引入注意力机制的JDE多目标跟踪方法OA北大核心CSTPCD

JDE Multi-Object Tracking Method with Attention Mechanism

Found

多目标跟踪是计算机视觉领域的一个重要研究内容.JDE(joint detection and embedding)多目标跟踪算法推理速度和精度较高,但是当目标重叠或尺度较小时,该算法的跟踪效果较差.针对以上问题,提出了Attention-JDE,该模型结合了注意力机制、多尺度融合等思想,利用特征金字塔(feature pyramid)和空间金字塔池化(spatial pyramid pooling)提升模型对于小尺度目标的检测和跟踪能力,结合空间…More>>

Filter晏康;曾凤彩;何宁;贺宇哲;张人

NAPSTIC北京联合大学智慧城市学院,北京 100101北京联合大学智慧城市学院,北京 100101北京联合大学智慧城市学院,北京 100101北京联合大学北京市信息服务工程重点实验室,北京 100101北京联合大学北京市信息服务工程重点实验室,北京 100101

20 per page信息技术与安全科学

Authors：多目标跟踪注意力机制多尺度融合特征增强JDE算法

10 per page《计算机工程与应用》 2022 (21)

China S&T Journals_Search page基于稀疏正则化方法的盲图像复原关键技术研究

China S&T Journals provides a major communication platform for high-level OAPeriodical in our country, and builds a high-end academic exchange community for high-quality scientific research groups through real-name verification and other methods. The Periodical editorial department can submit the pre-release through the Periodical pre-release portal, and quickly publish it after approval. Join "China S&T Journals" to obtain relevant periodical citation indicators and promote the statistical analysis of periodical quantitative analysis of technology. With the positioning of "public welfare inclusiveness, open sharing, and authoritative high-quality products", and through the open integration of domestic science and technology periodicals, it brings together more than 1,000 academic periodicals in China. Relying on the resources of the Institute of Scientific and Technical Information of China, it has realized the full integration of paper citations, multi-angle display of statistical analysis, and provided instant one-stop access services for scientific and technological personnel, comprehensively promoting the dissemination and utilization of scientific and technological papers in our country.189-196,8

30 items are displayed on each page国家自然科学基金(61872042,61572077)北京市教委科技重点项目(KZ201911417048)北京联合大学人才强校优选计划(BPHR2020AZ01,BPHR2020EZ01)国家重点研发计划(2018AAA0100804)北京联合大学科研项目(ZK50202001).

Years10.3778/j.issn.1002-8331.2104-0049