Kaiyan Li

Orcid: 0000-0003-3608-590X

Affiliations:
  • Xidian University, State Key Laboratory of Integrated Service Networks, Xian, China


According to our database1, Kaiyan Li authored at least 8 papers between 2019 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Estimating task-based performance bounds for image reconstruction methods by use of learned-ideal observers.
Proceedings of the Medical Imaging 2023: Image Perception, 2023

2022
A Hybrid Approach for Approximating the Ideal Observer for Joint Signal Detection and Estimation Tasks by Use of Supervised Learning and Markov-Chain Monte Carlo Methods.
IEEE Trans. Medical Imaging, 2022

Investigation of adversarial robust training for establishing interpretable CNN-based numerical observers.
Proceedings of the Medical Imaging 2022: Image Perception, 2022

A task-informed model training method for deep neural network-based image denoising.
Proceedings of the Medical Imaging 2022: Image Perception, 2022

2021
Assessing the Impact of Deep Neural Network-Based Image Denoising on Binary Signal Detection Tasks.
IEEE Trans. Medical Imaging, 2021

Task-based performance evaluation of deep neural network-based image denoising.
Proceedings of the Medical Imaging 2021: Image Perception, 2021

Supervised learning-based ideal observer approximation for joint detection and estimation tasks.
Proceedings of the Medical Imaging 2021: Image Perception, 2021

2019
DDLPS: Detail-Based Deep Laplacian Pansharpening for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2019


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