Tracking


      Tracking是计算机视觉非常活跃的研究领域,每年在CVPRICCVECCVPAMI等国际会议和期刊上都有大量相关的文章发表。它的分类有很多,根据追踪目标数量的不同,可分为单目标追踪和多目标追踪,根据是否在线更新模板可分为离线追踪和在线追踪。早期的研究多关注于离线追踪,代表性方法有Kalman滤波和粒子滤波,甚至meanshift在大行其道时也曾登上PAMI的大堂。不过由于近年来tracking发展很快,这些方法都已经濒临淘汰,对他们的总结见下面列出的Tutorials-Advances inVisual Tracking,由于精力有限,本文只关注在线单目标追踪方法。多目标追踪见ReferenceGuide: Multiple Object TrackingMulti-Object TrackingMulti_Object TrackingFramework,他们总结的很好,我就不班门弄斧了。
上次在 优快云发布的只是单纯的连接,并不能节省大家宝贵的时间,这次相比来说就要全面的多。提醒大家一句CDSN上基本都是初学者的总结,断章取义、望文生义等屡见不鲜,还是自己真读过才会领会作者的真实意图。
先来几篇我认为比较写好的吧:
视频讲座
VALSE 曾做过几期有关 tracking 的讲座,包括专题 tracking ,张开华老师的 FCT 贾奎ROML ,视频下载链接 http://vision.ouc.edu.cn/valse/
Techtalks 上录制的CVPR tracking 相关的视频:
其他的我相信搞计算机的应该有相应的搜索能力了。
值得看的中文博客
          首推 Correlation Filter in Visual Tracking ,它给出了算法的直觉,逻辑推理的过程值得深究。
        目标跟踪学习系列 13 篇,基本总结了 online-tracker 所有要看的东西。
各大牛人的主页
一定要经常看,不时就会有新的东西:
帖子长度有限制,不过这难不倒技术宅,我把文档的pdf版本放在了 github上,也欢迎大家补充相关资料。
### PP Tracking Technology Implementation and Issues In the context of project management or operational efficiency within organizations, PP (Purchase Process) tracking plays an essential role in ensuring transparency and accountability. Implementing effective PP tracking technology involves several key components. #### Customizable Issue-Tracking Solutions For implementing robust PP tracking systems, solutions like JTrac offer comprehensive features including customizable workflows tailored to specific business needs[^2]. This allows companies to adapt their purchase processes with precision while maintaining control over various stages from requisition initiation through final approval and payment processing. #### Data Privacy Considerations When deploying any form of digital tracking system, especially one handling sensitive financial transactions such as those involved in purchasing activities, prioritizing data privacy becomes paramount. Continuous monitoring alongside regular software updates ensures that all personal information remains secure against potential threats [^1]. #### Addressing Financial Risks Through Improved Accounting Practices Many enterprises face challenges due to insufficient expertise in managing accounts properly without dedicated staff members skilled at leveraging advanced accounting tools effectively. By enhancing internal capabilities around these areas, businesses can mitigate risks associated with uncontrolled costs which might otherwise arise during procurement operations [^3]. ```python # Example Python code snippet demonstrating basic logging functionality for tracking purposes. import logging logging.basicConfig(filename='purchase_process.log', level=logging.INFO) def log_purchase_event(event_description): """Logs events related to the purchase process.""" logging.info(f'Event occurred: {event_description}') log_purchase_event('New order placed') ``` --related questions-- 1. What are some best practices for securing data when implementing PP tracking technologies? 2. How does customization affect user adoption rates among employees using new PP tracking platforms? 3. Can improved accounting skills help reduce errors commonly found in manual PP documentation methods? 4. Are there open-source alternatives available similar to JTrac for small businesses looking into PP tracking implementations?
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