SPARK: Spatial-aware online incremental attack against visual tracking

• Main Authors: GUO, Qing, XIE, Xiaofei, JUEFEI-XU, Felix, MA, Lei, LI, Zhongguo, XUE, Wanli, FENG, Wei, LIU, Yang
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Online incremental attack; Visual object tracking; Adversarial attack; OS and Networks; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7089; https://ink.library.smu.edu.sg/context/sis_research/article/8092/viewcontent/504488_1_En_Print.indd.pdf
• Institution: Singapore Management University

Adversarial attacks of deep neural networks have been intensively studied on image, audio, and natural language classification tasks. Nevertheless, as a typical while important real-world application, the adversarial attacks of online video tracking that traces an object’s moving trajectory instead...