User profiles for Itheri Yahiaoui

itheri yahiaoui

Université de Reims Champagne Ardenne
Verified email at univ-reims.fr
Cited by 1707

Attention based vehicle trajectory prediction

K Messaoud, I Yahiaoui… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Self-driving vehicles need to continuously analyse the driving scene, understand the behavior
of other road users and predict their future trajectories in order to plan a safe motion and …

[HTML][HTML] Interactive plant identification based on social image data

…, P Bonnet, V Bakić, J Barbe, S Selmi, I Yahiaoui… - Ecological …, 2014 - Elsevier
Speeding up the collection and integration of raw botanical observation data is a crucial
step towards a sustainable development of agriculture and the conservation of biodiversity. …

A shape-based approach for leaf classification using multiscaletriangular representation

S Mouine, I Yahiaoui, A Verroust-Blondet - Proceedings of the 3rd ACM …, 2013 - dl.acm.org
In this paper we introduce a new multiscale shape-based approach for leaf image retrieval.
The leaf is represented by local descriptors associated with margin sample points. Within this …

Non-local social pooling for vehicle trajectory prediction

K Messaoud, I Yahiaoui… - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
For an efficient integration of autonomous vehicles on roads, human-like reasoning and
decision making in complex traffic situations are needed. One of the key factors to achieve this …

Deep learning-based segmentation for disease identification

O Mzoughi, I Yahiaoui - Ecological Informatics, 2023 - Elsevier
Plant diseases have recently increased and exacerbated due to several factors such as
climate change, chemicals’ misuse and pollution. They represent a severe threat for both …

Pl@ ntnet mobile app

…, P Bonnet, A Joly, V Bakić, J Barbe, I Yahiaoui… - Proceedings of the 21st …, 2013 - dl.acm.org
Pl@ntNet is an image sharing and retrieval application for the identification of plants,
available on iPhone and iPad devices. Contrary to previous content-based identification …

Advanced shape context for plant species identification using leaf image retrieval

S Mouine, I Yahiaoui, A Verroust-Blondet - Proceedings of the 2nd ACM …, 2012 - dl.acm.org
This paper presents a novel method for leaf species identification combining local and
shape-based features. Our approach extends the shape context model in two ways. First of all, …

Relational recurrent neural networks for vehicle trajectory prediction

K Messaoud, I Yahiaoui… - 2019 IEEE intelligent …, 2019 - ieeexplore.ieee.org
Scene understanding and future motion prediction of surrounding vehicles are crucial to
achieve safe and reliable decision-making and motion planning for autonomous driving in a …

Leaf shape descriptor for tree species identification

I Yahiaoui, O Mzoughi… - 2012 IEEE International …, 2012 - ieeexplore.ieee.org
The problem of automatic leaf identification is particularly challenging because, in addition to
constraints derived from image processing such as geometric deformations (rotation, scale, …

A comparison of multi-scale local binary pattern variants for bark image retrieval

S Boudra, I Yahiaoui, A Behloul - … , ACIVS 2015, Catania, Italy, October 26 …, 2015 - Springer
With the growing interest in identifying plant species and the availability of digital collections,
many automated methods based on bark images have been proposed. Bark identification …