78 citations · 187 across the 9 of their papers we have counts for
6 papers · 1 filter
Working memory inspired hierarchical video decomposition with transformative representations
Binjie Qin, Haohao Mao, Ruipeng Zhang +3
Video decomposition is very important to extract moving foreground objects from complex backgrounds in computer vision, machine learning, and medical imaging, e.g., extracting movi…
Sequential vessel segmentation via deep channel attention network
Dongdong Hao, Song Ding, Linwei Qiu +4
This paper develops a novel encoder-decoder deep network architecture which exploits the several contextual frames of 2D+t sequential images in a sliding window centered at current…
Texture variation adaptive image denoising with nonlocal PCA
Wenzhao Zhao, Qiegen Liu, Yisong Lv +1
Image textures, as a kind of local variations, provide important information for human visual system. Many image textures, especially the small-scale or stochastic textures are ric…
Scale Selection of Adaptive Kernel Regression by Joint Saliency Map for Nonrigid Image Registration
Zhuangming Shen, Jiuai Sun, Hui Zhang +1
Joint saliency map (JSM) [1] was developed to assign high joint saliency values to the corresponding saliency structures (called Joint Saliency Structures, JSSs) but zero or low jo…
Registration of Images with Outliers Using Joint Saliency Map
Binjie Qin, Zhijun Gu, Xianjun Sun +1
Mutual information (MI) is a popular similarity measure for image registration, whereby good registration can be achieved by maximizing the compactness of the clusters in the joint…
Local Structure Matching Driven by Joint-Saliency-Structure Adaptive Kernel Regression
Binjie Qin, Zhuangming Shen, Zien Zhou +5
For nonrigid image registration, matching the particular structures (or the outliers) that have missing correspondence and/or local large deformations, can be more difficult than m…