC.2005.1506058.
C. Bergeron, C. Lamy-Bergot and B. Pesquet-Popescu, "Adaptive M-band hierarchical filterbank for compliant temporal scalability in H.264 standard," Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP`05), Philadelphie, USA, March 2005. Print ISBN: 0-7803-8874-7. doi: 10.1109/ICASSP.2005.1415343
C. Bergeron and C. Lamy-Bergot, "Soft-input decoding of variable-length codes applied to the H.264 standard," Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP`04), pp. 87-90, Sienna, Italy, Sept. 2004. doi: 10.1109/MMSP.2004.1436425.
C. Lamy-Bergot and P. Vila, "Multiplex header compression for transparent cross-layer design," Proceedings of the IEEE International Conference on Networking (ICN`04), pp. 1084-1089, Pointe-à-Pitre, French Polynesia, March 2004.
C. Lamy and L. Perros-Meilhac, "Low complexity iterative decoding of variable-length codes," Proceedings of the Picture Coding Symposium (PCS`03), pp. 275-280, April 23rd-25th 2003, St-Malo, France.
C. Lamy and F-X. Bergot, "Lower bounds on the existence of binary error-correcting variable-length codes," Proceedings of the IEEE Information Theory Workshop (ITW`03), pp. 300-303, March 31st-April 4th 2003, Paris, France. doi: 10.1109/ITW.2003.1216753
C. Lamy and J. Paccaut, "Optimised constructions for variable-length error correcting codes," Proceedings of the IEEE Information Theory Workshop (ITW`03), pp. 183-186, March 31st-April 4th 2003, Paris, France. doi: 10.1109/itw.2003.1216725
S. Mérigeault and C. Lamy, "Concepts for Exchanging Extra Information Between Protocol Layers Transparently for the Standard Protocol Stack," Proceedings of the IEEE 10th International Conference on Telecommunications (ICT`2003), February 23 - March 1, 2003, Tahiti, French Polynesia. doi: 10.1109/ICTEL.2003.1191572.
L. Perros-Meilhac and C. Lamy, "Huffman tree based metric derivation for a low-complexity sequential soft VLC decoding," Proceedings of the IEEE ICC`02, vol. 2, pp. 783-787, New York, USA, April-May 2002. doi: 10.1109/ICC.2002.996962.
C. Lamy and O. Pothier, "Reduced complexity Maximum A Posteriori decoding of variable-length codes," Proceedings of the IEEE Globecom`01, vol. 2, pp. 1410-1413, San Antonio, USA, November 2001. doi: 10.1109/GLOCOM.2001.965727.
J. Boutros, F. Boixadera and C. Lamy, "Bit-interleaved coded modulations for multiple-input multiple-output channels," Proceedings of the 2000 IEEE Sixth International Symposium on Spread Spectrum Techniques and Applications (ISSSTA`00), vol. 1, pp. 123-126, New Jersey, USA, September 2000. doi: 10.1109/ISSSTA.2000.878095.
C. Lamy and J. Boutros, "Soft-Output MSE Decoding of Lattices," Proceedings of DSPCS`99, Perth, Australia, 2-4 Feb 1999.

Books chapters / books contributions (2)
Catherine Lamy-Bergot and Gianmarco Panza, "Cross-Layer Joint Optimization of Multimedia Transmissions over IP Based Wireless Networks", in Book Fourth-Generation (4G) Wireless Networks: Applications and Innovations, 2010, Ed. IGI Global. DOI: 10.4018/978-1-61520-674-2.ch021
Theodore Zahariadis, Catherine Lamy-Bergot, Thomas Schierl, Karsten Grüneberg, Luca Celetto, Christian Timmerer, "Content Adaptation Issues in the Future Internet", in Towards the Future Internet - A European Research Perspective, IOS Press, Ed. G. Tselentis et al., 2009. ISBN 978-1-60750-007-0. Available on line here for order. doi: 10.3233/978-1-60750-007-0-283.

Unclassified standardisation bodies (4)
D. Nicholson, C. Lamy-Bergot and X. Naturel, "Selecting default RS codes for EPB marker: RS performances with discussion on GF(16) and GF(256)," ISO/IEC JTC1 SC29 WG1 N3084, Lausanne, Switzerland, Nov. 2003.
D. Nicholson, C. Lamy-Bergot and X. Naturel, "Transmission of JPEG 2000 images over a DRM system: error patterns and modelisation of DRM channels," ISO/IEC JTC1 SC29 WG1 N3083, Lausanne, Switzerland, Nov. 2003.
D. Nicholson, C. Lamy-Bergot, C Poulliat and X. Naturel, "Result of Core Experiments on 'Header error protection' (JPWL C01)," ISO/IEC JTC1 SC29 WG1 N2935, Lausanne, Switzerland, May 2003.
D. Nicholson, C. Lamy-Bergot, C Poulliat and X. Naturel, "Backward Compatible Header Error Protection in a JPEG 2000 codestream," ISO/IEC JTC1 SC29 WG1 N2851, Seoul, Korea, Mar. 2003.

Workshops and Seminars (29)
J-Y. Bernier, P. Crambert, C. Lamy-Bergot and J-L. Rogier, "Integration of IP services over High Data Rate HF capabilities," HFIA meeting, Stockholm, Sweden, August 2019.
C. Lamy-Bergot, J-L. Rogier, P. Crambert, J-Y. Bernier and G. Venuti "HFXL Sea Trials on French BPC in Mediterranean Sea," HFIA meeting, Kjeller, Norway, September 2017.
C. Lamy-Bergot, P. Crambert, J-M. Elzaouk, J-L. Rogier, J-Y. Bernier, M. Dhakouani and G. Venuti "Conclusions on antennas impacts and software evolutions for non-contiguous availability measurements," HFIA meeting, San Diego, USA, February 2017.
J-Y. Bernier, C. Lamy-Bergot, J-L. Rogier and H. Diakhaté "Conclusions on antennas impacts and software evolutions for non-contiguous availability measurements," HFIA meeting, Stockholm, Sweden, August 2016.
C. Lamy-Bergot, P. Crambert and M. Rabineau "ST5066 TDD approach for wideband HF transmissions," HFIA meeting, San Diego, USA, February 2016.
P. Dejean de la Bâtie, J-L. Rogier, M. Dhakouani and C. Lamy-Bergot J-L. Rogier "Noise floor variability: analysis of long term spectrum records," HFIA meeting, Brussels, Belgium, September 2015.
C. Lamy-Bergot and P. Crambert "ST5066 strategies for high data rate HF transmissions," HFIA meeting, San Diego, USA, February 2015.
H. Diakhaté, J-L. Rogier, J-Y. Bernier and C. Lamy-Bergot "Transmitting in wideband: practice and learnings," HFIA meeting, Portsmouth, UK, September 2014.
C. Lamy-Bergot, H. Khalifé, J-B. Chantelouve, H. Diakahté and J-L. Rogier, "Empowering HF systems with cognitive wideband radio capabilities," Proceedings of NATO IST 123/RSY-029 symposium on Cognitive radio & Future networks, The Hague, Netherlands, May 2014.
C. Lamy-Bergot, J-B. Chantelouve and H. Diakhaté "Wideband HF transmissions: towards wideband ALE," HFIA meeting, San Diego, USA, February 2014.
C. Lamy-Bergot, H. Diakhaté, J-Y. Bernier and O. Delestre "On-air HFXL experimental results," HFIA meeting, Stockholm, Sweden, August 2013.
C. Lamy-Bergot, J-B. Chantelouve, J-Y. Bernier, H. Diakhaté and J-L. Rogier "HF XL modem," HFIA meeting, San Diego, USA, January 2013.
C. Lamy-Bergot, J-B. Chantelouve and C. Leménager "Spectrum issues for HF wideband communications," HFIA meeting, York, UK, September 2012.
E. Bader and C. Lamy-Bergot, "HF XL: an alternative 4G solution," HFIA meeting, San Diego, USA, January 2012.
P. Fouillot, R. Massin, C. Lamy-Bergot, I. Herbin and G. Multédo, "Collision reduction in random access slots for TDMA tactical mobile ad hoc networks," Int. workshop on tactical mobile ad hoc networking, MobiHoc conference, Paris, France, 16-19 May 2011.
R. Fracchia, C. Lamy-Bergot, G. Panza, J. Vehkapera, E. Piri, T. Sutinen, M. Mazzotti, M. Chiani, S. Moretti, G. Jeney, L. Bokor, Z. Kanizsai and M.G. Martini, "System architecture for multimedia streaming optimisation," Future Network and MobileSummit 2010 conference proceedings (ISBN: 978-1-905824-16-8), Florence, Italy, June 2010.
Catherine Lamy-Bergot, Roberta Fracchia, Janne Vehkaperä, Tiia Sutinen, Esa Piri, Matteo Mazzotti, Gianmarco Panza, Gábor Feher, Gábor Jeney, and Peter Amon, "Optimisation of Multimedia over wireless IP links via X-layer design: an end-to-end transmission chain simulator," European Symposium on Mobile Media Delivery, Kingston, UK, Sept. 2009.
BOSS project partners, "BOSS demonstration in RENFE carriage", presentation for project demonstration day in Madrid, April 23th, 2009.
Catherine Lamy-Bergot, Alvaro Cappa et al., "BOSS: on Board wireless secured video surveillance", posters of demonstration presented during 1st NEM Summit 2008, St Malo, France, Oct. 2008.
Catherine Lamy-Bergot, Maria G. Martini, Pierre Hammes, Peter Amon, Janne Vehkaperä, Gianmarco Panza, Lajos Hanzo, Marco Chiani, Gábor Jeney, Gábor Feher and David Tarrant, "Optimisation of Multimedia over wireless IP links via X-layer design", European Symposium on Mobile Media Delivery, Oulu, Finland, July 2008.
Gianmarco Panza, Luigi Fratta, Alessandro Rotondi and Catherine Lamy-Bergot, "An Architectural Analysis and Evaluation of a JSCC/D System on 4G Networks", ICT Mobile Summit 2008, Stockholm, Sweden, June 2008.
Gábor Jeney, Catherine Lamy-Bergot, Xavier Desurmont, Rafael Lopez da Silva, Rodrigo Álvarez García-Sanchidrián, Michel Bonte, Marion Berbineau, Márton Csapodi, Olivier Cantineau, Naceur Malouch, David Sanz, Jean-Luc Bruyelle, "Communications Challenges in the Celtic-BOSS Project", 7th International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking (NEW2AN), pp.-431-442, St Petersburg, Russia, Sept. 2007.
M. G. Martini, M. Mazzotti, C. Lamy-Bergot, P. Amon, G. Panza, J. Huusko, J. Peltola, G. Jeney, G. Feher, S. X. Ng, "Joint optimisation of multimedia transmission over an IP wired/wireless link", European Symposium on Mobile Media Delivery, Alghero, Sardinia, Italy, September 2006.
M. G. Martini, M. Mazzotti, C. Lamy-Bergot, P. Amon, G. Panza, J. Huusko, J. Peltola, G. Jeney, G. Feher, S. X. Ng, "A Demonstration Platform for Network Aware Joint Optimization of Wireless Video Transmission", IST mobile summit, Mykonos, Greece, June 2006.
Maria G. Martini, Matteo Mazzotti, Marco Chiani, Gianmarco Panza, Catherine Lamy-Bergot, Jyrki Huusko, Gabor Jeney, Gabor Feher, Soon X. Ng, "Controlling Joint Optimization of Wireless Video Transmission: the PHOENIX Basic Demonstration Platform", IST mobile summit, Dresden, Germany, June 2005.
E. Roddolo, G. Panza, C. Lamy-Bergot, P. Amon, M. Martini, G. Jeney, L. Hanzo and J. Huusko, "Joint source and channel (de)coding in 4G networks: the PHOENIX project", in Seventh International Symposium on Wireless Personal Multimedia Communications (WPMC`04), Padova, Italy, Sept. 2004.
C. Lamy-Bergot, P. Amon, C. Bergeron, M. Chiani, V. Conan, D. Dardari, G. Feher, L. Hanzo, J. Huusko, M. Martini, G. Panza, J. Peltola, E. Roddolo and B. Leong Yeap, "Optimising multimedia transmission in IP based wireless networks: the PHOENIX project", IST mobile summit, Lyon, France, June 2004.
D. Nicholson, C. Lamy-Bergot, X. Naturel and C. Poulliat, "JPEG 2000 backward compatible error protection with Reed-Solomon codes", 1st workshop on JPEG2000, pp.50-55, Lugano, Switzerland, July 2003.
L.Camiciotti, C. Lamy, L. Meilhac, S.Olivieri and P. Verdi, "Joint source-channel coding for 4G mutimedia streaming," 2nd WWRF meeting, WG3, Helsinki, Finland, May 10-11, 2001.

Others (1)
Pascal Janne, Christine Reynaert et Catherine Lamy-Bergot, "Les strates de l'intime conjugal," Thérapie Familiale, revue internationale en approche systémique, vol. 30, n.4, 2009. (in French). ISSN: 0250-4952, doi:10.3917/tf.094.0465. The article can be found on CAIRN site here.
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Dernière modification : 2 juin 2023
Last modification: June, 2nd, 2023

Divers autres choses ...

LaTeX

1. Liens et manuels utiles

- A not so short introduction to LaTeX (english version), by Tobias Oetiker et al.: format ps, format pdf
- Une courte introduction à LaTeX (version française), par Tobias Oetiker et al.: format dvi, format ps, format pdf
- The TEX catalogue on-line: http://www.ctan.org/tex-archive/help/Catalogue/catalogue.html, alias CTAN. Tout ce qui a de près ou de loin un rapport à LaTeX : packages à jour, documentation, ... s'y trouve. Everything you need about LaTeX is there: up-to-date packages, documents, ...


2. Package Battail

Un petit package sympathique, battail.sty, à ajouter avec \usepackage{battail} en début de fichier. Ce package contient les définitions de différentes variables mathématiques : \bbbn, \bbbr, ... pour représenter les ensembles des entiers naturels, les réels ...

Téléchargez battail.sty

3. Modèle de rapport (pdflatex)

Téléchargez le paquetage complet

4. Modèle de mémoire de thèse (latex)

Téléchargez le paquetage complet

5. Installation miktex (latex sous windows)

Vous souhaitez utiliser latex et windows est votre OS ? Moi aussi, et personnellement j'utilise miktex avec Texniccenter. Essayez les !

Unix/Linux

1. Paramétrer X-Emacs sous Linux

Fichiers de paramétrages (couleurs, modes) pour X-Emacs sous Linux.

Téléchargez les fichiers

2. Introduction à Unix (cours)

Présentation sur Unix : généralités. Même s'il est un peu daté (1997 !) ce cours reste d'actualité pour les principes qu'il brosse.

Téléchargez le cours

3. Série de TP sous Unix

TP et exercices pour apprendre à maîtriser Linux/Unix. Allez, essayez :-)

Téléchargez l'ensemble des tp
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Dernière modification : 4 juillet 2010
Last modification: July, 4th, 2010