[HTML][HTML] SOD-YOLOv8—Enhancing YOLOv8 for Small Object Detection in Aerial Imagery and Traffic Scenes

B Khalili, AW Smyth - Sensors, 2024 - mdpi.com
Object detection, as a crucial aspect of computer vision, plays a vital role in traffic
management, emergency response, autonomous vehicles, and smart cities. Despite the …

Enhancing brain tumor detection in MRI images using YOLO-NeuroBoost model

A Chen, D Lin, Q Gao - Frontiers in Neurology, 2024 - frontiersin.org
Brain tumors are diseases characterized by abnormal cell growth within or around brain
tissues, including various types such as benign and malignant tumors. However, there is …

SOD-YOLOv8--Enhancing YOLOv8 for Small Object Detection in Traffic Scenes

B Khalili, AW Smyth - arXiv preprint arXiv:2408.04786, 2024 - arxiv.org
Object detection as part of computer vision can be crucial for traffic management, emergency
response, autonomous vehicles, and smart cities. Despite significant advances in object …

A novel brain tumor segmentation and classification model using deep neural network over MRI-flair images

R Rajendirane, T Ananth Kumar, SG Sandhya… - Multimedia Tools and …, 2024 - Springer
Brain tumors pose a significant health concern globally, with their detection and diagnosis
being crucial for timely intervention and treatment planning. These abnormal growths can …

Gradation regression prediction for engineering based on multiscale rockfill instance segmentation

H Fan, Z Tian, X Sun, H Liu, JJ Li, JZ Xiang… - Advanced Engineering …, 2025 - Elsevier
The gradation of rockfill material is crucial for the dam stability. The inefficiently of manual
screening poses a challenge to the rapid and accurate spatial grading detection in …

Real‐time fire and smoke detection with transfer learning based on cloud‐edge collaborative architecture

M Yang, S Qian, X Wu - IET Image Processing, 2024 - Wiley Online Library
Recent years have seen increased interest in object detection‐based applications for fire
detection in digital images and videos from edge devices. The environment's complexity and …

ALF-YOLO: Enhanced YOLOv8 based on multiscale attention feature fusion for ship detection

S Wang, Y Li, S Qiao - Ocean Engineering, 2024 - Elsevier
Ship detection plays a crucial role in ensuring maritime transportation and navigation safety.
However, accurately detecting multiscale ships remains a challenge due to the diversity of …

[HTML][HTML] Accessible AI Diagnostics and Lightweight Brain Tumor Detection on Medical Edge Devices

A Abdusalomov, S Mirzakhalilov, S Umirzakova… - Bioengineering, 2025 - mdpi.com
The timely and accurate detection of brain tumors is crucial for effective medical intervention,
especially in resource-constrained settings. This study proposes a lightweight and efficient …

Accurate Detection of Brain Tumor Lesions from Medical Images based on Improved YOLOv8 Algorithm

Q Yao, D Zhuang, Y Feng, Y Wang, J Liu - IEEE Access, 2024 - ieeexplore.ieee.org
Deep learning-based image processing methods for medical brain tumors are current
research hotspots in this field. However, a great deal of research has focused on how to …

PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI Slices

M Kang, FF Ting, RCW Phan, CM Ting - arXiv preprint arXiv:2410.21822, 2024 - arxiv.org
Brain tumor detection in multiplane Magnetic Resonance Imaging (MRI) slices is a
challenging task due to the various appearances and relationships in the structure of the …