Person re-identification (ReID) aims at identifying a person of interest (POI) across multiple non-overlapping cameras. The POI can be either in an image or in a video sequence. Factors such as occlusion, variable viewpoint, misalignment, unrestrained poses, background clutter are the major ...
1. select an anchor sample 2. select another positive sample with the same person ID ; 3. select a negative sample with different person ID. 而这部分网络训练的目标是:使得同一个人的属性输出结果尽可能的一致,而不同 instance 之间的属性输出结果差距尽可能的大,作者称该 triplet loss 为:attribute ...
Zhou S , Ke M , Luo P . Multi-Camera Transfer GAN for Person Re-Identification[J]. Journal of Visual Communication and Image Representation, 2019, 59(FEB.):393-400. 这一篇是我们专业师兄的论文哈哈,向师兄学习,哈哈。 解决的问题是: 在一个数据集上训练的re-id模型无法在另一个数据集上工作。
deep attributes achieve promising performance and generalization ability on four person ReID datasets deep attributes release the previous dependencies on local features, thus make the person ReID system more robust and efficient 作者使用dCNN来预测human attributes,并用于person reID,这是original的。 主要思想...
git clone https : // github . com / samihormi / Multi - Camera - Person - Tracking - and - Re - Identification 创建项目环境 cd Multi - Camera - Person - Tracking - and - Re - Identification conda create (0)踩踩(0) 所需:9积分...
DeepAttributesDrivenMulti-cameraPersonRe-identificationChiSu1ShiliangZhang1BJunliangXingWenGao1andQiTian31PekingUniversityBeijingChinachisuslzhang.jdlwgao@pku.edu.cnChineseAcademyofSciencesBeijingChinajlxing@nlpr.ia.ac.cn3DepartmentofComputerScienceUnive
camera averaged signature of the entire body of the person that is useful for reidentification. The signature contains not only the color information, but also confidence measure in form of weights. A novel metric based on color and weight ...
解读一:Features for Multi-Target Multi-Camera Tracking and Re-identification AbstractMTMCT:从多个摄像头采集的视频中跟踪多个人。Re-id:从一系列图片中检索与一张被查询图片相似的图片。我们用CNN为MTMCT和Reid学习好的特征。贡献包括:①为训练设计的一个自适应权重的三重损失②一种新的艰难身份挖掘技术我们测验...
As a result, almost 150 bounding boxes delimit each person present in the region of interest.This dataset can be used for multiple computer vision tasks like pedestrian detection, classification and person reidentification etc. 展开 会议名称: International Conference on Intelligent Systems in Computing...
D. Moctezuma, C. Conde, I.M. De Diego, and E. Cabello. Soft-biometrics evaluation for people re-identification in uncontrolled multi-camera environments. EURASIP Journal on Image and Video Processing, 2015(1):1-20, 2015.D. Moctezuma, C. Conde, I. M. de Diego, E. Cabello, "Soft-...