Guanxiong Sun, Yang Hua, Guosheng Hu, Neil Robertson In AAAI, 2021 We propose a novel memory bank to effectively model long-range temporal correlations between frames for video object detection. At the same time, our method can run in a very fast speed.
Suyu Dong, Gonging Luo, Guanxiong Sun, Kuanquan Wang, Henggui Zhang In CinC, 2016 We present an end-to-end framework to estimate the left ventricular (LV) volume from 3D echocardiography data. Specifically, we introduce a novel unsupervised learning method to train a CNN for feature extraction. Then, the random forests method is used to predicts the LV volume.
Suyu Dong, Gonging Luo, Guanxiong Sun, Kuanquan Wang, Henggui Zhang In CinC, 2016 We propose a new full-automatic method that combines the deep learning method and the deformable model for left ventricular segmentation on endocardium.