最新成果 - 智能感知与信息处理实验室

科研成果

Achievements

关于成果

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。

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最多贡献

论文

2026

[1]

Lu Zhengjie, Peng Jinjia, Wang Huibing, et al.

BCDnet: Balanced coupling and decoupling network for person search.

Pattern Recognit, 176: 113241 (2026). SCI

[2]

Peng Jinjia, Wang Chengjun, Tan Jican, et al.

Bridging the gap : Learning adaptive knowledge transition for lifelong person re-identification.

Pattern Recognit, 174: 112947 (2026). SCI

[3]

Tan Jian, Peng Jinjia, Zhang Songyu, et al.

Unsupervised Lifelong Person Re-Identification via Affinity Harmonization.

ACM Transactions on Multimedia Computing, Communications and Applications, Volume 22, Issue 4: 103:1-103:22 (2026). SCI CCF A

[4]

Peng Jinjia, Tao Zeze.

Transferable Adversarial Attack on Person Re-Identification via Direction-Aware Attack.

IEEE Transactions on Multimedia. SCI CCF A,中科院1区

[5]

Peng Jinjia, Liu Junyu, Zuo Xutao, Tao Zeze, et al.

Bi-Level Inter-Modality Modulation for Unsupervised Visible-Infrared Person Re-Identification.

IEEE Trans. SCI

[6]

Liu Junyu ,Xiong Yanzhen ,Peng Jinjia , et al.

Mitigating modal discrepancies for visible-infrared person re-identification via high-order nonlinear constraint[J].

Knowledge-Based Systems,2026,334115052-115052. SCI 中科院1区,JCR Q1

[7]

李慧, 陶泽泽, 彭锦佳.

新质生产力发展背景下的人工智能“四新四有”人才培养模式[J].

中国高校科技,2026,(01):93-98. 核心

[8]

Peng Cheng ,Tao Zeze ,Liu Junyu, Peng Jinjia.

Enhancing adversarial transferability via curvature-aware penalization.

Neural networks : the official journal of the International Neural Network Society,2026,199108665. SCI

[9]

Tan Jican, Li Kunze, Li Hui, Peng Jinjia.

Bidirectional Knowledge Distillation for Unsupervised Lifelong Person Re-identification.

PRCV (16) 2025: 172-186. SCI CCF A

[10]

Sun Zexuan, Pengjinjia, et al.

Hierarchical Sequential Context Modelling for High-Fidelity Image Inpainting.

IEEE Transactions on Circuits and Systems for Video Technology. SCI 中科院1区Top

2025

[11]

Tao Zeze, Li Hui, Peng Jinjia, et al.

Global Aggregated Gradient-guided Adversarial Attacks for Person Re-identification.

Pattern Recognit. SCI 中科院1区Top

[12]

Tao Zeze, Peng Jinjia.

Prompting Adversarial Transferability via Path Flatness Attack.

AAAI 2026: 9511-9519. SCI CCF A

[13]

He Xiaorui(何晓芮) ,Peng Jinjia(彭锦佳) ,Wang Zhen, Li Hui, Wang Huibing.

FedDSKI: Improving server-side model via dual-stage knowledge isolation in personalized federated learning[J].

Future Generation Computer Systems,2026,175108061-108061. SCI 中科院2区

[14]

Peng Jinjia, Cheng Tianhang, et al.

Prior-oriented Anchor Learning with Coalesced Semantics for Multi-View Clustering.

ACM Multimedia 2025: 1141-1150. SCI

[15]

李慧,陶泽泽,彭锦佳.

以强化科研素养为导向的人工智能创新人才培养模式[J].

高等工程教育研究,2025,(05):39-45. CSSCI

[16]

Peng Jinjia(彭锦佳), Cheng Tianhang(程天航), Jiang Guangqi, Wang Huibing.

Prior-oriented Anchor Learning for Multi-View Clustering via Amalgamated Semantics.

ACM MM 2025. SCI CCF A

[17]

Liu Haibo, Lu Hancheng, Li Hui, Wang Liang, Peng Jinjia.

Multi-pattern Joint Denoising Diffusion Model for Sequential Recommendation.

ICONIP (5) 2024: 447-461. SCI

[18]

Peng Jinjia(彭锦佳), Mengkai Li(李梦凯), Huibing Wang.

Stabilizing Holistic Semantics in Diffusion Bridge for Image Inpainting.

Proceedings of 34th International Conference on International Joint Conferences on Artificial Intelligence. SCI CCF A

[19]

Yin Shenghui(尹升辉), Peng Jinjia(彭锦佳，通讯), et al.

Scene-intra Deep Mining via Shifted Instance Refinement for Weakly Supervised Person Search.

Knowledge-Based Systems. SCI 中科院1区

[20]

Zuo Xutao(左绪涛), Peng Jinjia(彭锦佳,通讯), Cheng Tianhang(程天航), et al.

Modality-perceptive Harmonization Network for Visible-Infrared Person Re-Identification.

Information Fusion (2025). SCI 中科院1区

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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

2024-03-29

一种基于一致性特征融合的AscNet模型及手势识别方法，申请号202410377616.4

发明专利

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

发明专利

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