Junming Chen

Progressive degradation-aware distillation for robust indoor object detection

Indoor object detection in real-world deployments often suffers from severe performance degradation due to complex structural corruptions such as motion blur, sensor noise, and compression artifacts, which are exacerbated by low-resolution capture in resource-constrained settings...