iffDetector: Inference-Aware Feature Filtering for Object Detection
iffDetector: Inference-Aware Feature Filtering for Object Detection
Modern convolutional neural network (CNN)-based object detectors focus on feature configuration during training but often ignore feature optimization during inference. In this article, we propose a new feature optimization approach to enhance features and suppress background noise in both the training and inference stages. We introduce a generic inference-aware feature …