Facial landmark detection: A literature survey

Y Wu, Q Ji - International Journal of Computer Vision, 2019 - Springer
The locations of the fiducial facial landmark points around facial components and facial
contour capture the rigid and non-rigid facial deformations due to head movements and …

The progress of human pose estimation: A survey and taxonomy of models applied in 2D human pose estimation

TL Munea, YZ Jembre, HT Weldegebriel, L Chen… - IEEE …, 2020 - ieeexplore.ieee.org
Human pose estimation localizes body keypoints to accurately recognizing the postures of
individuals given an image. This step is a crucial prerequisite to multiple tasks of computer …

Beyond appearance: a semantic controllable self-supervised learning framework for human-centric visual tasks

W Chen, X Xu, J Jia, H Luo, Y Wang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Human-centric visual tasks have attracted increasing research attention due to their
widespread applications. In this paper, we aim to learn a general human representation from …

ARHPE: Asymmetric relation-aware representation learning for head pose estimation in industrial human–computer interaction

H Liu, T Liu, Z Zhang, AK Sangaiah… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Head pose estimation (HPE) has wide industrial applications, such as online education,
human–robot interaction, and automatic manufacturing. In this article, we address two key …

Openface: an open source facial behavior analysis toolkit

T Baltrušaitis, P Robinson… - 2016 IEEE winter …, 2016 - ieeexplore.ieee.org
Over the past few years, there has been an increased interest in automatic facial behavior
analysis and understanding. We present OpenFace-an open source tool intended for …

Fsa-net: Learning fine-grained structure aggregation for head pose estimation from a single image

TY Yang, YT Chen, YY Lin… - Proceedings of the …, 2019 - openaccess.thecvf.com
This paper proposes a method for head pose estimation from a single image. Previous
methods often predict head poses through landmark or depth estimation and would require …

Hyperface: A deep multi-task learning framework for face detection, landmark localization, pose estimation, and gender recognition

R Ranjan, VM Patel, R Chellappa - IEEE transactions on …, 2017 - ieeexplore.ieee.org
We present an algorithm for simultaneous face detection, landmarks localization, pose
estimation and gender recognition using deep convolutional neural networks (CNN). The …

Face alignment in full pose range: A 3d total solution

X Zhu, X Liu, Z Lei, SZ Li - IEEE transactions on pattern …, 2017 - ieeexplore.ieee.org
Face alignment, which fits a face model to an image and extracts the semantic meanings of
facial pixels, has been an important topic in the computer vision community. However, most …

Deep learning based 2d human pose estimation: A survey

Q Dang, J Yin, B Wang, W Zheng - Tsinghua Science and …, 2019 - ieeexplore.ieee.org
Human pose estimation has received significant attention recently due to its various
applications in the real world. As the performance of the state-of-the-art human pose …

In-depth review of yolov1 to yolov10 variants for enhanced photovoltaic defect detection

M Hussain, R Khanam - Solar, 2024 - mdpi.com
This review presents an investigation into the incremental advancements in the YOLO (You
Only Look Once) architecture and its derivatives, with a specific focus on their pivotal …