39 citations · 137 across the 9 of their papers we have counts for
9 papers
Survey of 3D Human Body Pose and Shape Estimation Methods for Contemporary Dance Applications
Darshan Venkatrayappa, Alain Tremeau, Damien Muselet +1
3D human body shape and pose estimation from RGB images is a challenging problem with potential applications in augmented/virtual reality, healthcare and fitness technology and vir…
Rule-Based Classification of Hyperspectral Imaging Data
Songuel Polat, Alain Tremeau, Frank Boochs
Due to its high spatial and spectral information content, hyperspectral imaging opens up new possibilities for a better understanding of data and scenes in a wide variety of applic…
Deep Learning for Material recognition: most recent advances and open challenges
Alain Tremeau, Sixiang Xu, Damien Muselet
Recognizing material from color images is still a challenging problem today. While deep neural networks provide very good results on object recognition and has been the topic of a…
Deep Spectral Reflectance and Illuminant Estimation from Self-Interreflections
Rada Deeb, Joost Van De Weijer, Damien Muselet +2
In this work, we propose a CNN-based approach to estimate the spectral reflectance of a surface and the spectral power distribution of the light from a single RGB image of a V-shap…
Spectral reflectance estimation from one RGB image using self-interreflections in a concave object
Rada Deeb, Damien Muselet, Mathieu Hebert +1
Light interreflections occurring in a concave object generate a color gradient which is characteristic of the object's spectral reflectance. In this paper, we use this property in…
Residual Conv-Deconv Grid Network for Semantic Segmentation
Damien Fourure, Rémi Emonet, Elisa Fromont +3
This paper presents GridNet, a new Convolutional Neural Network (CNN) architecture for semantic image segmentation (full scene labelling). Classical neural networks are implemented…
Autonomous navigation for low-altitude UAVs in urban areas
Thomas Castelli, Aidean Sharghi, Don Harper +2
In recent years, consumer Unmanned Aerial Vehicles have become very popular, everyone can buy and fly a drone without previous experience, which raises concern in regards to regula…
Joint Color-Spatial-Directional clustering and Region Merging (JCSD-RM) for unsupervised RGB-D image segmentation
Md. Abul Hasnat, Olivier Alata, Alain Trémeau
Recent advances in depth imaging sensors provide easy access to the synchronized depth with color, called RGB-D image. In this paper, we propose an unsupervised method for indoor R…
Data Fusion of Objects Using Techniques Such as Laser Scanning, Structured Light and Photogrammetry for Cultural Heritage Applications
Citlalli Gamez Serna, Ruven Pillay, Alain Tremeau
In this paper we present a semi-automatic 2D-3D local registration pipeline capable of coloring 3D models obtained from 3D scanners by using uncalibrated images. The proposed pipel…