530 citations · 1.9k across the 19 of their papers we have counts for
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cs.CV2026
Enhancing the quality of gauge images captured in smoke and haze scenes through deep learning
Oscar H. Ramírez-Agudelo, Akshay N. Shewatkar, Edoardo Milana +2
Images captured in hazy and smoky environments suffer from reduced visibility, posing a challenge when monitoring infrastructures and hindering emergency services during critical s…
cs.CV2026★ 4 cited
The Role of Noisy Data in Improving CNN Robustness for Image Classification
Oscar H. Ramírez-Agudelo, Nicoleta Gorea, Aliza Reif +2
Data quality plays a central role in the performance and robustness of convolutional neural networks (CNNs) for image classification. While high-quality data is often preferred for…