Object detection and trcacking based on convolutional neural networks for high-resolution optical remote sensing video

B Hou, J Li, X Zhang, S Wang… - IGARSS 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Object detection algorithms, from high-resolution optical remote sensing images, have been
booming from the last few years. However, object tracking for high-resolution optical remote …

Cross-frame keypoint-based and spatial motion information-guided networks for moving vehicle detection and tracking in satellite videos

J Feng, D Zeng, X Jia, X Zhang, J Li, Y Liang… - ISPRS Journal of …, 2021 - Elsevier
Deep learning methods have achieved the state-of-the-art performance of object detection
and tracking in natural images, such as keypoint-based detectors and appearance/motion …

A robust target recognition and tracking panoramic surveillance system based on deep learning

Q Fan, Y Xu - AOPC 2019: AI in Optics and Photonics, 2019 - spiedigitallibrary.org
A panoramic surveillance system is designed to achieve continuous monitoring of the
surrounding environment. The image acquisition module of the system is composed of five …

Visual object detection and tracking for Internet of Things devices based on spatial attention powered multidomain network

H Gao, L Yu, IA Khan, Y Wang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) has brought changes in many fields by joining physical space with
the cyber space. The IoT devices are becoming increasingly complex. With the rapid …

Multilayer feature extraction network for military ship detection from high-resolution optical remote sensing images

P Qin, Y Cai, J Liu, P Fan, M Sun - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
Rapid and accurate detection of maritime military targets is of great significance for
maintaining national defense security. Few studies have used high-resolution optical …

Finding a Needle in a Haystack: Tiny Flying Object Detection in 4K Videos using a Joint Detection-and-Tracking Approach

R Yoshihashi, R Kawakami, S You, TT Trinh… - arXiv preprint arXiv …, 2021 - arxiv.org
Detecting tiny objects in a high-resolution video is challenging because the visual
information is little and unreliable. Specifically, the challenge includes very low resolution of …

[HTML][HTML] Video object detection with a convolutional regression tracker

Y Lyu, MY Yang, G Vosselman, GS Xia - ISPRS journal of photogrammetry …, 2021 - Elsevier
Video object detection is a fundamental research task for scene understanding. Compared
with object detection in images, object detection in videos has been less researched due to …

An Integrated Detection and Multi-Object Tracking Pipeline for Satellite Video Analysis of Maritime and Aerial Objects

Z Su, G Wan, W Zhang, N Guo, Y Wu, J Liu, D Cong… - Remote Sensing, 2024 - mdpi.com
Optical remote sensing videos, as a new source of remote sensing data that has emerged in
recent years, have significant potential in remote sensing applications, especially national …

Automatic object tracking in optimized UAV video

AA Micheal, K Vani - The Journal of Supercomputing, 2019 - Springer
Target detection and tracking in unmanned aerial vehicle (UAV) surveillance enhance the
monitoring capacity. In surveillance, the collection of data for long duration necessitates data …

Small object detection and tracking from aerial imagery

M Aktaş, HF Ateş - 2021 6th International Conference on …, 2021 - ieeexplore.ieee.org
Object detection and tracking from airborne imagery draws attention to the parallel
development of UAV systems and computer vision technologies. Aerial imagery has its own …