DRL-GAN: Dual-Stream Representation Learning GAN for Low-Resolution Image Classification in UAV Applications

Keyphrases

• Generative Adversarial Networks 100%
• Dual-stream 100%
• Low-resolution Image Classification 100%
• Representation Learning 100%
• UAV Application 100%
• Challenging Tasks 40%
• High-frequency Component 40%
• Image Representation 40%
• Image Quality 20%
• Low Contrast 20%
• Performance Improvement 20%
• Inconsistency 20%
• Classification Performance 20%
• Limited Information 20%
• UAV 20%
• Vehicle-based 20%
• High-resolution Image 20%
• Remote Sensing Image 20%
• Enhanced Image 20%
• Low-frequency Component 20%
• Consistency Problem 20%
• CIFAR-10 20%
• Tiny Objects 20%
• Frequency Inconsistency 20%

Computer Science

• Image Classification 100%
• Generative Adversarial Networks 100%
• Representation Learning 100%
• Low Resolution Image 100%
• Frequency Component 60%
• Image Representation 40%
• Experimental Result 20%
• Image Quality 20%
• Enhanced Image 20%
• Performance Improvement 20%
• Classification Performance 20%
• Unmanned Aerial Vehicle 20%
• Resolution Image 20%
• Remote Sensing Image 20%
• Information Loss 20%
• Missing Information 20%

Earth and Planetary Sciences

• Image Classification 100%
• Pilotless Aircraft 25%
• Remote Sensing 25%