Enhancement of Textural Differences Based on Morphological Component Analysis. - Jianning Chi; Mark G. Eramian (IEEE Trans. Image Process., 2015)

Wavelet-based texture-characteristic morphological component analysis for colour image enhancement. - Jianning Chi; Mark G. Eramian (ICIP, 2016)

Enhancing textural differences using wavelet-based texture characteristics morphological component analysis: A preprocessing method for improving image segmentation. - Jianning Chi; Mark G. Eramian (Comput. Vis. Image Underst., 2017)

Thyroid Nodule Classification in Ultrasound Images by Fine-Tuning Deep Convolutional Neural Network. - Jianning Chi; Ekta Walia; Paul S. Babyn; Jimmy Wang; Gary Groot; Mark G. Eramian (J. Digit. Imaging, 2017)

Bag of local features for person re-identification on large-scale datasets. - Yixiu Liu; Yunzhou Zhang; Jianning Chi (J. Electronic Imaging, 2018)

Deep Learning Based Noise Level Classification of Medical Images. - Yifei Zhang; Chengdong Wu 001; Jianning Chi; Xiaosheng Yu (ICIRA (1), 2019)

Saliency detection via integrating deep learning architecture and low-level features. - Jianning Chi; Chengdong Wu 001; Xiaosheng Yu; Hao Chu; Peng Ji (Neurocomputing, 2019)

Computed Tomography (CT) Image Quality Enhancement via a Uniform Framework Integrating Noise Estimation and Super-Resolution Networks. - Jianning Chi; Yifei Zhang; Xiaosheng Yu; Ying Wang 152; Chengdong Wu 001 (Sensors, 2019)

Single Low-Dose CT Image Denoising Using a Generative Adversarial Network With Modified U-Net Generator and Multi-Level Discriminator. - Jianning Chi; Chengdong Wu 001; Xiaosheng Yu; Peng Ji; Hao Chu (IEEE Access, 2020)

Non-Locally up-Down Convolutional Attention Network for Remote Sensing Image Super-Resolution. - Huan Wang; Qian Hu; Chengdong Wu 001; Jianning Chi; Xiaosheng Yu (IEEE Access, 2020)

Mean Shift-Based Multisource Localization Method in Wireless Binary Sensor Network. - Xiaosheng Yu; Jianning Chi; Ying Wang; Hao Chu (J. Sensors, 2020)

A Novel Pulmonary Nodule Detection Model Based on Multi-Step Cascaded Networks. - Jianning Chi; Shuang Zhang; Xiaosheng Yu; Chengdong Wu 001; Yang Jiang (Sensors, 2020)

Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study. - Wenhan Yang; Ye Yuan 012; Wenqi Ren; Jiaying Liu 001; Walter J. Scheirer; Zhangyang Wang; Taiheng Zhang; Qiaoyong Zhong; Di Xie; Shiliang Pu; Yuqiang Zheng; Yanyun Qu; et al. (IEEE Trans. Image Process., 2020)

Brain tumor segmentation in MR images using a sparse constrained level set algorithm. - Xiaoliang Lei; Xiaosheng Yu; Jianning Chi; Ying Wang 152; Jingsi Zhang; Chengdong Wu 001 (Expert Syst. Appl., 2021)

X-Net: Multi-branch UNet-like network for liver and tumor segmentation from 3D abdominal CT scans. - Jianning Chi; Xiaoying Han; Chengdong Wu 001; Huan Wang; Peng Ji (Neurocomputing, 2021)

Image super-resolution using multi-granularity perception and pyramid attention networks. - Huan Wang; Chengdong Wu 001; Jianning Chi; Xiaosheng Yu; Qian Hu; Hao Wu 064 (Neurocomputing, 2021)

Underwater image super-resolution using multi-stage information distillation networks. - Huan Wang; Hao Wu 064; Qian Hu; Jianning Chi; Xiaosheng Yu; Chengdong Wu 001 (J. Vis. Commun. Image Represent., 2021)

DCLNet: Dual Closed-loop Networks for face super-resolution. - Huan Wang; Qian Hu; Chengdong Wu 001; Jianning Chi; Xiaosheng Yu; Hao Wu 064 (Knowl. Based Syst., 2021)

CT image super-resolution reconstruction based on global hybrid attention. - Jianning Chi; Zhiyi Sun; Huan Wang; Pengfei Lyu; Xiaosheng Yu; Chengdong Wu 001 (Comput. Biol. Medicine, 2022)

Saliency Detection via Absorbing Markov Chain with Multi-Level Cues. - Pengfei Lv; Xiaosheng Yu; Jianning Chi; Chengdong Wu 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2022)

Skeleton-based similar action recognition through integrating the salient image feature into a center-connected graph convolutional network. - Zhongyu Bai; Qichuan Ding; Hongli Xu; Jianning Chi; Xiangyue Zhang; Tiansheng Sun (Neurocomputing, 2022)

MID-UNet: Multi-input directional UNet for COVID-19 lung infection segmentation from CT images. - Jianning Chi; Shuang Zhang; Xiaoying Han; Huan Wang; Chengdong Wu 001; Xiaosheng Yu (Signal Process. Image Commun., 2022)

Low-Dose CT Image Super-Resolution Network with Dual-Guidance Feature Distillation and Dual-Path Content Communication. - Jianning Chi; Zhiyi Sun; Tianli Zhao; Huan Wang; Xiaosheng Yu; Chengdong Wu 001 (MICCAI (10), 2023)

Hybrid transformer UNet for thyroid segmentation from ultrasound scans. - Jianning Chi; Zelan Li; Zhiyi Sun; Xiaosheng Yu; Huan Wang (Comput. Biol. Medicine, 2023)

Cross-view information interaction and feedback network for face hallucination. - Huan Wang; Jianning Chi; Chengdong Wu 001; Xiaosheng Yu; Hao Wu 064 (J. Vis. Commun. Image Represent., 2023)

PILN: A posterior information learning network for blind reconstruction of lung CT images. - Jianning Chi; Zhiyi Sun; Xiaoying Han; Xiaosheng Yu; Huan Wang; Chengdong Wu 001 (Comput. Methods Programs Biomed., 2023)

Multi-Modal Brain Tumor Data Completion Based on Reconstruction Consistency Loss. - Yang Jiang; Shuang Zhang; Jianning Chi (J. Digit. Imaging, 2023)

Degradation Adaption Local-to-Global Transformer for Low-Dose CT Image Denoising. - Huan Wang; Jianning Chi; Chengdong Wu 001; Xiaosheng Yu; Hao Wu 064 (J. Digit. Imaging, 2023)

Optic disc detection based on fully convolutional network and weighted matrix recovery model. - Siqi Wang; Xiaosheng Yu; Wenzhuo Jia; Jianning Chi; Pengfei Lv; Junxiang Wang; Chengdong Wu 001 (Medical Biol. Eng. Comput., 2023)

Clustering Multimodal Ensemble Learning for Predicting Gastric Cancer Neoadjuvant Chemotherapy Efficacy. - Jianning Chi; Huixuan Wu; Yujin Shi; Zelan Li; Xiaohu Sun; Lu Wang; Zitian Zhang; Yuehua Gong (BIBM, 2024)

A Retinal Vessel Segmentation Network Fusing Cross-Modal Features. - Xiaosheng Yu; Jianning Chi; Ming Xu (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2024)

Progressive local-to-global vision transformer for occluded face hallucination. - Huan Wang; Jianning Chi; Chengdong Wu 001; Xiaosheng Yu; Hao Wu (Multim. Tools Appl., 2024)

Generative facial prior embedded degradation adaption network for heterogeneous face hallucination. - Huan Wang; Jianning Chi; Xiaoqiang Li; Chengdong Wu 001; Hao Wu (Multim. Tools Appl., 2024)

Cross-modal collaborative propagation for RGB-T saliency detection. - Xiaosheng Yu; Yu Pang; Jianning Chi; Qi Qi (Vis. Comput., 2024)

LGDNet: local feature coupling global representations network for pulmonary nodules detection. - Jianning Chi; Jin Zhao; Siqi Wang; Xiaosheng Yu; Chengdong Wu 001 (Medical Biol. Eng. Comput., 2024)

Beyond Point Annotation: A Weakly Supervised Network Guided by Multi-Level Labels Generated from Four-Point Annotation for Thyroid Nodule Segmentation in Ultrasound Image. - Jianning Chi; Zelan Li; Huixuan Wu; Wenjun Zhang; Ying Huang (ICASSP, 2025)

Blind super-resolution network for thyroid ultrasound image based on multiple degradation model. - Jianning Chi; Zhifei Xu; Yuqi Deng; Wenjun Zhang 005; Ying Huang (Biomed. Signal Process. Control., 2025)

PONet: Prototype optimization network for few-shot medical image segmentation. - Siqi Wang; Xiaosheng Yu; Jianning Chi; Chengdong Wu 001; Xiujing Gao (Neurocomputing, 2025)

TwinsTNet: Broad-View Twins Transformer Network for Bi-Modal Salient Object Detection. - Pengfei Lyu; Xiaosheng Yu; Jianning Chi; Hao Wu 064; Chengdong Wu 001; Jagath C. Rajapakse (IEEE Trans. Image Process., 2025)

Frefusion: Frequency Domain Transformer for Infrared and Visible Image Fusion. - Junjie Shi; Puhong Duan; Xiaoguang Ma; Jianning Chi; Yong Dai (IEEE Trans. Multim., 2025)

Weakly Supervised Segmentation Framework for Thyroid Nodule Based on High-confidence Labels and High-rationality Losses. - Jianning Chi; Zelan Li; Geng Lin; Mingyang Sun; Xiaosheng Yu (CoRR, 2025)

A Dual-Branch Cross-Modality-Attention Network for Thyroid Nodule Diagnosis Based on Ultrasound Images and Contrast-Enhanced Ultrasound Videos. - Jianning Chi; Jia-hui Chen; Bo Wu; Jin Zhao; Kai Wang; Xiaosheng Yu; Wenjun Zhang 005; Ying Huang (IEEE J. Biomed. Health Informatics, 2025)

Low-Dose CT Image Super-Resolution With Noise Suppression Based on Prior Degradation Estimator and Self-Guidance Mechanism. - Jianning Chi; Zhiyi Sun; Liuyi Meng; Siqi Wang; Xiaosheng Yu; Xiaolin Wei; Bin Yang (IEEE Trans. Medical Imaging, 2025)

CMT-6D: a lightweight iterative 6DoF pose estimation network based on cross-modal Transformer. - Suyi Liu; Fang Xu; Chengdong Wu 001; Jianning Chi; Xiaosheng Yu; Longxing Wei; Chuanjiang Leng (Vis. Comput., 2025)

Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation. - Pengfei Lyu; Pak-Hei Yeung; Xiaosheng Yu; Jing Xia; Jianning Chi; Chengdong Wu 001; Jagath C. Rajapakse (CoRR, 2025)

Coarse for Fine: Bounding Box Supervised Thyroid Ultrasound Image Segmentation Using Spatial Arrangement and Hierarchical Prediction Consistency. - Jianning Chi; Geng Lin; Zelan Li; Wenjun Zhang 005; Jia-hui Chen; Ying Huang (IEEE J. Biomed. Health Informatics, 2025)

Adaptive box-level supervision with superpixel shape guidance for ultrasound image segmentation. - Jianning Chi; Mingyang Sun; Zelan Li; Geng Lin; Ying Huang (Vis. Comput., 2025)