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ShanghaiTech University Knowledge Management System
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Progressive self-supervised learning: A pre-training method for crowd counting
期刊论文
PATTERN RECOGNITION LETTERS, 2025, 卷号: 188, 页码: 148-154
作者:
Gu, Yao
;
Zheng, Zhe
;
Wu, Yingna
;
Xie, Guangping
;
Ni, Na
Adobe PDF(2000Kb)
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浏览/下载:122/2
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提交时间:2025/02/12
Adversarial machine learning
Contrastive Learning
Federated learning
Crowd counting
Dataset construction
Feature representation
Images classification
Learning methods
Learning process
Modeling performance
Pre-training
Supervised learning approaches
Training methods
Dynamic adjustment of hyperparameters for anchor-based detection of objects with large image size differences
期刊论文
PATTERN RECOGNITION LETTERS, 2023, 卷号: 167, 页码: 196-203
作者:
Deng, Ying
;
Hu, Xinliang
;
Teng, Da
;
Li, Bing
;
Zhang, Congxuan
Adobe PDF(739Kb)
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浏览/下载:253/0
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提交时间:2023/03/17
Image enhancement
Object detection
Adjustment of hyper-parameter
Anchor-based dynamic training
Detection of object with large image size difference
Dynamic adjustment
Dynamic labeling
Hyper-parameter
Labelings
Large images
Size difference
Small objects
Multi-scale self-attention-based feature enhancement for detection of targets with small image sizes
期刊论文
PATTERN RECOGNITION LETTERS, 2023, 卷号: 166, 页码: 46-52
作者:
Deng, Ying
;
Hu, Xingliang
;
Li, Bing
;
Zhang, Congxuan
;
Hu, Weiming
Adobe PDF(809Kb)
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浏览/下载:273/0
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提交时间:2023/03/10
Image enhancement
Back-bone network
Detection of target with small image size
Feature combination
Feature enhancement
Multi-layers
Multi-scale combination, self-attention
Multi-scale features
Multi-scales
Smallest image
Topdown
CSF: Close d-mask-guide d semantic fusion method for semantic perception of unknown scenes
期刊论文
PATTERN RECOGNITION LETTERS, 2022, 卷号: 161
作者:
Chen, Minghong
;
Shu, Ruijun
;
Zhu, Dongchen
;
Li, Jiamao
;
Zhang, Xiaolin
Adobe PDF(2089Kb)
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浏览/下载:238/0
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提交时间:2022/10/18
Semantic fusion
Information entropy
Mask completion
Semantic segmentation
A Less-constrained Sclera Recognition Method based on Stem-and-leaf Branches Network
期刊论文
PATTERN RECOGNITION LETTERS, 2021, 卷号: 145, 页码: 43-49
作者:
Zhu, Dongchen
;
Li, Jiamao
;
Li, Hang
;
Peng, Jingquan
;
Wang, Xianshun
Adobe PDF(1837Kb)
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浏览/下载:282/0
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提交时间:2021/12/03
Software engineering
Acquisition systems
Descriptors
Generalization ability
Learning
based segmentation
Local feature
Network learning
Recognition methods
State
of
the
art performance
Biometrics
Sclera recognition
Vessels segmentation
Recognition neural network
Feature aggregation
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