Portfolio

Jehan-Antoine Vayssade (30 years old)
Postdoc in animal tracking trought computer vision
PhD in computer science, specialized in image analysis
Master thesis about the monitoring of small ruminants
High skills in computer graphics (real time rendering)

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About

I have a solid knowledge in most of the scientific domains related to computer science, such as real-time rendering, optimization, 3d rendering engines, sockets, or operating systems. I gained these skills, at adolescence, through a passion at first for video game development. Thus, 15 years ago I started to build a game. However, I found more interest in the development and study of the underlying mechanics. Today it's a complete game engine, with custom 3D engine, integrated physics, post-processing (shader), sound, scripting, editor and my own server, all in c++ 11. This self-learning has made me more flexible against problem resolving and has increased my programming skills. It was only after a time that I was able to enter a master's degree in this field (Image Analysis and Computer Graphics). Follow me on :

I have a strong interest in ecology, bio-diversity and agriculture. About doing it yourself, for example, in order to have a sense of autonomy. This is reflected in the personal projects, skills and knowledge in this field that were passed on to me at a very young age. Since I am a researcher, I have less time to spend on it, but I would be glad to discuss about these topics. These two aspects, between technology and autonomy, may seem contradictory. But as the saying goes, keep your head in the cloud and your feet on the ground. Technology is good, it's interesting and sometimes we do great things. But let's not forget its cost and its difficulty of access for the poorest. Good technology should be free, open source and easily reproducible with a low energy cost and a low ecology impact. For the respect of future generations and the nature.

Here you can see my works and studies, follow links to see some of my codes.

... good reading ...

Skills

Studies

2018-2021	Dijon	Doctorat IT department (image analysis and deep-learning)	manuscript
2016-2018	Toulouse	Master 1&2 IGAI IT department	4nd manuscript
2015-2016	Chambéry	Licence 3 IT department	2nd
2012-2014	Rodez	DUT IT department
2011-2012	Rodez	Bac Pro *SEN	mention "Bien"
2010-2011	Rodez	Bep *SEN	2nd

*SEN : Electronic and Numeric Systems with Telecom and Network option
*IGAI : computer graphics and image analysis

Works

2022-2024	Guadeloupe	postdoc in computer vision at Inra Unité de Recherche en Zootechnie
2018-2022	Dijon	doctorat in precision agriculture using computer vision on multi-spectral data at AgroSup/INRA/uB
2017-2018	Guadeloupe	internship python/opencl in computer vision at Inra Unité de Recherche en Zootechnie
2017-2018	Toulouse	master 2 project for rendering optimization at Irit (VORTEX/AGGA)
2016-2017	Toulouse	internship c++ in point cloud association at Irit (VORTEX/AGGA)
2016-2017	Montpeyroux	small professional website, magie de l'aubrac
2014-2015	Rodez	developper c# unity at Spisoftware
2011-2012	Rodez	developper intranet php/mysql/ldap at ERDF
2009-2011	Decazeville	hardware / software enginer at Vanotec
2008-2009	Marcillac	production agent - domaine viticole de Cantagrel
2005-2007	Pollestre	free hardware enginer at Emmaüs

Research

08/03/2022	Dijon	thesis : Multi-criteria approach to weed characterization	published
13/02/2022	AgroSup	paper : Weed discrimination at leaf scale : towards the characterization of the vegetation cover	under-review
13/02/2022	AgroSup	paper : Pixelwise Instance Segmentation Of Leaves In Dense Foliage	published
01/07/2021	Bordeau	conference : Rencontres des Jeunes Chercheurs en Intelligence Artificielle	poster
09/06/2021	AgroSup	paper : DeepIndices : A new approach to remote sensing indices based on functions approximations	published
08/12/2020	AgroSup	forum : International Forum of Agricultural Robotics	speaker
29/02/2020	AgroSup	conference : International Conference on Computer Vision theory and Application (VISAPP)	talk
20/12/2019	AgroSup	paper : Two-step multi-spectral registration via key-point detector and gradient similarity	published
18/12/2019	Inra	paper : Outdoor animal tracking combining neural network and time-lapse cameras	published
26/08/2019	Inra	short paper : automatic acitivity tracking using time-lapse cameras	published
26/06/2019	Inra	conference : Goats monitoring at the pasture scale combining neural network and time-lapse cameras	published
30/04/2019	Inra	poster : Approche multicritère pour la caractérisation des adventices par imagerie	poster
31/08/2018	Inra	paper : automatic activity tracking using drone	published
2012-2017	home	game engine optimisation	standby 2016
2012-2017	home	rendering optimisation	standby 2016
2011-2012	home	multi-threading synchronisation without hardware lock	standby 2016

Self-learning and online followed courses

2019-2021	Dijon-Lyon Belfort-Paris	Formations doctorales diverses (enseignement, éthique, déontologie, vulgarisation, ...) Microscopie Confocale Approches de soft-computing en optimisation combinatoire et reconnaissance de formes Self-Supervised Visual Learning and Synthesis Intelligence artificielle/Apprentissage machine pour l'agriculture (gdr-isis) Intelligence artificielle pour l'astrophysique à l'époque du big-data Cartographies, analyses et représentations spatiales Parcours d’accompagnement pour publier et communiquer en science Microscopie Electronique à transmission, Microscopie électronique à balayage Optimisation combinatoire, métaheuristique, apprentissage automatique, réseaux neuronaux Séminaire : Self-Supervised Visual Learning and Synthesis Séminaire : Méthodes, Modèles et Systèmes spatio-temporels, Environnement et Société Des rivières et des hommes : hydrologie, hydraulique et géomorphologie
2017-2018	Toulouse	Fluid Simulation Fundamentals of Unconstrained Optimization Transformation Space Sampling and Analysis for Point-Cloud Registration. Multiple Object Mesh Simplification with Contact Preserving Quadric Error Metric. Modelling and Simulating 3D Virtual Characters Skin and Garments Cage Generation for Animation Purposes Computer Graphics techniques from INRIA research
2016-2017	Toulouse	Fast Global Pointcloud Registration through Smart Indexing
2015-2016	Chambéry	soil characterization water treatment (chemistry) assistant c / c++ / system Discrete and Computational Geometry and Applications introduction: biology introduction: automatic deduction (SAT solver) introduction: cryptography introduction: fluids mechanics introduction: particles physics introduction: dark matter
1992-2016	at home	iron melting / welding / tanning / soap mathematical randomness (polytech) vector, matrix, quaternion, bezier, nurbs, ... etc c / c++ works on 3d engine and game engine networks ip, arp, dns, rpc, ... wireless encoding, strength, noise, ... permaculture and medical flora phytotherapy / gemmotherapy fishing / hunting / mushroom

​​About

​​​Skills

​​Studies

​​Works

​​Research

​​Self-learning and online followed courses

​​Interest & project