Search Results - "Xuelin Qian"

Multi-scale Deep Learning Architectures for Person Re-identification by Xuelin Qian, Yanwei Fu, Yu-Gang Jiang, Tao Xiang, Xiangyang Xue

“…Person Re-identification (re-id) aims to match people across non-overlapping camera views in a public space. It is a challenging problem because many people…”
Get full text

Leader-Based Multi-Scale Attention Deep Architecture for Person Re-Identification by Qian, Xuelin, Fu, Yanwei, Xiang, Tao, Jiang, Yu-Gang, Xue, Xiangyang

“…Person re-identification (re-id) aims to match people across non-overlapping camera views in a public space. This is a challenging problem because the people…”
Get full text

Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification by Wang, Qizao, Qian, Xuelin, Li, Bin, Xue, Xiangyang, Fu, Yanwei

“…Cloth-changing person Re-IDentification (Re-ID) is a particularly challenging task, suffering from two limitations of inferior discriminative features and…”
Get full text

Dynamic Routing and Knowledge Re-Learning for Data-Free Black-Box Attack by Qian, Xuelin, Wang, Wenxuan, Jiang, Yu-Gang, Xue, Xiangyang, Fu, Yanwei

“…Deep learning models have emerged as strong and efficient tools that can be applied to a broad spectrum of complex learning problems and many real-world…”
Get full text

Advances and perspectives on the life-cycle impact assessment of personal protective equipment in the post-COVID-19 pandemic by Zeng, Fangang, Liu, Di, Xiao, Can, Li, Kuntai, Qian, Xuelin, He, Yingru, Giesy, John P., Mu, Yunsong, Wang, Mengxiao

“…The coronavirus disease 2019 (COVID-19) pandemic initiated an unprecedented surge in production and consumption of personal protective equipment (PPE). There…”
Get full text

DST: Dynamic Substitute Training for Data-free Black-box Attack by Wang, Wenxuan, Qian, Xuelin, Fu, Yanwei, Xue, Xiangyang

“…With the wide applications of deep neural network models in various computer vision tasks, more and more works study the model vulnerability to adversarial…”
Get full text

M ^3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening From CT Imaging by Qian, Xuelin, Fu, Huazhu, Shi, Weiya, Chen, Tao, Fu, Yanwei, Shan, Fei, Xue, Xiangyang

“…To counter the outbreak of COVID-19, the accurate diagnosis of suspected cases plays a crucial role in timely quarantine, medical treatment, and preventing the…”
Get full text

M 3 Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening From CT Imaging by Qian, Xuelin, Fu, Huazhu, Shi, Weiya, Chen, Tao, Fu, Yanwei, Shan, Fei, Xue, Xiangyang

“…To counter the outbreak of COVID-19, the accurate diagnosis of suspected cases plays a crucial role in timely quarantine, medical treatment, and preventing the…”
Get full text

M[Formula Omitted]Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening From CT Imaging by Qian, Xuelin, Fu, Huazhu, Shi, Weiya, Chen, Tao, Fu, Yanwei, Shan, Fei, Xue, Xiangyang

“…To counter the outbreak of COVID-19, the accurate diagnosis of suspected cases plays a crucial role in timely quarantine, medical treatment, and preventing the…”
Get full text

ImpDet: Exploring Implicit Fields for 3D Object Detection by Qian, Xuelin, Wang, Li, Zhu, Yi, Zhang, Li, Fu, Yanwei, Xue, Xiangyang

“…Conventional 3D object detection approaches concentrate on bounding boxes representation learning with several parameters, i.e., localization, dimension, and…”
Get full text

Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction by Li, Xiang, Qian, Xuelin, Liang, Litian, Kong, Lingjie, Dong, Qiaole, Chen, Jiejun, Liu, Dingxia, Yao, Xiuzhong, Fu, Yanwei

“…Previous efforts in vision community are mostly made on learning good representations from visual patterns. Beyond this, this paper emphasizes the high-level…”
Get full text

When Person Re-identification Meets Changing Clothes by Wan, Fangbin, Wu, Yang, Qian, Xuelin, Chen, Yixiong, Fu, Yanwei

“…Person re-identification (ReID) is now an active research topic for AI-based video surveillance applications such as specific person search, but the practical…”
Get full text

FM2u-Net: Face Morphological Multi-Branch Network for Makeup-Invariant Face Verification by Wang, Wenxuan, Fu, Yanwei, Qian, Xuelin, Jiang, Yu-Gang, Tian, Qi, Xue, Xiangyang

“…It is challenging in learning a makeup-invariant face verification model, due to (1) insufficient makeup/non-makeup face training pairs, (2) the lack of…”
Get full text

Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification by Wang, Qizao, Qian, Xuelin, Li, Bin, Xue, Xiangyang, Fu, Yanwei

“…Cloth-changing person Re-IDentification (Re-ID) is a particularly challenging task, suffering from two limitations of inferior discriminative features and…”
Get full text

Distribution Aligned Semantics Adaption for Lifelong Person Re-Identification by Wang, Qizao, Qian, Xuelin, Li, Bin, Xue, Xiangyang

“…In real-world scenarios, person Re-IDentification (Re-ID) systems need to be adaptable to changes in space and time. Therefore, the adaptation of Re-ID models…”
Get full text

Hyper-Transformer for Amodal Completion by Gao, Jianxiong, Qian, Xuelin, Liang, Longfei, Han, Junwei, Fu, Yanwei

“…Amodal object completion is a complex task that involves predicting the invisible parts of an object based on visible segments and background information…”
Get full text

Auto-selected Knowledge Adapters for Lifelong Person Re-identification by Qian, Xuelin, Wu, Ruiqi, Cheng, Gong, Han, Junwei

“…Lifelong Person Re-Identification (LReID) extends traditional ReID by requiring systems to continually learn from non-overlapping datasets across different…”
Get full text

Image-Text-Image Knowledge Transferring for Lifelong Person Re-Identification with Hybrid Clothing States by Wang, Qizao, Qian, Xuelin, Li, Bin, Fu, Yanwei, Xue, Xiangyang

“…With the continuous expansion of intelligent surveillance networks, lifelong person re-identification (LReID) has received widespread attention, pursuing the…”
Get full text

fMRI-PTE: A Large-scale fMRI Pretrained Transformer Encoder for Multi-Subject Brain Activity Decoding by Qian, Xuelin, Wang, Yun, Huo, Jingyang, Feng, Jianfeng, Fu, Yanwei

“…The exploration of brain activity and its decoding from fMRI data has been a longstanding pursuit, driven by its potential applications in brain-computer…”
Get full text

Rethinking Person Re-identification from a Projection-on-Prototypes Perspective by Wang, Qizao, Qian, Xuelin, Li, Bin, Fu, Yanwei, Xue, Xiangyang

“…Person Re-IDentification (Re-ID) as a retrieval task, has achieved tremendous development over the past decade. Existing state-of-the-art methods follow an…”
Get full text