Can I read Enhancing Object Detection via Image Restoration on EtoBox?
Enhancing Object Detection via Image Restoration by Nirmal is a document available to read on EtoBox.
What is Enhancing Object Detection via Image Restoration about?
The document discusses a novel approach to improve object detection performance in adverse imaging conditions by integrating targeted adversarial attacks into image restoration processes. It highlights the limitations of existing restoration methods that fail to enhance detection accuracy and proposes an ADAM-like adversarial attack to generate pseudo ground truth for fine-tuning restoration models. Extensive experiments demonstrate the effectiveness of this method in enhancing both image quality and object
- Author
- Nirmal
- Language
- EN