Investigations of object detection in images/videos using various deep learning techniques and embedded platforms—A comprehensive review

CB Murthy, MF Hashmi, ND Bokde, ZW Geem - Applied sciences, 2020 - mdpi.com
In recent years there has been remarkable progress in one computer vision application
area: object detection. One of the most challenging and fundamental problems in object …

Ai-enabled efficient and safe food supply chain

I Kollia, J Stevenson, S Kollias - Electronics, 2021 - mdpi.com
This paper provides a review of an emerging field in the food processing sector, referring to
efficient and safe food supply chains,'from farm to fork', as enabled by Artificial Intelligence …

R-CNN-based ship detection from high resolution remote sensing imagery

S Zhang, R Wu, K Xu, J Wang, W Sun - Remote Sensing, 2019 - mdpi.com
Offshore and inland river ship detection has been studied on both synthetic aperture radar
(SAR) and optical remote sensing imagery. However, the classic ship detection methods …

Arbitrary-oriented vehicle detection in aerial imagery with single convolutional neural networks

T Tang, S Zhou, Z Deng, L Lei, H Zou - Remote Sensing, 2017 - mdpi.com
Vehicle detection with orientation estimation in aerial images has received widespread
interest as it is important for intelligent traffic management. This is a challenging task, not …

Design and implementation of deep learning based contactless authentication system using hand gestures

A Dayal, N Paluru, LR Cenkeramaddi, PK Yalavarthy - Electronics, 2021 - mdpi.com
Hand gestures based sign language digits have several contactless applications.
Applications include communication for impaired people, such as elderly and disabled …

Ship target detection algorithm based on improved faster R-CNN

L Qi, B Li, L Chen, W Wang, L Dong, X Jia, J Huang… - Electronics, 2019 - mdpi.com
Ship target detection has urgent needs and broad application prospects in military and
marine transportation. In order to improve the accuracy and efficiency of the ship target …

Compact and accurate scene text detector

M Jeon, YS Jeong - Applied Sciences, 2020 - mdpi.com
Scene text detection is the task of detecting word boxes in given images. The accuracy of
text detection has been greatly elevated using deep learning models, especially …

Traffic sign detection method based on improved SSD

S You, Q Bi, Y Ji, S Liu, Y Feng, F Wu - Information, 2020 - mdpi.com
Due to changes in illumination, adverse weather conditions, and interference from signs
similar to real traffic signs, the false detection of traffic signs is possible. Nevertheless, in …

[HTML][HTML] Image Synthesis Pipeline for CNN-Based Sensing Systems

V Frolov, B Faizov, V Shakhuro, V Sanzharov… - Sensors, 2022 - mdpi.com
The rapid development of machine learning technologies in recent years has led to the
emergence of CNN-based sensors or ML-enabled smart sensor systems, which are …

Mapping center pivot irrigation systems in the southern Amazon from Sentinel-2 images

J Tang, D Arvor, T Corpetti, P Tang - Water, 2021 - mdpi.com
Irrigation systems play an important role in agriculture. Center pivot irrigation systems are
popular in many countries as they are labor-saving and water consumption efficient …