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2020 – today
- 2025
[j9]Zizhuo Li
, Jiayi Ma:
Learning Feature Matching via Matchable Keypoint-Assisted Graph Neural Network. IEEE Trans. Image Process. 34: 154-169 (2025)- [j8]Zizhuo Li, Jie Jiang, Jiayi Ma:
Seed to Prune: A Seeded Graph Neural Network for Two-View Correspondence Learning. IEEE Trans. Neural Networks Learn. Syst. 36(7): 12199-12213 (2025) - [c6]Yifan Lu, Jiajun Le, Zizhuo Li, Yixuan Yuan, Jiayi Ma:
DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning. AAAI 2025: 5829-5837 - [c5]Shihua Zhang, Zhenjie Zhu, Zizhuo Li, Tao Lu, Jiayi Ma:
Matching While Perceiving: Enhance Image Feature Matching with Applicable Semantic Amalgamation. AAAI 2025: 10094-10102 - [c4]Jiangwei Ren, Xingyu Jiang, Zizhuo Li, Dingkang Liang, Xin Zhou, Xiang Bai:
MINIMA: Modality Invariant Image Matching. CVPR 2025: 23059-23068 - [i5]Linfeng Tang, Yeda Wang, Meiqi Gong, Zizhuo Li, Yuxin Deng, Xunpeng Yi, Chunyu Li, Han Xu, Hao Zhang, Jiayi Ma:
VideoFusion: A Spatio-Temporal Collaborative Network for Mutli-modal Video Fusion and Restoration. CoRR abs/2503.23359 (2025) - [i4]Zizhuo Li, Yifan Lu, Linfeng Tang, Shihua Zhang, Jiayi Ma:
CoMatch: Dynamic Covisibility-Aware Transformer for Bilateral Subpixel-Level Semi-Dense Image Matching. CoRR abs/2503.23925 (2025) - [i3]Shihua Zhang, Zizhuo Li, Kaining Zhang, Yifan Lu, Yuxin Deng, Linfeng Tang, Xingyu Jiang, Jiayi Ma:
Deep Learning Reforms Image Matching: A Survey and Outlook. CoRR abs/2506.04619 (2025) - 2024
- [j7]Zizhuo Li, Shihua Zhang, Jiayi Ma:
U-Match: Exploring Hierarchy-Aware Local Context for Two-View Correspondence Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 10960-10977 (2024) - [j6]Chengli Peng, Zhenyu Yang, Yiwei Lu, Zizhuo Li, Qiwen Jin:
A more reliable local-global-guided network for correspondence pruning. Pattern Recognit. Lett. 181: 16-22 (2024) - [j5]Zizhuo Li, Chunbao Su, Fan Fan, Jun Huang, Jiayi Ma:
MC-Net: Integrating Multi-Level Geometric Context for Two-View Correspondence Learning. IEEE Trans. Circuits Syst. Video Technol. 34(8): 7550-7565 (2024) - [c3]Shihua Zhang, Zizhuo Li, Yuan Gao, Jiayi Ma:
DeMatch: Deep Decomposition of Motion Field for Two-View Correspondence Learning. CVPR 2024: 20278-20287 - [i2]Xingyu Jiang, Jiangwei Ren, Zizhuo Li, Xin Zhou, Dingkang Liang, Xiang Bai:
MINIMA: Modality Invariant Image Matching. CoRR abs/2412.19412 (2024) - 2023
- [j4]Zizhuo Li, Jiayi Ma, Guobao Xiao:
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting. IEEE Trans. Image Process. 32: 5408-5422 (2023) - [j3]Kaining Zhang, Zizhuo Li, Jiayi Ma:
Loop Closure Detection With Bidirectional Manifold Representation Consensus. IEEE Trans. Intell. Transp. Syst. 24(4): 3949-3962 (2023) - [c2]Zizhuo Li, Shihua Zhang, Jiayi Ma:
U-Match: Two-view Correspondence Learning with Hierarchy-aware Local Context Aggregation. IJCAI 2023: 1169-1176 - [i1]Zizhuo Li, Jiayi Ma:
Learning Feature Matching via Matchable Keypoint-Assisted Graph Neural Network. CoRR abs/2307.01447 (2023) - 2022
- [j2]Zizhuo Li, Yong Ma, Xiaoguang Mei, Jun Huang, Jiayi Ma:
Guided neighborhood affine subspace embedding for feature matching. Pattern Recognit. 124: 108489 (2022) - 2021
- [j1]Yiwei Lu, Ruopeng Yang, Xuping Jiang, Dan Zhou, Changsheng Yin, Zizhuo Li:
MRE: A Military Relation Extraction Model Based on BiGRU and Multi-Head Attention. Symmetry 13(9): 1742 (2021) - [c1]Kaining Zhang, Zizhuo Li, Jiayi Ma:
Appearance-based Loop Closure Detection via Bidirectional Manifold Representation Consensus. ICRA 2021: 6811-6817
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