Scale Equivariance Improves Siamese Tracking 代码网址:github.com/isosnovik/Si 图 基本跟踪算法的不带有尺度策略(上图)与尺度等价的版本(下图)。 带有尺度策略的跟踪算法包含一个内部的尺度概念,从而使得相似的 物体在尺度上有明显的差别。 论文主要贡献: 1)提出了关于尺度等价的孪生网络跟踪算法的理论;同时提出...
Convolutional neural network (CNN) has achieved good performance in object classification due to its inherent translation equivariance, but its ability of scale equivariance is poor. A Scale-Aware Network (SA Net) with scale equivariance is proposed, which can estimate scale, that is, the size of...
locationandscaleequivariance网络位置尺度同变性 网络释义 1. 位置尺度同变性 统计专业英语词汇 ... Loading, 载荷 Locationandscaleequivariance, 位置尺度同变性 Locationequivariance, 位置同变性 ... www.cztj.gov.cn|基于13个网页© 2025 Microsoft 隐私声明和 Cookie 法律声明 广告 帮助 反馈...
1) Location and scale equivariance 位置尺度同变性2) location-scale equivariant 位置尺度同变 1. Under the asymmetric loss,the best location equivariant and best location-scale equivariant predictors are given for solving the practical economic problem. 在非对称Linex损失下,对具体的经济问题,给出了...
In this paper, we focus on scaling and we aim to equip the Siamese network with additional built-in scale equivariance to capture the natural variations of the target a priori. We develop the theory for scale-equivariant Siamese trackers, and provide a simple recipe for how to make a wide ...
Scale Equivariance Improves Siamese Trackingdoi:10.1109/WACV48630.2021.00281Ivan SosnovikArtem MoskalevArnold SmeuldersIEEEWorkshop on Applications of Computer Vision
We introduce deep scale-spaces (DSS), a generalization of convolutional neural networks, exploiting the scale symmetry structure of conventional image recognition tasks. Put plainly, the class of an image is invariant to the scale at which it is viewed. We construct scale equivariant cross-...