50 citations · 207 across the 16 of their papers we have counts for
11 papers · 1 filter
Pain Analysis using Adaptive Hierarchical Spatiotemporal Dynamic Imaging
Issam Serraoui, Eric Granger, Abdenour Hadid +1
Automatic pain intensity estimation plays a pivotal role in healthcare and medical fields. While many methods have been developed to gauge human pain using behavioral or physiologi…
Evaluation of Pre-Trained CNN Models for Geographic Fake Image Detection
Sid Ahmed Fezza, Mohammed Yasser Ouis, Bachir Kaddar +2
Thanks to the remarkable advances in generative adversarial networks (GANs), it is becoming increasingly easy to generate/manipulate images. The existing works have mainly focused…
Multi-view Deep Features for Robust Facial Kinship Verification
Oualid Laiadi, Abdelmalik Ouamane, Abdelhamid Benakcha +2
Automatic kinship verification from facial images is an emerging research topic in machine learning community. In this paper, we proposed an effective facial features extraction mo…
AVD: Adversarial Video Distillation
Mohammad Tavakolian, Mohammad Sabokrou, Abdenour Hadid
In this paper, we present a simple yet efficient approach for video representation, called Adversarial Video Distillation (AVD). The key idea is to represent videos by compressing…
Face Presentation Attack Detection in Learned Color-liked Space
Lei Li, Zhaoqiang Xia, Xiaoyue Jiang +2
Face presentation attack detection (PAD) has become a thorny problem for biometric systems and numerous countermeasures have been proposed to address it. However, majority of them…
Deep Discriminative Model for Video Classification
Mohammad Tavakolian, Abdenour Hadid
This paper presents a new deep learning approach for video-based scene classification. We design a Heterogeneous Deep Discriminative Model (HDDM) whose parameters are initialized b…
Deep Spatiotemporal Representation of the Face for Automatic Pain Intensity Estimation
Mohammad Tavakolian, Abdenour Hadid
Automatic pain intensity assessment has a high value in disease diagnosis applications. Inspired by the fact that many diseases and brain disorders can interrupt normal facial expr…
Kinship Verification from Videos using Spatio-Temporal Texture Features and Deep Learning
Elhocine Boutellaa, Miguel Bordallo López, Samy Ait-Aoudia +2
Automatic kinship verification using facial images is a relatively new and challenging research problem in computer vision. It consists in automatically predicting whether two pers…
Unsupervised Deep Hashing for Large-scale Visual Search
Zhaoqiang Xia, Xiaoyi Feng, Jinye Peng +1
Learning based hashing plays a pivotal role in large-scale visual search. However, most existing hashing algorithms tend to learn shallow models that do not seek representative bin…
Facial age estimation using BSIF and LBP
Salah Eddine Bekhouche, Abdelkrim Ouafi, Abdelmalik Taleb-Ahmed +2
Human face aging is irreversible process causing changes in human face characteristics such us hair whitening, muscles drop and wrinkles. Due to the importance of human face aging…
face anti-spoofing based on color texture analysis
Zinelabidine Boulkenafet, Jukka Komulainen, Abdenour Hadid
Research on face spoofing detection has mainly been focused on analyzing the luminance of the face images, hence discarding the chrominance information which can be useful for disc…