Enabling deep learning on iot edge: Approaches and evaluation

X Qi, C Liu - 2018 IEEE/ACM Symposium on Edge Computing …, 2018 - ieeexplore.ieee.org
As we enter the Internet of Things (IoT) era, the size of mobile computing devices is largely
reduced while their computing capability is dramatically improved. Meanwhile, machine …

CNN based key frame extraction for face in video recognition

X Qi, C Liu, S Schuckers - 2018 IEEE 4th international …, 2018 - ieeexplore.ieee.org
Nowadays we see an increasing demand for face in video recognition. However, in order to
overcome the large variations in face quality in video streams, as well as for the purpose of …

KeyFrame extraction based on face quality measurement and convolutional neural network for efficient face recognition in videos

R Abed, S Bahroun, E Zagrouba - Multimedia Tools and Applications, 2021 - Springer
Indexing is the process of extracting a compact, significant and pertinent signature that
describes the content of the data. This field has a broad spectrum of promising applications …

KS‐FQA: Keyframe selection based on face quality assessment for efficient face recognition in video

S Bahroun, R Abed, E Zagrouba - IET Image Processing, 2021 - Wiley Online Library
Video is considered as one of the most useful and important forms of multimedia data, that is
usually used in several applications. Despite its importance, video indexing and retrieval …

Boosting face in video recognition via cnn based key frame extraction

X Qi, C Liu, S Schuckers - 2018 International conference on …, 2018 - ieeexplore.ieee.org
Face in video recognition (FiVR) technology is widely applied in various fields such as video
analytics and real-time video surveillance. However, FiVR technology also faces the …

IoT edge device based key frame extraction for face in video recognition

X Qi, C Liu, S Schuckers - 2018 18th IEEE/ACM International …, 2018 - ieeexplore.ieee.org
Following the development of computing and communication technologies, the idea of
Internet of Things (IoT) has been realized not only at research level but also at application …

Contributions à la construction de résumés Vidéos: application à la recherche d'objets génériques et à la reconnaissance faciale

S Bahroun - 2023 - hal.science
La description compacte du contenu d'une vidéo est actuellement une tâche dif-ficile à
cause de la très grande quantité de données qu'elle contient. La construction des résumés …

Face retrieval in videos using face quality assessment and convolution neural networks

R Abed, S Bahroun, E Zagrouba - 2020 IEEE 16th International …, 2020 - ieeexplore.ieee.org
With the large amount of videos produced every day, Content-Based Video Retrieval
(CBVR) has become a necessity by describing each video with a compact and significant …

A Multi-Tasked Approach Towards Face Detection and Face Quality Assessment

R Izadi, C Liu - … 11th International Workshop on Biometrics and …, 2023 - ieeexplore.ieee.org
Face in Video Recognition (FiVR) commonly follows a sequential pipeline of face detection,
face quality assessment, and face recognition. However, performing these often machine …

Key-frame analysis for face related video on GPU-Accelerated embedded platform

X Qi, C Liu, S Schuckers - 2016 International Conference on …, 2016 - ieeexplore.ieee.org
Since video monitoring cameras now are implemented widely, video analytics has drawn
much attention as a new research area. Correspondingly, there is an emerging need to …