Song Guo

29 papers B 3C 1Misc 1Journal 19Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Model cooperation learning for multi-source domain generalization in medical image segmentation.
Appl. Soft Comput.
Song Guo
2026 J jnl
Single domain generalized fundus image segmentation via random style transformation.
Appl. Soft Comput.
Song Guo
2025 B conf
DualScaleNet: A Self-Supervised Dual-Branch Contrastive Learning Framework for Enhanced Medical Image Segmentation.
IJCNN
Ximeng Zhang, Shumao Wang, Song Guo
2025 J jnl
Efficient multi-scale learning via scale embedding for diabetic retinopathy multi-lesion segmentation.
Biomed. Signal Process. Control.
Song Guo
2025 J jnl
Efficient retinal artery/vein classification with dense color-invariant feature learning.
Neural Comput. Appl.
Xiaojuan Chen, Luyu Niu, Song Guo
2025 J jnl
Enhancing cross-domain generalization in retinal image segmentation via style randomization and style normalization.
Image Vis. Comput.
Song Guo
2025 Misc conf
FreeLesion: Synthetic Image-Mask Pairs for Fundus Lesion Segmentation via Curriculum Learning and Feature-Loss Guided Filtering.
ICASSP
Peilei Fu, Song Guo
2024 J jnl
Random color transformation for single domain generalized retinal image segmentation.
Eng. Appl. Artif. Intell.
Song Guo, Ke Ji
2023 — conf
Bézier Curves Meet Deep Learning: A Novel Pretraining Method for Improved and Generalized Retinal Vessel Segmentation.
BIBM
Luyu Niu, Xiaojuan Chen, Song Guo
2023 J jnl
DPN: detail-preserving network with high resolution representation for efficient segmentation of retinal vessels.
J. Ambient Intell. Humaniz. Comput.
Song Guo
2022 J jnl
CSGNet: Cascade semantic guided net for retinal vessel segmentation.
Biomed. Signal Process. Control.
Song Guo
2022 J jnl
LightEyes: A Lightweight Fundus Segmentation Network for Mobile Edge Computing.
Sensors
Song Guo
2022 — conf
MDANet: Multi-Direction Attention Network for Curvilinear Structure Segmentation of Biomedical Images.
BIBM
Xiaojuan Chen, Tao Hu, Song Guo
2021 J jnl
A Mountain Summit Recognition Method Based on Improved Faster R-CNN.
Complex.
Yueping Kong, Yun Wang, Song Guo, Jiajing Wang
2021 J jnl
Fundus image segmentation via hierarchical feature learning.
Comput. Biol. Medicine
Song Guo
2021 B conf
Vertically-nested Network for Automatic Vessel Segmentation.
IJCNN
Song Guo, Xiaojuan Chen, Yueping Kong
2020 J jnl
AVNet: A retinal artery/vein classification network with category-attention weighted fusion.
Comput. Methods Programs Biomed.
Hong Kang, Yingqi Gao, Song Guo, Xia Xu, Tao Li, Kai Wang
2020 J jnl
Bin loss for hard exudates segmentation in fundus images.
Neurocomputing
Song Guo, Kai Wang, Hong Kang, Teng Liu, Yingqi Gao, Tao Li
2019 — conf
A Lightweight Neural Network for Hard Exudate Segmentation of Fundus Image.
ICANN (3)
Song Guo, Tao Li, Kai Wang, Chan Zhang, Hong Kang
2019 B conf
Aggregation Connection Network For Tiny Face Detection.
IJCNN
Chan Zhang, Tao Li, Song Guo, Ning Li, Yingqi Gao, Kai Wang
2019 J jnl
BTS-DSN: Deeply supervised neural network with short connections for retinal vessel segmentation.
Int. J. Medical Informatics
Song Guo, Kai Wang, Hong Kang, Yujun Zhang, Yingqi Gao, Tao Li
2019 J jnl
DCNR: deep cube CNN with random forest for hyperspectral image classification.
Multim. Tools Appl.
Tao Li, Jiabing Leng, Lingyan Kong, Song Guo, Gang Bai, Kai Wang
2019 J jnl
Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening.
Inf. Sci.
Tao Li, Yingqi Gao, Kai Wang, Song Guo, Hanruo Liu, Hong Kang
2019 J jnl
L-Seg: An end-to-end unified framework for multi-lesion segmentation of fundus images.
Neurocomputing
Song Guo, Tao Li, Hong Kang, Ning Li, Yujun Zhang, Kai Wang
2019 — conf
Random Drop Loss for Tiny Object Segmentation: Application to Lesion Segmentation in Fundus Images.
ICANN (3)
Song Guo, Tao Li, Chan Zhang, Ning Li, Hong Kang, Kai Wang
2019 — conf
Random Inception Module and Its Parallel Implementation.
APPT
Yingqi Gao, Kunpeng Xie, Song Guo, Kai Wang, Hong Kang, Tao Li
2018 J jnl
Deeply supervised neural network with short connections for retinal vessel segmentation.
CoRR
Song Guo, Yingqi Gao, Kai Wang, Tao Li
2018 J jnl
Training Restricted Boltzmann Machines Using Modified Objective Function Based on Limiting the Free Energy Value.
IEEE Access
Song Guo, Changjun Zhou, Bin Wang, Xuedong Zheng
2016 C conf
A Method of Discriminative Features Extraction for Restricted Boltzmann Machines.
IDEAL
Song Guo, Changjun Zhou, Bin Wang, Shihua Zhou