Target detection and classification via EfficientDet and CNN over unmanned aerial vehicles

MO Yusuf, M Hanzla, N Al Mudawi, T Sadiq… - Frontiers in …, 2024 - frontiersin.org
Introduction Advanced traffic monitoring systems face significant challenges in vehicle
detection and classification. Conventional methods often require substantial computational …

Visual SLAM for Unmanned Aerial Vehicles: Localization and Perception

L Zhuang, X Zhong, L Xu, C Tian, W Yu - Sensors, 2024 - mdpi.com
Localization and perception play an important role as the basis of autonomous Unmanned
Aerial Vehicle (UAV) applications, providing the internal state of movements and the …

An improved inverted residual network model for underwater image enhancement

Y An, Y Feng, N Yuan, Z Ji, I Ganchev - IEEE Access, 2024 - ieeexplore.ieee.org
Underwater photography is challenged by optical distortions caused by water absorption
and scattering phenomena. These distortions manifest as color aberrations, image blurring …

[HTML][HTML] Comprehensive empirical evaluation of feature extractors in computer vision

I Murat - PeerJ Computer Science, 2024 - peerj.com
Feature detection and matching are fundamental components in computer vision,
underpinning a broad spectrum of applications. This study offers a comprehensive …

Research on the Registration of Aerial Images of Cyclobalanopsis Natural Forest Based on Optimized Fast Sample Consensus Point Matching with SIFT Features.

P Wu, H Liu, X Yi, L Mo, G Wang, S Ma - Forests (19994907), 2024 - search.ebscohost.com
The effective management and conservation of forest resources hinge on accurate
monitoring. Nonetheless, individual remote-sensing images captured by low-altitude …

Unsupervised underwater image enhancement with improved CycleGAN

Y An, W Zhang, Z Ji - Engineering Research Express, 2024 - iopscience.iop.org
Due to the complexity of underwater environments, acquiring high-quality paired underwater
images poses a significant challenge. Water's absorption and scattering of light often result …

Automatic Image Registration using SIFT and AKAZE: An application for Preservation of Cultural Heritage

L Sawkmie, S Samal… - 2023 OITS International …, 2023 - ieeexplore.ieee.org
Automatic image registration, which aligns several images acquired from different
viewpoints or timeframes, plays an important role in the analysis and preservation of cultural …

Image matching based hazardous material detection and warning system

FB Okur, C Eyüpoğlu - İstanbul Ticaret Üniversitesi Fen Bilimleri …, 2024 - dergipark.org.tr
Transportation of dangerous goods involves many critical situations that require safety and
special precautions. In accordance with the regulations, hazardous materials, which include …

Machine Learning-Based Low-Complexity Image Feature Descriptor for MPEG-CDVS Standard

YW Jiang, YR Chen, SH Lin… - 2023 IEEE 6th …, 2023 - ieeexplore.ieee.org
Compact descriptors for visual search (CDVS) is a completed standard from the ISO/IEC
moving pictures experts group (MPEG). CDVS has a low complexity and bitrate efficiency on …

Iris recognition based on local grey extremum values with CNN-based approaches

K Malinowski, K Saeed - Machine Graphics and Vision, 2023 - mgv.sggw.edu.pl
One of the most important steps in the operation of biometric systems based on iris
recognition of the human eye is pattern comparison. However, the comparison of the …