Facial expression recognition using a hybrid CNN–SIFT aggregator

T Connie, M Al-Shabi, WP Cheah, M Goh - International workshop on multi …, 2017 - Springer
recognizing facial expression remains a challenging task. This paper describes a novel
approach towards facial expression recognition … Networks (CNN) on the face recognition problem…

[HTML][HTML] Facial expression recognition in videos using hybrid CNN & ConvLSTM

R Singh, S Saurav, T Kumar, R Saini, A Vohra… - International Journal of …, 2023 - Springer
… 3D-CNN and ConvLSTM for facial expression recognition in … 3D-CNN and ConvLSTM for
facial expression recognition in … consists of a face detector, a landmark detector for facial image …

Facial expression recognition based on a hybrid model combining deep and shallow features

X Sun, M Lv - Cognitive Computation, 2019 - Springer
… for use in the facial expressions recognition from a single image frame. The hybrid features
use a … To test the effectiveness and performance of the proposed hybrid CNN-SIFT features …

A hybrid approach for facial expression recognition

RV Puthanidam, TS Moh - … of the 12th International Conference on …, 2018 - dl.acm.org
… a hybrid design for facial expression recognition combining … Convolutional Neural Network
(CNN) structures providing better … facial expression recognition where the emotion expressed

[HTML][HTML] Hybrid approach for facial expression recognition using convolutional neural networks and SVM

JC Kim, MH Kim, HE Suh, MT Naseem, CS Lee - Applied Sciences, 2022 - mdpi.com
… test for the learning of the CNN-based facial expression recognition. For the training of the
proposed CNN-based facial expression recognition from facial motion flow, we trained the …

Deep hybrid learning for facial expression binary classifications and predictions

RK Mishra, S Urolagin, JAA Jothi, P Gaur - Image and Vision Computing, 2022 - Elsevier
… This study describes a hybrid method for recognising facial expressions that combines pre-…
different techniques for facial expression recognition and compare them. Because CNN’s …

Learning affective video features for facial expression recognition via hybrid deep learning

S Zhang, X Pan, Y Cui, X Zhao, L Liu - IEEE Access, 2019 - ieeexplore.ieee.org
… a new method of facial expression recognition in video sequences via a hybrid deep learning
… ) We propose a hybrid deep learning model, comprising a spatial CNN network, a temporal …

Hinet: Hybrid inherited feature learning network for facial expression recognition

M Verma, SK Vipparthi, G Singh - IEEE Letters of the Computer …, 2019 - ieeexplore.ieee.org
… Network (CNN) based techniques have achieved great success in computer vision tasks …
face authentication, facial expression recognition, object detection, object recognition etc. …

Efficientnet-lite and hybrid CNN-KNN implementation for facial expression recognition on raspberry pi

MN Ab Wahab, A Nazir, ATZ Ren, MHM Noor… - IEEE …, 2021 - ieeexplore.ieee.org
… accuracy than CNN models. Researchers, however, have not explored this hybrid model in
… Section III provides the design methodology and architecture of our proposed hybrid CNN-…

Facial expression recognition using hybrid features of pixel and geometry

C Liu, K Hirota, J Ma, Z Jia, Y Dai - Ieee Access, 2021 - ieeexplore.ieee.org
… a hybrid CNN with dense SIFT aggregator for expression … extract the hybrid feature for facial
expression recognition. The … of facial landmark points and extract more discriminative facial