Ashish Patel 🇮🇳’s Post

𝗗𝗮𝘆-𝟭𝟬𝟴 Computer Vision Learning 𝗗𝗨𝗡𝗲𝘁 — Deformable U-Net for Retinal Vessels Segmentation (Biomedical Image Segmentation) by by Tianjin University, Linkoping University Follow me for similar post : 🇮🇳 Ashish Patel Interesting Facts : 🔸 This is a paper in 2019 JKNOSYS with over 133 citations. 🔸 U-Net+DCN, Outperforms U-Net & DCN ------------------------------------------------------------------- 𝗔𝗺𝗮𝘇𝗶𝗻𝗴 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 : https://lnkd.in/ePh_NS9 ------------------------------------------------------------------- 𝗜𝗠𝗣𝗢𝗥𝗧𝗔𝗡𝗖𝗘 🔸It exploits the retinal vessels’ local features with a U-shape architecture, with upsampling operators to extract context information. 🔸It enable precise localization by combining low-level feature maps with high-level ones. 🔸It captures the retinal vessels at various shapes and scales by adaptively adjusting the receptive fields according to vessels’ scales and shapes using the deformable convolutional network (DCN). #computervision #artificialintelligence #deeplearning