Picture for Xiaofeng Liu

Xiaofeng Liu

Attentive Continuous Generative Self-training for Unsupervised Domain Adaptive Medical Image Translation

May 23, 2023
Xiaofeng Liu, Jerry L. Prince, Fangxu Xing, Jiachen Zhuo, Reese Timothy, Maureen Stone, Georges El Fakhri, Jonghye Woo

* Accepted to Medical Image Analysis

Access Paper or Ask Questions

NFI$_2$: Learning Noise-Free Illuminance-Interpolator for Unsupervised Low-Light Image Enhancement

May 17, 2023
Xiaofeng Liu, Jiaxin Gao, Ziyu Yue, Xin Fan, Risheng Liu

* Low-light, iuminance learning, noise removal, low-level vision

Access Paper or Ask Questions

Posterior Estimation Using Deep Learning: A Simulation Study of Compartmental Modeling in Dynamic PET

Mar 17, 2023
Xiaofeng Liu, Thibault Marin, Tiss Amal, Jonghye Woo, Georges El Fakhri, Jinsong Ouyang

Figure 1 for Posterior Estimation Using Deep Learning: A Simulation Study of Compartmental Modeling in Dynamic PET

Figure 2 for Posterior Estimation Using Deep Learning: A Simulation Study of Compartmental Modeling in Dynamic PET

Figure 3 for Posterior Estimation Using Deep Learning: A Simulation Study of Compartmental Modeling in Dynamic PET

Figure 4 for Posterior Estimation Using Deep Learning: A Simulation Study of Compartmental Modeling in Dynamic PET

* Published in Medical Physics

Access Paper or Ask Questions

Synthesizing audio from tongue motion during speech using tagged MRI via transformer

Feb 14, 2023
Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Maureen Stone, Georges El Fakhri, Jonghye Woo

Figure 1 for Synthesizing audio from tongue motion during speech using tagged MRI via transformer

Figure 2 for Synthesizing audio from tongue motion during speech using tagged MRI via transformer

Figure 3 for Synthesizing audio from tongue motion during speech using tagged MRI via transformer

* SPIE Medical Imaging: Deep Dive Oral

Access Paper or Ask Questions

Infrared Image Super-Resolution: Systematic Review, and Future Trends

Dec 22, 2022
Yongsong Huang, Tomo Miyazaki, Xiaofeng Liu, Shinichiro Omachi

Figure 1 for Infrared Image Super-Resolution: Systematic Review, and Future Trends

Figure 2 for Infrared Image Super-Resolution: Systematic Review, and Future Trends

Figure 3 for Infrared Image Super-Resolution: Systematic Review, and Future Trends

Figure 4 for Infrared Image Super-Resolution: Systematic Review, and Future Trends

* Submitted to IEEE TIP

Access Paper or Ask Questions

Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation

Sep 16, 2022
Xiaofeng Liu, Fangxu Xing, Georges El Fakhri, Jonghye Woo

Figure 1 for Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation

Figure 2 for Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation

Figure 3 for Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation

Figure 4 for Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation

* Published in Medical Image Analysis (extension of MICCAI paper)

Access Paper or Ask Questions

Constraining Pseudo-label in Self-training Unsupervised Domain Adaptation with Energy-based Model

Aug 26, 2022
Lingsheng Kong, Bo Hu, Xiongchang Liu, Jun Lu, Jane You, Xiaofeng Liu

* International Journal of Intelligent Systems. arXiv admin note: substantial text overlap with arXiv:2101.00316

Access Paper or Ask Questions