研究目标与研究方向
Endoscopy video anaylsis
A image enhancement/frame restoration
(1)artifact detection
classical such as: blur specularity,saturation
(2) image restoration
image super resolution
image deblur
B active learning in medical diagnosis
PS:
(1)在之后的研究中，以video（temporal feature）为导向的相关研究方法希望提出
(2)进阶的research plan ，最好以“方法导向”——类似同一套network framework 套不同的问题
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Research Proposal： Image Processing in Endoscopy video with deep learning method ------主要集中于Fig.1 中的 pre-processing 阶段
(1) artefact detection and segmentation
background and challenge 参见 https://ead2019.grand-challenge.org/
(2）image restoration——the process of generating realistic and noise free image pixels from conrrupted image pixels
相关的研究课题包括以下：
image debluring
image inprinting
image super resolution
