2D photos are great, but what about 3D imaging?
Sign Up to like & getrecommendations! Published in 2021 at "Graefe's Archive for Clinical and Experimental Ophthalmology"
DOI: 10.1007/s00417-021-05479-4
Abstract: Dear Editor, With great interest, we read the article “Analysis of surgical outcome after upper eyelid surgery by computer vision algorithm using face and facial landmark detection” by our highly appreciated colleagues İlke Bahçeci Şimşek… read more here.
Keywords: landmark; three dimensional; landmark detection; system ... See more keywords
Multi-task feature learning-based improved supervised descent method for facial landmark detection
Sign Up to like & getrecommendations! Published in 2018 at "Signal, Image and Video Processing"
DOI: 10.1007/s11760-017-1125-4
Abstract: Facial landmark detection has played an important role in many face understanding tasks, such as face verification, facial expression recognition, age estimation et al. Model initialization and feature extraction are crucial in supervised landmark detection.… read more here.
Keywords: multi task; detection; landmark detection; feature ... See more keywords
A Benchmark Dataset for Automatic Cephalometric Landmark Detection and CVM Stage Classification
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DOI: 10.1038/s41597-025-05542-3
Abstract: Accurate identification and localization of cephalometric landmarks are crucial for diagnosing and quantifying anatomical abnormalities in orthodontics. Traditional manual annotation of these landmarks on lateral cephalograms (LCRs) is time-consuming and subject to inter- and intra-expert… read more here.
Keywords: cvm stage; dataset; cephalometric; landmark detection ... See more keywords
Real Time Landmark Detection for Within- and Cross Subject Tracking With Minimal Human Supervision
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3195211
Abstract: Landmark detection plays an important role for a variety of image processing and analysis tasks. Current methods rely on either supervised or semi-supervised learning which often requires large labeled training datasets. Also, retrospective addition of… read more here.
Keywords: detection within; landmark; real time; time landmark ... See more keywords
Facial Landmark Detection With Learnable Connectivity Graph Convolutional Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3200037
Abstract: The conventional heatmap regression with deep networks has become one of the mainstream approaches for landmark detection. Despite their success, these methods do not exploit the overall landmarks structure. We present a new landmark detection… read more here.
Keywords: graph convolutional; network; structure; convolutional network ... See more keywords
Uncertainty Estimation in Cardio Landmark Detection and Heart Disease Diagnosis on Chest X-Ray Images
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DOI: 10.1109/access.2025.3566772
Abstract: Landmark detection using chest X-ray images is often a time-consuming task performed by radiologists, followed by the calculation of cardiometric indices and the diagnosis of heart diseases. The goal of this research is to estimate… read more here.
Keywords: heart; uncertainty; chest ray; landmark detection ... See more keywords
Optimization and Benchmarking of Image Segmentation for Improved Landmark Detection in Lower Limb X-Rays and Accurate Coronal Plane Alignment of the Knee Classification
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DOI: 10.1109/access.2025.3572342
Abstract: Recent studies have explored image segmentation for landmark detection in computer vision and medical imaging of the lower limb, showing promising results. However, the proposed methodologies vary significantly, and a comparison with existing methods is… read more here.
Keywords: segmentation; landmark detection; lower limb; image segmentation ... See more keywords
Anthropometric Landmark Detection in 3D Head Surfaces Using a Deep Learning Approach
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2020.3035888
Abstract: Landmark labeling in 3D head surfaces is an important and routine task in clinical practice to evaluate head shape, namely to analyze cranial deformities or growth evolution. However, manual labeling is still applied, being a… read more here.
Keywords: head; landmark; landmark detection; anthropometric landmark ... See more keywords
Fetal Cerebellum Landmark Detection Based on 3D MRI: Method and Benchmark
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2025.3559702
Abstract: Fetal cerebellum landmark detection is crucial for assessing fetal brain development. Although deep learning has become the standard for automatic landmark detection, most previous methods have focused on using 2D ultrasound or thick Magnetic Resonance… read more here.
Keywords: landmark; fetal cerebellum; cerebellum landmark; landmark detection ... See more keywords
Regressive Pseudo Label for Weakly Supervised Facial Landmark Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3162403
Abstract: The progress of the deep neural network and visual sensors promote the facial landmark detection. However, faces are easily collected from Internet of Things (IoT) devices worldwide but are hard-labeled facial landmarks in consistent style.… read more here.
Keywords: landmark detection; facial landmark; regressive pseudo;
Towards Unconstrained Facial Landmark Detection Robust to Diverse Cropping Manners
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2020.3006236
Abstract: Facial landmark detection is one crucial step for face-based image/video analysis. Despite the fact that recently many facial landmark detection models have achieved remarkable performance, most state-of-the-art heatmap regression-based methods heavily rely on initialization of… read more here.
Keywords: face images; facial landmark; landmark; landmark detection ... See more keywords