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Gianni Franchi
Gianni Franchi
U2IS, ENSTA Paris, Institut Polytechnique de Paris
Verified email at ensta-paris.fr
Title
Cited by
Cited by
Year
Deep morphological networks
G Franchi, A Fehri, A Yao
Pattern Recognition 102, 107246, 2020
412020
TRADI: Tracking deep neural network weight distributions
G Franchi, A Bursuc, E Aldea, S Dubuisson, I Bloch
European Conference on Computer Vision, 105-121, 2020
222020
Morphological principal component analysis for hyperspectral image analysis
G Franchi, J Angulo
ISPRS International Journal of Geo-Information 5 (6), 83, 2016
202016
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case
N Díaz-Rodríguez, A Lamas, J Sanchez, G Franchi, I Donadello, S Tabik, ...
Information Fusion 79, 58-83, 2022
132022
Ordering on the probability simplex of endmembers for hyperspectral morphological image processing
G Franchi, J Angulo
International Symposium on Mathematical Morphology and Its Applications to …, 2015
112015
Comparative study on morphological principal component analysis of hyperspectral images
G Franchi, J Angulo
2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014
112014
Bagging stochastic watershed on natural color image segmentation
G Franchi, J Angulo
International Symposium on Mathematical Morphology and Its Applications to …, 2015
102015
One versus all for deep neural network incertitude (OVNNI) quantification
G Franchi, A Bursuc, E Aldea, S Dubuisson, I Bloch
arXiv preprint arXiv:2006.00954, 2020
92020
Hyperspectral image classification with support vector machines on kernel distribution embeddings
G Franchi, J Angulo, D Sejdinović
2016 IEEE International conference on image processing (ICIP), 1898-1902, 2016
82016
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification
G Franchi, A Bursuc, E Aldea, S Dubuisson, I Bloch
arXiv preprint arXiv:2012.02818, 2020
62020
A deep spatial/spectral descriptor of hyperspectral texture using scattering transform
G Franchi, J Angulo
2016 IEEE International Conference on Image Processing (ICIP), 3568-3572, 2016
62016
Enhanced EDX images by fusion of multimodal SEM images using pansharpening techniques
G Franchi, J Angulo, M Moreaud, L Sorbier
Journal of microscopy 269 (1), 94-112, 2018
52018
Quantization of hyperspectral image manifold using probabilistic distances
G Franchi, J Angulo
International Conference on Geometric Science of Information, 406-414, 2015
42015
Robust Semantic Segmentation with Superpixel-Mix
G Franchi, N Belkhir, ML Ha, Y Hu, A Bursuc, V Blanz, A Yao
arXiv preprint arXiv:2108.00968v2, 2021
32021
Tracking Hundreds of People in Densely Crowded Scenes With Particle Filtering Supervising Deep Convolutional Neural Networks
G Franchi, E Aldea, S Dubuisson, I Bloch
2020 IEEE International Conference on Image Processing (ICIP), 2071-2075, 2020
32020
Supervised deep Kriging for single-image super-resolution
G Franchi, A Yao, A Kolb
German Conference on Pattern Recognition, 638-649, 2018
32018
Segmentation and shape extraction from convolutional neural networks
ML Ha, G Franchi, M Moller, A Kolb, V Blanz
2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 1509-1518, 2018
32018
Crowd behavior characterization for scene tracking
G Franchi, E Aldea, S Dubuisson, I Bloch
2019 16th IEEE International Conference on Advanced Video and Signal Based …, 2019
22019
Object tracking in complex scenes by means of the correspondence based method
G Franchi, P Gamba, A Marazzi, A Mecocci
Proceedings of 8th Mediterranean Electrotechnical Conference on Industrial …, 1996
21996
Learning deep morphological networks with neural architecture search
Y Hu, N Belkhir, J Angulo, A Yao, G Franchi
Pattern Recognition 131, 108893, 2022
12022
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