Kaiyan Li

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Signal Detection

Image Denoising

Undecimated Wavelet Transform

Top Venues

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

IEEE Trans. Medical Imaging

IEEE Trans. Geosci. Remote. Sens.

Publications

Kaiyan Li, Weimin Zhou, Hua Li, Mark A. Anastasio
Estimating task-based performance bounds for image reconstruction methods by use of learned-ideal observers. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Sourya Sengupta, Craig K. Abbey, Kaiyan Li, Mark A. Anastasio
Investigation of adversarial robust training for establishing interpretable CNN-based numerical observers. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Kaiyan Li, Weimin Zhou, Hua Li, Mark A. Anastasio
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 41 (5) (2022)
Kaiyan Li, Hua Li, Mark A. Anastasio
A task-informed model training method for deep neural network-based image denoising. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Kaiyan Li, Weimin Zhou, Hua Li, Mark A. Anastasio
Supervised learning-based ideal observer approximation for joint detection and estimation tasks. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2021)
Kaiyan Li, Weimin Zhou, Hua Li, Mark A. Anastasio
Task-based performance evaluation of deep neural network-based image denoising. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2021)
Kaiyan Li, Weimin Zhou, Hua Li, Mark A. Anastasio
Assessing the Impact of Deep Neural Network-Based Image Denoising on Binary Signal Detection Tasks. IEEE Trans. Medical Imaging 40 (9) (2021)
Kaiyan Li, Weiying Xie, Qian Du, Yunsong Li
DDLPS: Detail-Based Deep Laplacian Pansharpening for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 57 (10) (2019)