Edge Detection using Deep Learning

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:Computer_Vision_Task
gptkbp:advantage	Better Performance on Complex Images End-to-end Learning
gptkbp:application	gptkb:Medical_Imaging Image Processing Object Detection
gptkbp:assesses	gptkb:Recall Precision F-measure
gptkbp:challenge	Computational Cost Data Annotation
gptkbp:field	gptkb:Computer_Vision Deep Learning
gptkbp:input	Images
gptkbp:method	gptkb:U-Net gptkb:Fully_Convolutional_Networks gptkb:Holistically-Nested_Edge_Detection Convolutional Neural Networks Deep Supervision
gptkbp:notableContributor	gptkb:Zhuowen_Tu gptkb:Saining_Xie
gptkbp:notablePublication	gptkb:Holistically-Nested_Edge_Detection_(HED)
gptkbp:output	Edge Maps
gptkbp:supportsAlgorithm	gptkb:Laplacian_of_Gaussian gptkb:Canny_Edge_Detector gptkb:Sobel_Operator
gptkbp:trainer	gptkb:PASCAL_VOC gptkb:BSDS500 gptkb:NYUDv2
gptkbp:yearOfPopularization	2015
gptkbp:bfsParent	gptkb:Jitendra_Malik
gptkbp:bfsLayer	6
https://www.w3.org/2000/01/rdf-schema#label	Edge Detection using Deep Learning