Computer-Aided Retinal Haemorrhage Detection and Super-Resolution in Diabetic Retinopathy Digital Fundus Images

Retinal diseases such as diabetic retinopathy cause blood vessel ruptures that can lead to vision loss. Automatic retinal haemorrhage detection and labelling support clinicians to facilitate fast screening and initiate immediate treatment. This work proposes a haemorrhage localization technique for the accurate detection of retinal haemorrhages using transfer-learning. The retinal haemorrhages are...