Extensive experiments show that in both settings, the patch-based method can obtain high quality image reconstructions that can outperform whole-image models and can compete with methods that have access to large in-distribution training datasets. Furthermore, we show how whole-image models are ...
These methods have two clearly differentiated steps: select similar patches to a reference one and estimate a noise-free version from this group. We review selection and estimation strategies. In particular, we show that the performance is improved by introducing motion compensation. We use as ...
yu@cis.udel.edu Abstract Patch-based methods such as Non-Local Means (NLM) and BM3D have become the de facto gold standard for im- age denoising. The core of these approaches is to use simi- lar patches within the image as cues for denoising. The op- eration usually requires expensive...
MH Alkinani, MR El-Sakka, Patch-based models and algorithms for image denoising: a comparative review between patch-based images denoising methods for additive noise reduction. EURASIP J. Image Video Proces. 58, 1-27 (2017)M. H. Alkinani and M. R. El-Sakka, "Patch-based models and ...
Whilst patch-based methods provide more training examples, they also lead to a reduction in field-of-view (FOV) of training images. We overcame this limitation by using stochastic training and dense inference to generate the final synthetic volumes. However, further research is needed to compare ...
Is there anyway to avoid repetitive class instantiations for all methods in the cpp file? Is there any way in which to simplify the explicit statement of the class when implementing methods in the cpp file that was previously contracted in the h file? Something like... There isn't, but a...
Two structure-based methods, Pocket-Surfer and Patch-Surfer, identify similar known ligand binding sites for pocket regions in a query protein without using... L Sael,M Chitale,D Kihara - 《Journal of Structural & Functional Genomics》 被引量: 38发表: 2012年 Efficient local ligand-binding sit...
Patch-based Methods for Face Anti-spoofing (FAS) & Code for CVPR2019 FAS Attack Detection Challenge This is the source code for 2nd palce solution to the ChaLearn Face Anti-spoofing Attack Detection Challenge hosted by ChaLearn. Recent Update 2021.11.24: Add ViT for patch-based FAS 2021.10...
The accuracy of affinity measurement is one determining factor for performance of detection-based multiple pedestrian tracking methods. To get high accuracy, most existing affinity measurement techniques require expensive and laborious data annotation for model training when there is no future information in...
Patch-based Methods 风吹凉夏 上海某三本,炼丹师 来自专栏 · 多模态预训练 3 人赞同了该文章 ViLT ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision motivation:当前的VLP方法visual embedding太过笨重,论文中首次将visual embedding设计的和text embedding一样轻便,主要借鉴了ViT中分...