Feature extraction

CCA-YOLO: Channel and Coordinate Aware-based YOLO for Photovoltaic Cell Defect Detection in Electroluminescence Images
Solar energy is a renewable energy used for urban powergeneration, contributing to sustainable cities. In solar energy generation, it …
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LED-Net: A lightweight edge detection network
As a fundamental task in computer vision, edge detection is becoming increasingly vital in many fields. Recently, large-parameter …
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PFPS: Polymerized Feature Panoptic Segmentation Based on Fully Convolutional Networks
Panoptic segmentation requires the prediction of a pixel-level mask with a category label in an image. In recent years, panoptic …
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TCIA: A Transformer-CNN Model With Illumination Adaptation for Enhancing Cell Image Saliency and Contrast
Inconsistent illumination across imaging instruments poses significant challenges for accurate cell detection and analysis. …
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A Two-Phase Scheme by Integration of Deep and Corner Feature for Balanced Copy-Move Forgery Localization
In the era of Industry 4.0, the widespread application of digitization, automation, and Internet technology in industrial production …
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F3Net: Feature Filtering Fusing Network for Change Detection of Remote Sensing Images
Change detection of remote sensing images is an essential method for observing changes on the Earth's surface. Deep learning can …
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Image Manipulation Localization Using Dual-Shallow Feature Pyramid Fusion and Boundary Contextual Incoherence Enhancement
This paper proposes a novel end-to-end network for Image Manipulation Localization (IML) comprising three modules: feature fusion, …
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OFGST-Swin: Swin Transformer Utilizing Overlap Fusion-Based Generalized S-Transform for Respiratory Cycle Classification
Respiratory diseases pose a massive threat to human health; thus, early diagnosis and treatment are essential. Although electronic …
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Triple-Classification of Respiratory Sounds Using Optimized S-Transform and Deep Residual Networks
Digital respiratory sounds provide valuable information for telemedicine and smart diagnosis in an non-invasive way of pathological …
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Quaternion-Based Image Hashing for Adaptive Tampering Localization
Image-hashing-based tampering detection methods have been widely studied with continuous advancements. However, most of existing models …
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