118 citations · 200 across the 12 of their papers we have counts for
13 papers
3D Reconstruction of the Human Colon from Capsule Endoscope Video
Pål Anders Floor, Ivar Farup, Marius Pedersen
As the number of people affected by diseases in the gastrointestinal system is ever-increasing, a higher demand on preventive screening is inevitable. This will significantly incre…
Learning Pairwise Interaction for Generalizable DeepFake Detection
Ying Xu, Kiran Raja, Luisa Verdoliva +1
A fast-paced development of DeepFake generation techniques challenge the detection schemes designed for known type DeepFakes. A reliable Deepfake detection approach must be agnosti…
Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images
Anuja Vats, Marius Pedersen, Ahmed Mohammed +1
Wireless Capsule Endoscopy (WCE) is being increasingly used as an alternative imaging modality for complete and non-invasive screening of the gastrointestinal tract. Although this…
This changes to that : Combining causal and non-causal explanations to generate disease progression in capsule endoscopy
Anuja Vats, Ahmed Mohammed, Marius Pedersen +1
Due to the unequivocal need for understanding the decision processes of deep learning networks, both modal-dependent and model-agnostic techniques have become very popular. Althoug…
Analyzing Fairness in Deepfake Detection With Massively Annotated Databases
Ying Xu, Philipp Terhörst, Kiran Raja +1
In recent years, image and video manipulations with Deepfake have become a severe concern for security and society. Many detection models and datasets have been proposed to detect…
From Labels to Priors in Capsule Endoscopy: A Prior Guided Approach for Improving Generalization with Few Labels
Anuja Vats, Ahmed Mohammed, Marius Pedersen
The lack of generalizability of deep learning approaches for the automated diagnosis of pathologies in Wireless Capsule Endoscopy (WCE) has prevented any significant advantages fro…