Deep Seasonal Network for Remote Sensing Imagery Classification of Multi-Temporal Sentinel-2 Data

K Cheng, GJ Scott - Remote Sensing, 2023 - mdpi.com
As a medium-resolution multi-temporal data source, Sentinel-2 data has the potential to
match the performance of using very-high-resolution (VHR) images in deep learning …

A parallel and accurate method for large-scale image segmentation on a cloud environment

G Park, YS Heo, K Lee, HY Kwon - The Journal of Supercomputing, 2022 - Springer
In this paper, we present a parallel algorithm for SLIC on Apache Spark, which we call
PSLIC-on-Spark. To this purpose, we have extended the original SLIC algorithm to use the …

Differential morphological profile neural network for object detection in overhead imagery

GJ Scott, JA Hurt, A Yang, MA Islam… - … Joint Conference on …, 2020 - ieeexplore.ieee.org
Deep convolutional neural networks (DCNN) have been the dominant methodology in the
field of computer vision over the last decade, using various architectural organizations of …

Trade-off analysis between parallelism and accuracy of slic on apache spark

GM Park, YS Heo, HY Kwon - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
In this paper, we present a parallel algorithm for SLIC on Apache Spark, which we call
PSLIC-on-Spark. To this purpose, we have extended the original SLIC algorithm to use the …

Object detection based on SURF feature matching and Hough transform

S Lu, J Gu, L Wu, L Jiao - Seventh Asia Pacific Conference on …, 2022 - spiedigitallibrary.org
During the inspection process on the electric power underground pipe gallery, the intelligent
inspection robot has the problems of low positioning ac-curacy and poor real-time …

Deep Heterogeneous Superipxel Neural Networks for Image Analysis and Feature Extraction

ZA Yang - 2021 - search.proquest.com
Lately, deep convolutional neural networks are rapidly transforming and enhancing
computer vision accuracy and performance, and pursuing higher-level and interpretable …

[PDF][PDF] Covapixels

J Uhlmann - arXiv preprint arXiv:2010.09016, 2020 - arxiv.org
Covapixels Page 1 Covapixels Jeffrey Uhlmann∗ Dept. of Electrical Engineering and
Computer Science University of Missouri - Columbia Abstract We propose and discuss the …

Object detection based on SURF feature matching and Hough transform

L Wuc, L Jiaoa - Proc. of SPIE Vol - spiedigitallibrary.org
During the inspection process on the electric power underground pipe gallery, the intelligent
inspection robot has the problems of low positioning ac-curacy and poor real-time …