4.6 Article

Filling gaps of cartographic polylines by using an encoder-decoder model

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Environmental Sciences

Segmentation and sampling method for complex polyline generalization based on a generative adversarial network

Jiawei Du et al.

Summary: This paper discusses learning complex polyline generalization, proposing new methods for segmenting complex polylines and sampling images to meet requirements for effective learning. A use case utilizing the Pix2Pix model for learning complex polyline generalization is developed, and experiments show the superiority of the proposed method over traditional approaches.

GEOCARTO INTERNATIONAL (2022)

Article Computer Science, Information Systems

An integrated method for DEM simplification with terrain structural features and smooth morphology preserved

Wenhao Yu et al.

Summary: The simplification of a digital elevation model (DEM) aims to preserve the pattern features of the terrain surface while suppressing its details, usually achieved through statistical filtering and structural analysis. However, structural analysis may discard the smooth morphology of the terrain surface, while filters may over-smooth terrain structural edges. To address this, a combined approach of statistical filtering and structural analysis is proposed to retain both terrain structural edges and smooth morphology in the DEM surface. Experimental results show that this method effectively preserves terrain features for multi-scale DEM representations.

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2021)

Article Computer Science, Information Systems

Spatial interpolation using conditional generative adversarial neural networks

Di Zhu et al.

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2020)

Editorial Material Computer Science, Information Systems

GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond

Krzysztof Janowicz et al.

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2020)

Review Computer Science, Artificial Intelligence

Image Inpainting: A Review

Omar Elharrouss et al.

NEURAL PROCESSING LETTERS (2020)

Article Computer Science, Information Systems

Exploring the Potential of Deep Learning Segmentation for Mountain Roads Generalisation

Azelle Courtial et al.

ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2020)

Article Geochemistry & Geophysics

Inpainting of Remote Sensing SST Images With Deep Convolutional Generative Adversarial Network

Junyu Dong et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2019)

Article Computer Science, Information Systems

Automated placement of supplementary contour lines

Timofey Samsonov et al.

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2019)

Editorial Material Computer Science, Information Systems

Crowdsourced geospatial data quality: challenges and future directions

Anahid Basiri et al.

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2019)

Article Computer Science, Information Systems

A Filtering-Based Approach for Improving Crowdsourced GNSS Traces in a Data Update Context

Stefan S. Ivanovic et al.

ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2019)

Article Remote Sensing

Coastline extraction from SAR images using spatial fuzzy clustering and the active contour method

Mohammad Modava et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2017)

Article Computer Science, Information Systems

Enabling smart data selection based on data completeness measures: a quality-aware approach

Jung-Hong Hong et al.

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2017)

Article Computer Science, Information Systems

Authoritative and Volunteered Geographical Information in a Developing Country: A Comparative Case Study of Road Datasets in Nairobi, Kenya

Ron Mahabir et al.

ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2017)

Article Computer Science, Software Engineering

Globally and Locally Consistent Image Completion

Satoshi Iizuka et al.

ACM TRANSACTIONS ON GRAPHICS (2017)

Article Computer Science, Information Systems

Towards a Protocol for the Collection of VGI Vector Data

Peter Mooney et al.

ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2016)

Article Computer Science, Interdisciplinary Applications

Morphing polylines:: A step towards continuous generalization

Martin Noellenburg et al.

COMPUTERS ENVIRONMENT AND URBAN SYSTEMS (2008)

Article Archaeology

THE ASPRO: AN EXAMPLE OF MAPPING INTERFACE FOR THE CONSULTATION OF AN ARCHAEOLOGICAL BODY

Olivier Barge et al.

ARCHEOLOGIA E CALCOLATORI (2008)

Review Geochemistry & Geophysics

The shuttle radar topography mission

Tom G. Farr et al.

REVIEWS OF GEOPHYSICS (2007)