Ashish Patel 🇮🇳’s Post

Day-94 Computer Vision Learning 𝗠𝘂𝗹𝘁𝗶𝗖𝗵𝗮𝗻𝗻𝗲𝗹 — Segment Colon Histology Images (Biomedical Image Segmentation) Follow me for similar post : 🇮🇳 Ashish Patel Interesting Facts : 🔸 This is a paper in 2017 TBME with over 100 citations. 🔸 Foreground Segmentation using FCN + Edge Detection Using HED + Object Detection Using Faster R-CNN ------------------------------------------------------------------- 𝗔𝗺𝗮𝘇𝗶𝗻𝗴 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 : https://lnkd.in/ex_Q36z ------------------------------------------------------------------- 𝗜𝗠𝗣𝗢𝗥𝗧𝗔𝗡𝗖𝗘 🔸It is a Deep MultiChannel Neural Networks used for gland instance segmentation. This approach, as seen in the above figure, fuses the results from 3 sub-networks: Foreground Segmentation using FCN, Edge Detection Using HED, Object Detection Using Faster R-CNN 🔸State-of-the-art results are achieved using 2015 MICCAI Gland Segmentation Challenge Dataset. Authors firstly published MultiChannel in 2016 MICCAI with the use of only 2 sub-networks: Foreground Segmentation using FCN, and Edge Detection Using HED. #computervision #artificialintelligence #deeplearning