Research on a surface defect detection algorithm based on MobileNet-SSD

Y Li, H Huang, Q Xie, L Yao, Q Chen - Applied Sciences, 2018 - mdpi.com
This paper aims to achieve real-time and accurate detection of surface defects by using a
deep learning method. For this purpose, the Single Shot MultiBox Detector (SSD) network …

Small object detection in optical remote sensing images via modified faster R-CNN

Y Ren, C Zhu, S Xiao - Applied Sciences, 2018 - mdpi.com
The PASCAL VOC Challenge performance has been significantly boosted by the prevalently
CNN-based pipelines like Faster R-CNN. However, directly applying the Faster R-CNN to …

Ship detection in optical satellite images via directional bounding boxes based on ship center and orientation prediction

J Ma, Z Zhou, B Wang, H Zong, F Wu - Remote Sensing, 2019 - mdpi.com
To accurately detect ships of arbitrary orientation in optical remote sensing images, we
propose a two-stage CNN-based ship-detection method based on the ship center and …

Ship detection under complex backgrounds based on accurate rotated anchor boxes from paired semantic segmentation

X Xiao, Z Zhou, B Wang, L Li, L Miao - Remote Sensing, 2019 - mdpi.com
It is still challenging to effectively detect ship objects in optical remote-sensing images with
complex backgrounds. Many current CNN-based one-stage and two-stage detection …

Multi-scale geospatial object detection based on shallow-deep feature extraction

D AL-Alimi, Y Shao, R Feng, MAA Al-qaness… - Remote Sensing, 2019 - mdpi.com
Multi-class detection in remote sensing images (RSIs) has garnered wide attention and
introduced several service applications in many fields, including civil and military fields …

Infrared and visible image object detection via focused feature enhancement and cascaded semantic extension

X Xiao, B Wang, L Miao, L Li, Z Zhou, J Ma, D Dong - Remote Sensing, 2021 - mdpi.com
Infrared and visible images (multi-sensor or multi-band images) have many complementary
features which can effectively boost the performance of object detection. Recently …

Visual semantic landmark-based robust mapping and localization for autonomous indoor parking

J Zhao, Y Huang, X He, S Zhang, C Ye, T Feng… - Sensors, 2019 - mdpi.com
Autonomous parking in an indoor parking lot without human intervention is one of the most
demanded and challenging tasks of autonomous driving systems. The key to this task is …

Pano-RSOD: A dataset and benchmark for panoramic road scene object detection

Y Li, G Tong, H Gao, Y Wang, L Zhang, H Chen - Electronics, 2019 - mdpi.com
Panoramic images have a wide range of applications in many fields with their ability to
perceive all-round information. Object detection based on panoramic images has certain …

[HTML][HTML] Two-Dimensional Ultra Light-Weight Infant Pose Estimation with Single Branch Network

VD Nguyen, T Nguyen-Quang, MD Nguyen, DH Phan… - Applied Sciences, 2024 - mdpi.com
Motivated by the increasing interest in clinical studies focused on infant movements and
poses, this research addresses the limited emphasis on speed and efficiency in existing 2D …