Enhancement of patient facial recognition through deep learning algorithm: ConvNet
The use of machine learning algorithms for facial expression recognition and patient
monitoring is a growing area of research interest. In this study, we present a technique for …
monitoring is a growing area of research interest. In this study, we present a technique for …
An end-to-end task-simplified and anchor-guided deep learning framework for image-based head pose estimation
J Li, J Wang, F Ullah - IEEE Access, 2020 - ieeexplore.ieee.org
Image-based Head Pose Estimation (HPE) from an arbitrary view is still challenging due to
the complex imaging conditions as well as the intrinsic and extrinsic property of the faces …
the complex imaging conditions as well as the intrinsic and extrinsic property of the faces …
Regional attention network (ran) for head pose and fine-grained gesture recognition
Affect is often expressed via non-verbal body language such as actions/gestures, which are
vital indicators for human behaviors. Recent studies on recognition of fine-grained …
vital indicators for human behaviors. Recent studies on recognition of fine-grained …
Factors affecting accuracy of convolutional neural network using vgg-16
J Rawat, D Logofătu, S Chiramel - International Conference on …, 2020 - Springer
In this paper, performance evaluation of image data-set using 2-layer Convolutional Neural
Network Architecture and transfer learning method, is studied on Fashion MNIST dataset …
Network Architecture and transfer learning method, is studied on Fashion MNIST dataset …
Multimodal Facial Emotion Recognition Using Improved Convolution Neural Networks Model
In the quest for human-robot interaction (HRI), leading to the development of emotion
recognition, learning, and analysis capabilities, robotics plays a significant role in human …
recognition, learning, and analysis capabilities, robotics plays a significant role in human …
Rotation axis focused attention network (rafa-net) for estimating head pose
Head pose is a vital indicator of human attention and behavior. Therefore, automatic
estimation of head pose from images is key to many real-world applications. In this paper …
estimation of head pose from images is key to many real-world applications. In this paper …
Critically examining the domain generalizability of facial expression recognition models
Facial Expression Recognition is a commercially-important application, but one under-
appreciated limitation is that such applications require making predictions on out-of-sample …
appreciated limitation is that such applications require making predictions on out-of-sample …
Detecting exams fraud using transfer learning and fine-tuning for ResNet50
HH Luong, TT Khanh, MD Ngoc, MH Kha… - … Conference on Future …, 2022 - Springer
Online examinations gradually become popular due to Covid 19 pandemic. Environmentally
friendly, saving money, and convenient,... are some of the advantages when taking exams …
friendly, saving money, and convenient,... are some of the advantages when taking exams …
Deep Learning-based Head Pose Estimation for Enhancing Nonverbal Communication in Human-Robot Interaction
CY Yoon, Y Lim, DW Lee, KE Ko - 2023 32nd IEEE International …, 2023 - ieeexplore.ieee.org
This study presents an approach for enhancing human-robot interaction by developing a
deep learning-based algorithm that recognizes nonverbal communicative information, with a …
deep learning-based algorithm that recognizes nonverbal communicative information, with a …
Task–Driven Image–to–Image Translation for Automotive Applications
A Mălăescu, A Frăţilă, LC Duţu… - 2020 IEEE Intelligent …, 2020 - ieeexplore.ieee.org
Image-to-image translation attempts at mapping an image from a given domain into a
different domain. In this paper we introduce a novel image-to-image translation paradigm …
different domain. In this paper we introduce a novel image-to-image translation paradigm …