Search Results for author: Zhuang Miao

Found 6 papers, 1 papers with code

Feature Chirality in Deep Learning Models

no code implementations6 May 2023 Shipeng Ji, Yang Li, Ruizhi Fu, Jiabao Wang, Zhuang Miao

As deep learning applications extensively increase by leaps and bounds, their interpretability has become increasingly prominent.

Bridge the Gap between Supervised and Unsupervised Learning for Fine-Grained Classification

no code implementations1 Mar 2022 Jiabao Wang, Yang Li, Xiu-Shen Wei, Hang Li, Zhuang Miao, Rui Zhang

Unsupervised learning technology has caught up with or even surpassed supervised learning technology in general object classification (GOC) and person re-identification (re-ID).

Clustering Contrastive Learning +3

Real-time 3D human action recognition based on Hyperpoint sequence

1 code implementation16 Nov 2021 Xing Li, Qian Huang, Zhijian Wang, Zhenjie Hou, Tianjin Yang, Zhuang Miao

Instead of capturing spatio-temporal local structures, SequentialPointNet encodes the temporal evolution of static appearances to recognize human actions.

3D Action Recognition

A heterogeneous branch and multi-level classification network for person re-identification

no code implementations2 Jun 2020 Jiabao Wang, Yang Li, Yangshuo Zhang, Zhuang Miao, Rui Zhang

A new heterogeneous branch, SE-Res-Branch, is proposed based on the SE-Res module, which consists of the Squeeze-and-Excitation block and the residual block.

Attribute Classification +2

Grafted network for person re-identification

no code implementations2 Jun 2020 Jiabao Wang, Yang Li, Shanshan Jiao, Zhuang Miao, Rui Zhang

In order to relieve this problem, we propose a novel grafted network (GraftedNet), which is designed by grafting a high-accuracy rootstock and a light-weighted scion.

Person Re-Identification

Ensemble Feature for Person Re-Identification

no code implementations17 Jan 2019 Jiabao Wang, Yang Li, Zhuang Miao

However, deep feature extracted by a single CNN network is not robust enough in testing stage.

Person Re-Identification

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