Coarse-to-fine sparse transformer for hyperspectral image reconstruction
Many learning-based algorithms have been developed to solve the inverse problem of
coded aperture snapshot spectral imaging (CASSI). However, CNN-based methods show …
coded aperture snapshot spectral imaging (CASSI). However, CNN-based methods show …
Visualizing Skiers' Trajectories in Monocular Videos
M Dunnhofer, L Sordi… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Trajectories are fundamental to winning in alpine skiing. Tools enabling the analysis of such
curves can enhance the training activity and enrich broadcasting content. In this paper, we …
curves can enhance the training activity and enrich broadcasting content. In this paper, we …
Detecting arbitrary keypoints on limbs and skis with sparse partly correct segmentation masks
Analyses based on the body posture are crucial for top-class athletes in many sports
disciplines. If at all, coaches label only the most important keypoints, since manual …
disciplines. If at all, coaches label only the most important keypoints, since manual …
Deep learning pose detection model for sow locomotion
TMCG de Paula, RV de Sousa, MP Sarmiento… - Scientific Reports, 2024 - nature.com
Lameness affects animal mobility, causing pain and discomfort. Lameness in early stages
often goes undetected due to a lack of observation, precision, and reliability. Automated and …
often goes undetected due to a lack of observation, precision, and reliability. Automated and …
Tracking Skiers from the Top to the Bottom
M Dunnhofer, L Sordi, N Martinel… - Proceedings of the …, 2024 - openaccess.thecvf.com
Skiing is a popular winter sport discipline with a long history of competitive events. In this
domain, computer vision has the potential to enhance the understanding of athletes' …
domain, computer vision has the potential to enhance the understanding of athletes' …
Recognition of freely selected keypoints on human limbs
Abstract Nearly all Human Pose Estimation (HPE) datasets consist of a fixed set of
keypoints. Standard HPE models trained on such datasets can only detect these keypoints. If …
keypoints. Standard HPE models trained on such datasets can only detect these keypoints. If …
[HTML][HTML] Visual tracking in camera-switching outdoor sport videos: Benchmark and baselines for skiing
M Dunnhofer, C Micheloni - Computer Vision and Image Understanding, 2024 - Elsevier
Skiing is a globally popular winter sport discipline with a rich history of competitive events.
This domain offers ample opportunities for the application of computer vision to enhance the …
This domain offers ample opportunities for the application of computer vision to enhance the …
Deep Single Image Camera Calibration by Heatmap Regression to Recover Fisheye Images Under Manhattan World Assumption
A Manhattan world lying along cuboid buildings is useful for camera angle estimation.
However accurate and robust angle estimation from fisheye images in the Manhattan world …
However accurate and robust angle estimation from fisheye images in the Manhattan world …
A Fair Ranking and New Model for Panoptic Scene Graph Generation
In panoptic scene graph generation (PSGG), models retrieve interactions between objects in
an image which are grounded by panoptic segmentation masks. Previous evaluations on …
an image which are grounded by panoptic segmentation masks. Previous evaluations on …
[PDF][PDF] Fusing CNN and Transformer Network for Human Pose Estimation
J Shi, F Zhang, Z Ma - Advances in Computer, Signals and …, 2024 - clausiuspress.com
Accurate human pose estimation is essential for further human action recognition and
behavioral analysis. Existing convolutional networks can extract local feature information but …
behavioral analysis. Existing convolutional networks can extract local feature information but …