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Have We Solved Edge Detection? A Review of State-of-the-Art Datasets and DNN Based Techniques

Recent Deep Neural Networks (DNNs) based edge detection methods claim to beat human performance on small scale datasets like BSDS500. But is the problem of edge detection really solved? To answer this question, we review the existing dataset limitations as well as the generalization capabilities of...

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Bibliografski detalji
Glavni autori: Muhammad Mubashar, Naeemullah Khan, Abdur Rehman Sajid, Muhammad Hashim Javed, Naveed Ul Hassan
Format: Artigo
Jezik:Inglês
Izdano: IEEE 2022-01-01
Serija:IEEE Access
Teme:
Online pristup:https://ieeexplore.ieee.org/document/9812621/
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