VEHICLE OCCLUSION REMOVAL FROM SINGLE AERIAL IMAGES USING GENERATIVE ADVERSARIAL NETWORKS

VEHICLE OCCLUSION REMOVAL FROM SINGLE AERIAL IMAGES USING GENERATIVE ADVERSARIAL NETWORKS

Removing occluding objects such as vehicles from drivable areas allows precise extraction of road boundaries and related semantic objects such as lane-markings, which is crucial for several applications such as generating high-definition maps for autonomous driving. Conventionally, multiple images o...

Full description

Bibliographic Details
Main Authors:	M. Xiang, S. Azimi, R. Bahmanyar, U. Sörgel, P. Reinartz
Format:	Article
Language:	English
Published:	Copernicus Publications 2023-12-01
Series:	ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:	https://isprs-annals.copernicus.org/articles/X-1-W1-2023/629/2023/isprs-annals-X-1-W1-2023-629-2023.pdf

Similar Items

Multiple Pedestrians and Vehicles Tracking in Aerial Imagery Using a Convolutional Neural Network
by: Seyed Majid Azimi, et al.
Published: (2021-05-01)

Generative Adversarial Network for Overcoming Occlusion in Images: A Survey
by: Kaziwa Saleh, et al.
Published: (2023-03-01)

Single‐image snow removal algorithm based on generative adversarial networks
by: Zhijia Zhang, et al.
Published: (2023-10-01)

Rain Streak Removal for Single Images Using Conditional Generative Adversarial Networks
by: Prasad Hettiarachchi, et al.
Published: (2021-03-01)

Retracted: Generative Adversarial Networks for Unmanned Aerial Vehicle Object Detection with Fusion Technology
by: Journal of Advanced Transportation
Published: (2023-01-01)

Image generation technology for functional occlusal pits and fissures based on a conditional generative adversarial network.
by: Zhaodan Gu, et al.
Published: (2023-01-01)

Image generation technology for functional occlusal pits and fissures based on a conditional generative adversarial network
by: Zhaodan Gu, et al.
Published: (2023-01-01)

An unsupervised generative adversarial network for single image deraining
by: Zhiying Song, et al.
Published: (2021-11-01)

Multi-Scale and Occlusion Aware Network for Vehicle Detection and Segmentation on UAV Aerial Images
by: Wang Zhang, et al.
Published: (2020-05-01)

Fast and computationally efficient generative adversarial network algorithm for unmanned aerial vehicle–based network coverage optimization
by: Marek Ružička, et al.
Published: (2022-03-01)

Attentive generative adversarial network for removing thin cloud from a single remote sensing image
by: Hui Chen, et al.
Published: (2021-03-01)

A Generative Adversarial Network with Spatial Attention Mechanism for Building Structure Inference Based on Unmanned Aerial Vehicle Remote Sensing Images
by: Hao Chen, et al.
Published: (2023-09-01)

Enhanced Attentive Generative Adversarial Network for Single-Image Deraining
by: Guoqiang Chai, et al.
Published: (2021-01-01)

VEHICLE CLASSIFICATION IN URBAN REGIONS OF THE GLOBAL SOUTH FROM AERIAL IMAGERY
by: M. Mühlhaus, et al.
Published: (2023-12-01)

SAM-GAN: Supervised Learning-Based Aerial Image-to-Map Translation via Generative Adversarial Networks
by: Jian Xu, et al.
Published: (2023-04-01)

Robust Feature-Guided Generative Adversarial Network for Aerial Image Semantic Segmentation against Backdoor Attacks
by: Zhen Wang, et al.
Published: (2023-05-01)

Coverless Image Steganography Based on Generative Adversarial Network
by: Jiaohua Qin, et al.
Published: (2020-08-01)

UAV Aerial Image Generation of Crucial Components of High-Voltage Transmission Lines Based on Multi-Level Generative Adversarial Network
by: Jinyu Wang, et al.
Published: (2023-03-01)

Human Mesh Reconstruction with Generative Adversarial Networks from Single RGB Images
by: Rui Gao, et al.
Published: (2021-02-01)

Single Image Super-Resolution Method Based on an Improved Adversarial Generation Network
by: Qiang Wang, et al.
Published: (2022-06-01)

3D face reconstruction from single image with generative adversarial networks
by: Mehdi Malah, et al.
Published: (2023-01-01)

Image generations techniques using Generative adversarial networks
by: А. Ivanov, et al.
Published: (2023-05-01)

Text-to-image generation based on generative adversarial network
by: Guo, Xiangzuo
Published: (2023)

Cloud Removal with Fusion of High Resolution Optical and SAR Images Using Generative Adversarial Networks
by: Jianhao Gao, et al.
Published: (2020-01-01)

Generative Adversarial Networks in Retinal Image Classification
by: Francesco Mercaldo, et al.
Published: (2023-09-01)

Photoacoustic image synthesis with generative adversarial networks
by: Melanie Schellenberg, et al.
Published: (2022-12-01)

Generative adversarial network (GAN) for image synthesis
by: Hou, Boyu
Published: (2022)

Predicting OCT images of short-term response to anti-VEGF treatment for retinal vein occlusion using generative adversarial network
by: Fabao Xu, et al.
Published: (2022-10-01)

Super resolution of car plate images using generative adversarial networks
by: Tan, K. L., et al.
Published: (2019)

Attentive Generative Adversarial Network with Dual Encoder-Decoder for Shadow Removal
by: He Wang, et al.
Published: (2022-08-01)

Single-Pixel Infrared Hyperspectral Imaging via Physics-Guided Generative Adversarial Networks
by: Dong-Yin Wang, et al.
Published: (2024-02-01)

Adaptive Coarse-to-Fine Single Pixel Imaging With Generative Adversarial Network Based Reconstruction
by: Bing Hong Woo, et al.
Published: (2023-01-01)

SIDA-GAN: A lightweight Generative Adversarial Network for Single Image Depth Approximation
by: Anupama V, et al.
Published: (2022-12-01)

Color Face Image Generation with Improved Generative Adversarial Networks
by: Yeong-Hwa Chang, et al.
Published: (2024-03-01)

Joint conditional generative adversarial networks for eyelash artifact removal in ultra-wide-field fundus images
by: Jiong Zhang, et al.
Published: (2023-05-01)

Correction of Banding Errors in Satellite Images With Generative Adversarial Networks (GAN)
by: Zarate L. Paola, et al.
Published: (2023-01-01)

Exploring generative adversarial networks and adversarial training
by: Afia Sajeeda, et al.
Published: (2022-06-01)

Generative Adversarial Network for Generating Synthetic Infrared Image from Visible Image
by: Koray YILMAZ, et al.
Published: (2022-06-01)

Medical image data upscaling with generative adversarial networks
by: Dobrovolny, Michal, et al.
Published: (2020)

Review of Application of Generative Adversarial Networks in Image Restoration
by: GONG Ying, XU Wentao, ZHAO Ce, WANG Binjun
Published: (2024-03-01)