Advances in fusion of optical imagery and LiDAR point cloud applied to photogrammetry and remote sensing

J Zhang, X Lin - International Journal of Image and Data Fusion, 2017 - Taylor & Francis
ABSTRACT Optical imagery and Light Detection And Ranging (LiDAR) point cloud are two
major data sources in the community of photogrammetry and remote sensing. Optical …

Building extraction from airborne laser scanning data: An analysis of the state of the art

I Tomljenovic, B Höfle, D Tiede, T Blaschke - Remote Sensing, 2015 - mdpi.com
This article provides an overview of building extraction approaches applied to Airborne
Laser Scanning (ALS) data by examining elements used in original publications, such as …

CMGFNet: A deep cross-modal gated fusion network for building extraction from very high-resolution remote sensing images

H Hosseinpour, F Samadzadegan, FD Javan - ISPRS journal of …, 2022 - Elsevier
The extraction of urban structures such as buildings from very high-resolution (VHR) remote
sensing imagery has improved dramatically, thanks to recent developments in deep …

Automatic building extraction from high-resolution aerial images and LiDAR data using gated residual refinement network

J Huang, X Zhang, Q Xin, Y Sun, P Zhang - ISPRS journal of …, 2019 - Elsevier
Automated extraction of buildings from remotely sensed data is important for a wide range of
applications but challenging due to difficulties in extracting semantic features from complex …

Building extraction at scale using convolutional neural network: Mapping of the united states

HL Yang, J Yuan, D Lunga… - IEEE Journal of …, 2018 - ieeexplore.ieee.org
Establishing up-to-date large scale building maps is essential to understand the urban
dynamics, such as estimating population, urban planning, and many other applications …

Automated detection of buildings from single VHR multispectral images using shadow information and graph cuts

AO Ok - ISPRS journal of photogrammetry and remote sensing, 2013 - Elsevier
In this study, we propose a novel methodology for automated detection of buildings from
single very-high-resolution (VHR) multispectral images. The methodology uses the principal …

多时相遥感影像变化检测方法综述.

眭海刚, 冯文卿, 李文卓, 孙开敏… - Geomatics & Information …, 2018 - search.ebscohost.com
遥感影像变化检测一直是国际遥感领域研究的热点和难点, 尽管各国学者对变化检测问题进行了
大量深入的研究, 但是目前尚未出现一种普适性强, 适用于所有情况的通用方法 …

Ground and building extraction from LiDAR data based on differential morphological profiles and locally fitted surfaces

D Mongus, N Lukač, B Žalik - ISPRS Journal of Photogrammetry and …, 2014 - Elsevier
This paper proposes a new framework for ground extraction and building detection in LiDAR
data. The proposed approach constructs the connectivity of a grid over the LiDAR point …

A hybrid image segmentation method for building extraction from high-resolution RGB images

MD Hossain, D Chen - ISPRS Journal of Photogrammetry and Remote …, 2022 - Elsevier
Buildings are the most striking artificial features, and extracting buildings becomes critical for
many service-providing agencies. Although improvements have been achieved, building …

Vehicular-motion-based DOA estimation with a limited amount of snapshots for automotive MIMO radar

S Yuan, F Fioranelli, AG Yarovoy - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The problem of high-resolution direction-of-arrival (DOA) estimation based on a limited
amount of snapshots in automotive multiple-input multiple-output (MIMO) radar has been …