33 citations · 34 across the 3 of their papers we have counts for
5 papers
Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation
Dawood Al Chanti, Diana Mateus
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…
IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound
Dawood Al Chanti, Vanessa Gonzalez Duque, Marion Crouzier +3
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 Siames…
ADS-ME: Anomaly Detection System for Micro-expression Spotting
Dawood Al Chanti, Alice Caplier
Micro-expressions (MEs) are infrequent and uncontrollable facial events that can highlight emotional deception and appear in a high-stakes environment. This paper propose an algori…
Spontaneous Facial Expression Recognition using Sparse Representation
Dawood Al Chanti, Alice Caplier
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. Spontane…
Improving Bag-of-Visual-Words Towards Effective Facial Expressive Image Classification
Dawood Al Chanti, Alice Caplier
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, cluste…