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20122026
most citedLinking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation

490 citations

Showing 2019Show all

7 papers · 1 filter

cs.CV2019★ 4 cited

NAMF: A Non-local Adaptive Mean Filter for Salt-and-Pepper Noise Removal

Houwang Zhang, Yuan Zhu, Hanying Zheng

In this paper, a novel algorithm called a non-local adaptive mean filter (NAMF) for removing salt-and-pepper (SAP) noise from corrupted images is presented. We employ an efficient…

cs.CY2019

Investigating the completeness and omission roads of OpenStreetMap data in Hubei, China by comparing with Street Map and Street View

Qi Zhou, Hao Lin

OpenStreetMap (OSM) is a free map of the world which can be edited by global volunteers. Existing studies have showed that completeness of OSM road data in some developing countrie…

math.NA2019★ 3 cited

Adaptive RBF Interpolation for Estimating Missing Values in Geographical Data

Kaifeng Gao, Gang Mei, Salvatore Cuomo +2

The quality of datasets is a critical issue in big data mining. More interesting things could be mined from datasets with higher quality. The existence of missing values in geograp…

cs.CV2019★ 490 cited

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation

Yuxing Xie, Jiaojiao Tian, Xiao Xiang Zhu

3D Point Cloud Semantic Segmentation (PCSS) is attracting increasing interest, due to its applicability in remote sensing, computer vision and robotics, and due to the new possibil…

cs.LG2019★ 3 cited

A Frobenius norm regularization method for convolutional kernels to avoid unstable gradient problem

Pei-Chang Guo

Convolutional neural network is a very important model of deep learning. It can help avoid the exploding/vanishing gradient problem and improve the generalizability of a neural net…

quant-ph2019★ 8 cited

Nonlocal Quantum Erasure of Phase Objects

Lu Gao, Yingwen Zhang, Eliahu Cohen +2

The Franson interference is a fourth order interference effect, which unlike the better known Hong-Ou-Mandel interference, does not require the entangled photon pairs to be present…

physics.geo-ph2019★ 18 cited

JULOC: A Local 3-D Refined Crust Model for the Geoneutrino Measurement at JUNO

Ruohan Gao, Zhiwei Li, Ran Han +7

Geothermal energy is the key to drive the plate tectonics and interior thermodynamics of the Earth. The surface heat flux, as measured in boreholes, provide limited insights into t…