EDR-Net: Lightweight Deep Neural Network Architecture for Detecting Referable Diabetic Retinopathy

• Main Authors: Aujih, A.B., Shapiai, M.I., Meriaudeau, F., Tang, T.B.
• Format: Article
• Published: Institute of Electrical and Electronics Engineers Inc. 2022
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85132695820&doi=10.1109%2fTBCAS.2022.3182907&partnerID=40&md5=2f47cbd2430b2c0bfdb893d962b85891; http://eprints.utp.edu.my/33165/

Present architecture of convolution neural network for diabetic retinopathy (DR-Net) is based on normal convolution (NC). It incurs high computational cost as NC uses a multiplicative weight that measures a combined correlation in both cross-channel and spatial dimension of layer’s inputs...