Concepedia

A deep CNN model for anomaly detection and localization in wireless capsule endoscopy images

Samir Jain, Ayan Seal, Aparajita Ojha, Anis Yazidi, Jan Bureš, Ilja Tachecí, Ondřej Krejcar

Computers in Biology and Medicine · 2021 · 91 citations · 57 references

Concepts

ComputingComputer ScienceBiomedical ImagingComputer VisionMachine LearningAnomaly DetectionAnomaly Detection In Time SeriesDeep LearningGastrointestinal EndoscopyRepresentation LearningTherapeutic EndoscopyAdversarial Attack DetectionCapsule Defect DetectionCapsule EndoscopyDeep Learning DetectionDeep Learning-based Anomaly DetectionDeep Learning-based DetectionImage Anomaly Detection

References

57

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

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

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das et al. · 2017 · 21.6K citations

Computing, Computer Science, Computer Vision +16

Pyramid Scene Parsing Network

Hengshuang Zhao, Jianping Shi, Xiaojuan Qi et al. · 2017 · 15.5K citations

Computing, Computer Science, Computer Vision +8

Proceedings of IEEE International Conference on Computer Vision

1995 · 12.9K citations

Computing, Computer Engineering, Computer Science +14