Shikha Bhardwaj

A Hybrid Technique for Robust Object Detection for Identification of Classifying Objects

An enhancement-assisted Faster R-CNN technique that integrates classical image restoration with deep learning to improve detection under degraded conditions and confirms that integrating image restoration with optimized detection strategies significantly improves robustness without architectural modifications.