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How AI image detection evolved beyond six-finger tell-tales

Not long ago, spotting an AI-generated image felt almost easy. The internet circulated a familiar checklist: count the fingers, look ...
Scientific Research Publishing

Cybersecurity and Forensic Audio Analysis: Deepfake Detection Based on Mfcc, Audio-Text Disconsistency, and Prosodic Features ()

1 Department of Computer and Instructional Technologies Education, Gazi Faculty of Education, Gazi University, Ankara, Türkiye. 2 Department of Forensic Informatics, Institute of Informatics, Gazi ...
IEEE

Bowstern R-CNN: A Bow-Orientation-Sensitive Ship Object Detector Using Keypoints

In the task of ship detection, convolutional neural networks (CNNs) based on deep learning have achieved remarkable progress. However, two-stage object detectors often overlook critical distinctions ...
IEEE

Comparative Analysis of Object Detection Algorithms for Bolt Detection: Performance Evaluation of Faster R-CNN, SSD, RetinaNet and YOLOv8n

With the development of Industry 4.0, there is increasing emphasis on automating assembly tasks traditionally performed manually by skilled workers [1]. These tasks often involve fasteners, such as ...
IEEE

Refined Faster R-CNN for Enhanced Object Detection in 360-Degree Camera Systems

Abstract: Object detection in 360-degree camera systems presents unique challenges due to extreme resolutions, distortions, occlusions, and scale variation. This paper proposes Refined Faster R-CNN ...
IEEE

A Patch-Based CNN Approach for Object Detection Using RGB and NIR Image Fusion

Abstract: This study explores the fusion of RGB and NearInfrared (NIR) images for object detection. Three fusion techniques, such as RedSwap, Heatmap, and the proposed NIRR Difference, were evaluated ...
IEEE

Hybrid CNN-Transformer and YOLOv8-Based Robust Real-Time Object Detection for Autonomous Vehicles

Abstract: Real-time and robust object detection is a critical component of autonomous vehicle perception systems, directly impacting operational safety and decision making. This paper proposes a ...
News Medical

CNN-based system improves lung nodule detection and classification

Lung cancer remains the leading cause of cancer-related mortality worldwide. Early detection of pulmonary nodules is crucial for timely diagnosis and effective treatment. Conventional computer-aided ...
IEEE

Edge Computing with CNN-RNN Hybrids for Autonomous Vehicle Object Detection and Tracking

Abstract: This paper introduces a CNN-RNN hybrid architecture of edge-optimized system to detect and track real-time objects in self-driving cars. The architecture combines convolutional neural ...
IEEE

CNN-Based Maturity Classification of Coconuts Using YOLO Object Detection

Abstract: This study addressed the modernization of traditional coconut maturity assessment methods by developing an Android-based mobile application integrated with a machine learning model. The ...