#86
summarized by : Anonymous
Confidence Propagation Cluster: Unleash Full Potential of Object Detectors

どんな論文か?

a better alternative for NMS and soft-nms; replacing the NMS, soft-NMS with Confidence Propagation Cluster for object detectors to achieve better accuracy and fully parallelization

新規性

build graph models from the detected boxes, and conduct confidence message propagation (penalize redundant boxes and enhance true positives simultaneously) iteratively until convergence

結果

high accuracies observed on various detectors compared with nms and soft-nms, even for centernet (replacing max-pool with CP-cluster)

その他(なぜ通ったか?等)