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成果

成员开拓创新、锐意进取、勇于拼搏，在科学研究、人才培养、产学研结合等方面取得了有目共睹的成绩，在智能图像处理等方面已经取得了具有一定特色的标志性成果，先后承担省部级及国家级自然科学基金项目20余项，横向课题多项，还积极参与社会科学基金项目多项，先后以第一作者或通讯作者在国内外期刊及会议发表论文120余篇，其中SCI及EI检索百余篇，申请发明专利20余项，获得软件著作权50余项。

全部成果
论文
2025
J
[1]
Zuo Xutao(左绪涛), Peng Jinjia(彭锦佳,通讯), et al.
Adaptive intermediate modality learning for Visible-Infrared Person Re-Identification.
Information Fusion (2025). SCI 中科院1区
J
[2]
Peng Jinjia(彭锦佳), Li Mengkai(李梦凯), et al.
Omni Contextual Aggregation Networks for High-Fidelity Image Inpainting.
IEEE Transactions on Circuits and Systems for Video Technology(2025). SCI 中科院1区
C
[3]
Peng Jinjia(彭锦佳), Zhang Songyu(张淞瑜), et al.
CDE-Learning: Camera Deviation Elimination Learning for Unsupervised Person Re-identification.
The 39th Annual AAAI Conference on Artificial Intelligence, 2025. SCI CCF A
2024
C
[4]
Lu Zhengjie(鲁正杰), Peng Jinjia(彭锦佳,通讯), Wang Huibing, Shi Qingxuan, Wang Bin.
HSMnet: Hybrid Sampling and Matching Network for DETR-based Person Search.
MMAsia 2024: 49:1-49:7. SCI CCF C
J
[5]
Xiong Yanzhen(熊彦臻), Peng Jinjia(彭锦佳,通讯), Tao Zeze(陶泽泽), Wang Huibing.
Region-guided spatial feature aggregation network for vehicle re-identification.
Engineering Applications of Artificial Intelligence 139: 109568 (2025). SCI 中科院2区
J
[6]
Tao Zeze(陶泽泽), Lu Zhengjie(鲁正杰), Peng Jinjia(彭锦佳,通讯), Wang Huibing.
AGS: Transferable Adversarial Attack for Person Re-identification by Adaptive Gradient Similarity Attack Declaration of interests.
Knowledge-based System 304: 112506 (2024). SCI 中科院1区TOP,JCR Q1
J
[7]
Cheng Tianhang (程天航), Peng Jinjia(彭锦佳,通讯), Li Hui(李慧), Wang Huibing.
Large-scale multi-view subspace clustering via embedding space and partition matrix.
Neurocomputing 602: 128266 (2024). SCI 中科院2区,JCR Q1
J
[8]
Zhang Songyu(张淞瑜), Wang Chengjun(王铖俊), Peng Jinjia(彭锦佳,通讯).
ABC-Learning: Attention-Boosted Contrastive Learning for Unsupervised Person Re-Identification.
Engineering Applications of Artificial Intelligence 133: 108344 (2024). SCI 中科院2区TOP
J
[9]
Peng Jinjia(彭锦佳), Yu Jiazuo(于佳左), Wang Chengjun(王铖俊), Wang Huibing, Fu Xianping.
Adapt Only Once: Fast Unsupervised Person Re-identification via Relevance-aware Guidance.
Pattern Recognition 150: 110360 (2024). SCI 中科院1区
J
[10]
Wang Bingyan(王丙彦), Peng Jinjia(彭锦佳,通讯), Li Hui(李慧), Wang Huibing.
Generating high-quality texture via panoramic feature aggregation for large mask inpainting.
Knowledge-Based Systems 286: 111382 (2024). SCI 中科院1区
J
[11]
Wang Chengjun(王铖俊), Peng Jinjia(彭锦佳,通讯), Tao Zeze(陶泽泽), Wang Huibing.
Uncertainty-guided Robust labels refinement for unsupervised person re-identification.
Neural Computing and Applications 36(2): 977-991 (2024). SCI 中科院3区
J
[12]
Peng Jinjia(彭锦佳), Song Pengpeng(宋鹏鹏), Li Hui(李慧), Wang Huibing.
Reciprocal Frequency-aware Generalizable Person Re-identification via Decomposition and Filtering.
ACM Transactions on Multimedia Computing Communications and Applications 20(7): 205:1-205:20 (2024). SCI CCF B
2023
J
[13]
彭锦佳,王辉兵.
基于异构卷积神经网络集成的无监督行人重识别方法[J].
电子学报,2023,51(10):2902-2914. EI CCF A
J
[14]
Li Dexin(李得鑫), Li Kai(李凯,通讯).
Monovision End-to-End Dual-Lane Overtaking Network without Map Assistance.
Applied Sciences 14(1):38 (2024). SCI 中科院3区,JCR Q2
C
[15]
Zhang Xinrui(张心蕊), Li Kai(李凯,通讯), Peng Jinjia(彭锦佳).
One Step Large-Scale Multi-view Subspace Clustering Based on Orthogonal Matrix Factorization with Consensus Graph Learning.
PRCV(4)2023: 113-125. SCI CCF C
C
[16]
Tian Zhongyao(田中瑶), Li Kai(李凯,通讯), Peng Jinjia(彭锦佳).
Deep Multi-task Image Clustering with Attention-Guided Patch Filtering and Correlation Mining.
PRCV(4)2023: 126-138. SCI CCF C
C
[17]
Song Pengpeng(宋鹏鹏), Peng Jinjia(彭锦佳,通讯).
Learning Frequency-based Distanglement and Filtering for Generalizable Person Re-identification.
Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2023. SCI CCF C
J
[18]
彭锦佳,宋鹏鹏,王辉兵.
面向隐私保护的联邦域泛化行人重识别方法[J].
模式识别与人工智能,2023,36(07):634-646. EI CCF B
J
[19]
Wang Zhiwen(王志文), Li Kai(李凯,通讯), Peng Jinjia(彭锦佳).
Dynamic context-driven progressive image inpainting with auxiliary generative units.
The Visual Computer 40(5): 3457-3472 (2024). SCI 中科院3区,JCR Q2
J
[20]
Yu Jiazu(于佳左), Peng Jinjia(彭锦佳,通讯), Li Kai(李凯), Wang Huibing.
Hybrid partial-constrained learning with orthogonality regularization for unsupervised person re-identification.
 Engineering Applications of Artificial Intelligence 123(Part A): 106200 (2023). SCI 中科院2区,JCR Q1
全部成果
专利/软著
2024-03-29
一种车辆重识别装置，申请号202322481988.5
实用新型专利
2023-06-25
一种基于桥接网络知识回顾的终身行人重识别方法，申请号202310749036.9
发明专利
2023-05-09
基于深度学习的人脸图像遮挡修复算法及其应用研究，申请号202111286793.4
发明专利
2023-01-17
一种基于图注意力神经网络的协同过滤推荐系统及方法，申请号202211286016.4
发明专利
2023-01-17
基于分组感知标签的自适应记忆无监督行人重识别方法，申请号202210089329.4
发明专利
全部成果
最多贡献
74
李凯
42
彭锦佳
9
于佳左
7
陶泽泽
7
李慧
6
王铖俊
5
徐正夫
5
赵一帆
5
宋鹏鹏
3
朱江强
3
曹可凡
3
李洁
3
张淞瑜
2
岳秉杰
2
吕珍
2
王煜骁
2
彭峰
2
鲁正杰

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