Nonparametric Kernel Estimation Based on Fuzzy Random Variables
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2016.2551283
Abstract: This paper extends the classical nonparametric curve-fitting methods for fuzzy random variables. The study was conducted in two parts: 1) fuzzy density estimation and 2) nonparametric regression. The classical nonparametric density estimation was first developed… read more here.
Keywords: fuzzy random; estimation; random variables; curve fitting ... See more keywords
Deep Crisp Boundaries: From Boundaries to Higher-Level Tasks
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2018.2874279
Abstract: Edge detection has made significant progress with the help of deep convolutional networks (ConvNet). These ConvNet-based edge detectors have approached human level performance on standard benchmarks. We provide a systematical study of these detectors’ outputs.… read more here.
Keywords: crisp edge; level; crisp; crisp boundaries ... See more keywords