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Estimating 6D Aircraft Pose from Keypoints and Structures

open access: yesRemote Sensing, 2021
This article addresses the challenge of 6D aircraft pose estimation from a single RGB image during the flight. Many recent works have shown that keypoints-based approaches, which first detect keypoints and then estimate the 6D pose, achieve remarkable ...
Ting-Bing Xu   +2 more
exaly   +3 more sources

Rethinking of learning-based 3D keypoints detection for large-scale point clouds registration

open access: yesInternational Journal of Applied Earth Observation and Geoinformation, 2022
The main solution for large-scale point clouds registration is to first obtain a set of matched 3D keypoint pairs and then accomplish the point cloud registration task based on these matched keypoint pairs.
Ruqin Zhou, Hanyun Wang
exaly   +3 more sources

RecovGait: Occluded Parkinson’s Disease Gait Reconstruction Using Unscented Tracking with Gated Initialization Technique [PDF]

open access: yesSensors
Parkinson’s disease is a neurodegenerative disorder disease that worsens over time and involves the deterioration of nerve cells in the brain. Gait analysis has emerged as a promising tool for early detection and monitoring of Parkinson’s disease ...
Chiau Wen Yeong   +5 more
doaj   +2 more sources

UAV Localization Method with Keypoints on the Edges of Semantic Objects for Low-Altitude Economy

open access: yesDrones
The low-altitude economy heavily relies on new carriers represented by unmanned aerial vehicles (UAVs). The localization accuracy of UAVs highly relies on the Global Navigation Satellite System (GNSS), which can be easily affected in low-altitude urban ...
Qinghua Zeng   +2 more
exaly   +3 more sources

Triangular Regions Representations for Matching Images With Viewpoint Changes

open access: yesIEEE Access, 2022
This paper proposes triangular region representations based on keypoints detected in images with viewpoint changes. The strongest keypoints in the reference and query images are allocated individually using a previously published contourlet-based ...
Ibrahim El Rube', Sameer Alsharif
doaj   +1 more source

Keypoint Communities

open access: yes2021 IEEE/CVF International Conference on Computer Vision (ICCV), 2021
Accepted to ICCV ...
Zauss, Duncan   +2 more
openaire   +3 more sources

A Very Fast Copy-Move Forgery Detection Method for 4K Ultra HD Images

open access: yesFrontiers in Signal Processing, 2022
Copy-move forgery detection is a challenging task in digital image forensics. Keypoint-based detection methods have proven to be very efficient to detect copied-moved forged areas in images.
Laura Bertojo   +2 more
doaj   +1 more source

Beyond the Edge: Markerless Pose Estimation of Speech Articulators from Ultrasound and Camera Images Using DeepLabCut

open access: yesSensors, 2022
Automatic feature extraction from images of speech articulators is currently achieved by detecting edges. Here, we investigate the use of pose estimation deep neural nets with transfer learning to perform markerless estimation of speech articulator ...
Alan Wrench, Jonathan Balch-Tomes
doaj   +1 more source

Pose Estimation and Behavior Classification of Jinling White Duck Based on Improved HRNet

open access: yesAnimals, 2023
In breeding ducks, obtaining the pose information is vital for perceiving their physiological health, ensuring welfare in breeding, and monitoring environmental comfort.
Shida Zhao   +4 more
doaj   +1 more source

Viewpoints and keypoints [PDF]

open access: yes2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
We characterize the problem of pose estimation for rigid objects in terms of determining viewpoint to explain coarse pose and keypoint prediction to capture the finer details. We address both these tasks in two different settings - the constrained setting with known bounding boxes and the more challenging detection setting where the aim is to ...
Shubham Tulsiani, Jitendra Malik
openaire   +2 more sources

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