Person re-identification using deep learning networks: A systematic review
A Yadav, DK Vishwakarma - arXiv preprint arXiv:2012.13318, 2020 - arxiv.org
Person re-identification has received a lot of attention from the research community in recent
times. Due to its vital role in security based applications, person re-identification lies at the …
times. Due to its vital role in security based applications, person re-identification lies at the …
Deep learning algorithms for person re-identification: sate-of-the-art and research challenges
A Yadav, DK Vishwakarma - Multimedia Tools and Applications, 2024 - Springer
Person re-identification has received a lot of attention from the research community in recent
times. Due to its vital role in security based applications, person re-identification lies at the …
times. Due to its vital role in security based applications, person re-identification lies at the …
State-of-the-arts person re-identification using deep learning
S Jaiswal, DK Vishwakarma - 2019 6th International …, 2019 - ieeexplore.ieee.org
Person Re-Identification has become prominent because of various reasons majorly due to
its high-performance methods based on deep-learning. It is the process of person …
its high-performance methods based on deep-learning. It is the process of person …
Deep learning for person re-identification: A survey and outlook
Person re-identification (Re-ID) aims at retrieving a person of interest across multiple non-
overlapping cameras. With the advancement of deep neural networks and increasing …
overlapping cameras. With the advancement of deep neural networks and increasing …
Deep learning-based person re-identification methods: A survey and outlook of recent works
In recent years, with the increasing demand for public safety and the rapid development of
intelligent surveillance networks, person re-identification (Re-ID) has become one of the hot …
intelligent surveillance networks, person re-identification (Re-ID) has become one of the hot …
Person re-identification with hierarchical deep learning feature and efficient xqda metric
M Zeng, C Tian, Z Wu - Proceedings of the 26th ACM international …, 2018 - dl.acm.org
Feature learning and metric learning are two important components in person re-
identification (re-id). In this paper, we utilize both aspects to refresh the current State-Of-The …
identification (re-id). In this paper, we utilize both aspects to refresh the current State-Of-The …
Survey on deep learning techniques for person re-identification task
Intelligent video-surveillance is currently an active research field in computer vision and
machine learning techniques. It provides useful tools for surveillance operators and forensic …
machine learning techniques. It provides useful tools for surveillance operators and forensic …
Master and rookie networks for person re-identification
Recognizing different visual signatures of people across non-overlapping cameras is still an
open problem of great interest for the computer vision community, especially due to its …
open problem of great interest for the computer vision community, especially due to its …
Deep transfer learning for person re-identification
Person re-identification (Re-ID) poses a unique challenge to deep learning: how to learn a
deep model with millions of parameters on a small training set of few or no labels. In this …
deep model with millions of parameters on a small training set of few or no labels. In this …
Person re-identification: Past, present and future
Person re-identification (re-ID) has become increasingly popular in the community due to its
application and research significance. It aims at spotting a person of interest in other …
application and research significance. It aims at spotting a person of interest in other …