‘Skimming-Perusal’ Tracking: A Framework for Real-Time and Robust Long-term Tracking 2019-09-05 21:11:19 Paper: https://arxiv.org/pdf/1909.01840.pdf Code: https://github.com/iiau-tracker/SPLT Related works: Zhang, Yunhua, et al. "Learning regression…

A Hybrid Data Association Framework for Robust Online Multi-Object Tracking 一种用于鲁棒在线多目标跟踪的混合数据关联框架 摘要 全局优化算法在基于数据关联的多目标跟踪中表现出了令人印象深刻的性能,但处理在线数据仍然是一个难以克服的障碍.在本文中,我们提出了一个混合数据关联框架,其中包含最小成本的多商品网络流.强大的在线多目标跟踪.我们通过多个视频帧上的最佳数据关联的全局优化来构建本地特定于目标的模型.更具体地,在最低成本…

Change Tracking in Entity Framework: Here, you will learn how entity framework tracks changes on entities during its life time. Entity framework supports automatic change tracking of the loaded entities during the life time of the context. DbChangeTr…

Abstract:这篇论文有三个贡献,第一提出了新颖的简化的结构损失函数,能保持尽量多的训练样本,通过适应模型输出的不确定性来减少跟踪误差累积风险. 第二是增强了普通的SGD,采用了暂时的选择策略来进行CNN训练.第三,更新CNN模型时采用一种更lazy的方式来加快训练,只有当目标外观发生较大变化时才更         新网络. Introduction:在本文提出的算法中,用CNN自动学习特定目标的特征描述,以在线的方式更新CNN模型,CNN在各个可能的目标位置生成相应的分数,分数最高    …

参考文献: MOTChallenge 2015: Towards a Benchmark for Multi-Target TrackingLaura Leal-Taix ´e, Anton Milan, Ian Reid, Stefan Roth, and Konrad Schindler 1.DP_NMS:Network flow tracing where each node represents a detection and each edge represents a transit…

In this post we will be discussing about change tracking feature of Entity Framework Code First. Change tracking allows Entity framework to keep track of all the changes in entities' data. It might involve adding new entities to entities collection o…

EF产生的背景: 编写ADO.NET访问数据的代码,是沉闷而枯燥的,所以微软提供了一个对象关系映射框架(我们称之为EF),通过EF可以自动帮助我们的程序自动生成相关数据库. Writing and managing ADO.Net code for data access is a tedious and monotonous job. Microsoft has provided an O/RM framework called "Entity Framework" to autom…

from:http://msdn.microsoft.com/en-us/library/ms229335.aspx 我们平时在VS.net里引用的那些类库就是从这里来的 The .NET Framework class library is a library of classes, interfaces, and value types that provides access to system functionality and is designed to be the foundat…

1.什么是EntityFramework? http://www.entityframeworktutorial.net/what-is-entityframework.aspx Writing and managing ADO.Net code for data access is a tedious乏味 and monotonous单调 job. Microsoft has provided an O/RM[object relational mapping]对象关系映射 framework…

Entity Framework简介 Entity Framework是微软提供的一个O/RM(对象关系映射)框架.它基于ADO.NET,为开发人员提供了一种自动化的机制来访问和存储数据库中的数据. 微软官方对Entity Framework的定义: The Microsoft ADO.NET Entity Framework is an Object/Relational Mapping (ORM) framework that enables developers to work with…