Song Guo

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Diabetic Retinopathy

Vessel Segmentation

Top Venues

Publications

Song Guo, Ke Ji
Random color transformation for single domain generalized retinal image segmentation. Eng. Appl. Artif. Intell. 136 (2024)
Song Guo
DPN: detail-preserving network with high resolution representation for efficient segmentation of retinal vessels. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Song Guo
LightEyes: A Lightweight Fundus Segmentation Network for Mobile Edge Computing. Sensors 22 (9) (2022)
Song Guo
CSGNet: Cascade semantic guided net for retinal vessel segmentation. Biomed. Signal Process. Control. 78 (2022)
Song Guo
Fundus image segmentation via hierarchical feature learning. Comput. Biol. Medicine 138 (2021)
Song Guo, Xiaojuan Chen, Yueping Kong
Vertically-nested Network for Automatic Vessel Segmentation. IJCNN (2021)
Hong Kang, Yingqi Gao, Song Guo, Xia Xu, Tao Li, Kai Wang
AVNet: A retinal artery/vein classification network with category-attention weighted fusion. Comput. Methods Programs Biomed. 195 (2020)
Song Guo, Kai Wang, Hong Kang, Teng Liu, Yingqi Gao, Tao Li
Bin loss for hard exudates segmentation in fundus images. Neurocomputing 392 (2020)
Chan Zhang, Tao Li, Song Guo, Ning Li, Yingqi Gao, Kai Wang
Aggregation Connection Network For Tiny Face Detection. IJCNN (2019)
Song Guo, Kai Wang, Hong Kang, Yujun Zhang, Yingqi Gao, Tao Li
BTS-DSN: Deeply supervised neural network with short connections for retinal vessel segmentation. Int. J. Medical Informatics 126 (2019)
Tao Li, Yingqi Gao, Kai Wang, Song Guo, Hanruo Liu, Hong Kang
Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening. Inf. Sci. 501 (2019)
Yingqi Gao, Kunpeng Xie, Song Guo, Kai Wang, Hong Kang, Tao Li
Random Inception Module and Its Parallel Implementation. APPT (2019)
Tao Li, Jiabing Leng, Lingyan Kong, Song Guo, Gang Bai, Kai Wang
DCNR: deep cube CNN with random forest for hyperspectral image classification. Multim. Tools Appl. 78 (3) (2019)
Song Guo, Tao Li, Hong Kang, Ning Li, Yujun Zhang, Kai Wang
L-Seg: An end-to-end unified framework for multi-lesion segmentation of fundus images. Neurocomputing 349 (2019)
Song Guo, Tao Li, Chan Zhang, Ning Li, Hong Kang, Kai Wang
Random Drop Loss for Tiny Object Segmentation: Application to Lesion Segmentation in Fundus Images. ICANN (3) (2019)
Song Guo, Tao Li, Kai Wang, Chan Zhang, Hong Kang
A Lightweight Neural Network for Hard Exudate Segmentation of Fundus Image. ICANN (3) (2019)
Song Guo, Yingqi Gao, Kai Wang, Tao Li
Deeply supervised neural network with short connections for retinal vessel segmentation. CoRR (2018)
Song Guo, Changjun Zhou, Bin Wang, Xuedong Zheng
Training Restricted Boltzmann Machines Using Modified Objective Function Based on Limiting the Free Energy Value. IEEE Access 6 (2018)
Song Guo, Changjun Zhou, Bin Wang, Shihua Zhou
A Method of Discriminative Features Extraction for Restricted Boltzmann Machines. IDEAL (2016)