Zobrazeno 1 - 8
of 8
pro vyhledávání: '"Dawood Al Chanti"'
The success of deep learning models depends on the size and quality of the dataset to solve certain tasks. Here, we explore how far generated data can aid real data in improving the performance of Neural Networks. In this work, we consider facial exp
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::193a631b7c22ed1292fb8d181724c070
Autor:
Marion Crouzier, Vanessa Gonzalez Duque, Dawood Al Chanti, Lilian Lacourpaille, Antoine Nordez, Diana Mateus
Publikováno v:
IEEE Transactions on Medical Imaging
IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2021, pp.1-14. ⟨10.1109/TMI.2021.3058303⟩
IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2021, pp.1-14. ⟨10.1109/TMI.2021.3058303⟩
We present an accurate, fast and efficient method for segmentation and muscle mask propagation in 3D freehand ultrasound data, towards accurate volume quantification. A deep Siamese 3D Encoder-Decoder network that captures the evolution of the muscle
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ee32c79ee51f03fb622fd7ab611797aa
https://hal.archives-ouvertes.fr/hal-03197457/file/IFSS_Net_TMI_arXive_Version.pdf
https://hal.archives-ouvertes.fr/hal-03197457/file/IFSS_Net_TMI_arXive_Version.pdf
Autor:
Dawood Al Chanti, Diana Mateus
Publikováno v:
Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 ISBN: 9783030871987
MICCAI (3)
MICCAI (3)
This paper addresses the domain shift problem for segmentation. As a solution, we propose OLVA, a novel and lightweight unsupervised domain adaptation method based on a Variational Auto-Encoder (VAE) and Optimal Transport (OT) theory. Thanks to the V
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::aa44655890a6fe8efb49a69dc7f62b70
https://doi.org/10.1007/978-3-030-87199-4_25
https://doi.org/10.1007/978-3-030-87199-4_25
Autor:
Lilian Lacourpaille, Antoine Nordez, Dawood Al Chanti, Diana Mateus, Marion Crouzier, Vanessa Gonzalez Duque
Publikováno v:
the 23rd International Conference on Medical Image Computing and Computer Assisted Intervention
the 23rd International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2020, Lima, Peru
HAL
Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 ISBN: 9783030597092
MICCAI (1)
the 23rd International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2020, Lima, Peru
HAL
Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 ISBN: 9783030597092
MICCAI (1)
International audience; The manual segmentation of multiple organs in 3D ultra-sound (US) sequences and volumes towards their quantitative analysis is very expensive and time-consuming. Fully supervised segmenta-tion methods still require the collect
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9dcb55b8ec0c8b702631f160e51a2785
https://hal.archives-ouvertes.fr/hal-02734902/document
https://hal.archives-ouvertes.fr/hal-02734902/document
Autor:
Dawood Al Chanti
Publikováno v:
Signal and Image processing. Université Grenoble Alpes, 2019. English. ⟨NNT : 2019GREAT058⟩
HAL
Image Processing [eess.IV]. UGA (Université Grenoble Alpes), 2019. English
HAL
Image Processing [eess.IV]. UGA (Université Grenoble Alpes), 2019. English
Facial expression analysis is an important problem in many biometric tasks, such as face recognition, face animation, affective computing and human computer interface. In this thesis, we aim at analyzing facial expressions using images and video sequ
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::cf04ca4a31dd43ddf18d98b658a7e37d
https://tel.archives-ouvertes.fr/tel-02525707/document
https://tel.archives-ouvertes.fr/tel-02525707/document
Autor:
Dawood Al Chanti, Alice Caplier
Publikováno v:
IEEE Transactions on Affective Computing
IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers, 2018, pp.1-1. ⟨10.1109/TAFFC.2018.2873600⟩
IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers, 2018, pp.1-1. ⟨10.1109/TAFFC.2018.2873600⟩
International audience; Facial expressions involve dynamic morphological changes in a face, conveying information about the expresser's feelings. Each emotion has a specific spatial deformation over the face and temporal profile with distinct time se
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3816b815ed344a41014c22608252cfb1
https://hal.univ-grenoble-alpes.fr/hal-01889512
https://hal.univ-grenoble-alpes.fr/hal-01889512
Autor:
Alice Caplier, Dawood Al Chanti
Publikováno v:
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications-Volume 5: VISAPP
VISIGRAPP 2018-13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
VISIGRAPP 2018-13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, INSTICC, Jan 2018, Funchal,Madeira, Portugal. pp.145-152, ⟨10.5220/0006537601450152⟩
visigrapp.org
Scopus-Elsevier
VISIGRAPP (5: VISAPP)
VISIGRAPP 2018-13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
VISIGRAPP 2018-13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, INSTICC, Jan 2018, Funchal,Madeira, Portugal. pp.145-152, ⟨10.5220/0006537601450152⟩
visigrapp.org
Scopus-Elsevier
VISIGRAPP (5: VISAPP)
Bag-of-Visual-Words (BoVW) approach has been widely used in the recent years for image classification purposes. However, the limitations regarding optimal feature selection, clustering technique, the lack of spatial organization of the data and the w
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::98bcbfbb9cc8c2da027c47b1c66ee199
http://arxiv.org/abs/1810.00360
http://arxiv.org/abs/1810.00360
Autor:
Dawood Al Chanti, Alice Caplier
Publikováno v:
VISIGRAPP 2017-12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
VISIGRAPP 2017-12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Feb 2017, Porto, Portugal. pp.11, ⟨10.5220/0006118000640074⟩
VISIGRAPP (5: VISAPP)
Scopus-Elsevier
VISIGRAPP 2017-12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Feb 2017, Porto, Portugal. pp.11, ⟨10.5220/0006118000640074⟩
VISIGRAPP (5: VISAPP)
Scopus-Elsevier
Facial expression is the most natural means for human beings to communicate their emotions. Most facial expression analysis studies consider the case of acted expressions. Spontaneous facial expression recognition is significantly more challenging si
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::174fd94a226be2ec07f17ba9379d42a2