Concepedia

Prior wavelet knowledge for multi-modal medical image segmentation using a lightweight neural network with attention guided features

Vivek Kumar Singh, Elham Yousef Kalafi, Shuhang Wang, Alex Benjamin, Mercy Asideu, Viksit Kumar, Anthony E. Samir

Expert Systems with Applications · 2022 · 26 citations · 43 references

Concepts

ComputingBiomedical EngineeringRadiologyBiomedical ImagingComputer VisionDiagnostic ImagingAttention NetworksDeep LearningImage SegmentationMedical Image AnalysisMedical ImagingMultimodal ImagingFeature Extraction For SegmentationMedical Image SegmentationMulti-modal Image AnalysisMultimodal Imaging AnalysisMultimodal Segmentation

References

43

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

Computing, Computer Science, Computer Vision +11

Fully convolutional networks for semantic segmentation

Jonathan Long, Evan Shelhamer, Trevor Darrell · 2015 · 36.9K citations

Computing, Computer Science, Computer Vision +13

MobileNetV2: Inverted Residuals and Linear Bottlenecks

Mark Sandler, Andrew Howard, Menglong Zhu et al. · 2018 · 25.4K citations

Computing, Computer Science, Computer Vision +11

A theory for multiresolution signal decomposition: the wavelet representation

Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 21.1K citations

Arts, Vision Science, Biomedical Signal Processing +16

Proceedings of IEEE Conference on Computer Vision and Pattern Recognition

1993 · 14.3K citations

Computing, Computer Engineering, Computer Science +16