BSDP: Brain-inspired Streaming Dual-level Perturbations for Online Open World Object Detection

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Yu Chen, Liyan Ma, Liping Jing, Jian Yu

Published: 01 Jan 2024, Last Modified: 06 Feb 2025Pattern Recognit. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Designs an online open world object detection baseline.•Takes advantage of prototypes and statistics of old knowledge.•Proposes dual-level perturbations for capturing new and old knowledge.•Excellent results prove the promising performance of our method and learning manner.