Semantic segmentation using stride spatial pyramid pooling and dual attention decoder. - Chengli Peng; Jiayi Ma 001 (Pattern Recognit., 2020)

Bilateral attention decoder: A lightweight decoder for real-time semantic segmentation. - Chengli Peng; Tian Tian 006; Chen Chen 001; Xiaojie Guo 001; Jiayi Ma 001 (Neural Networks, 2021)

Domain Adaptive Semantic Segmentation via Entropy-Ranking and Uncertain Learning-Based Self-Training. - Chengli Peng; Jiayi Ma 001 (IEEE CAA J. Autom. Sinica, 2022)

UAV Image Stitching Based on Optimal Seam and Half-Projective Warp. - Jun Chen 019; Zixian Li; Chengli Peng; Yong Wang 036; Wenping Gong (Remote. Sens., 2022)

Reliable Label-Supervised Pixel Attention Mechanism for Weakly Supervised Building Segmentation in UAV Imagery. - Jun Chen 019; Weifeng Xu; Yang Yu 045; Chengli Peng; Wenping Gong (Remote. Sens., 2022)

Robust Feature Matching via Local Consensus. - Jun Chen 019; Meng Yang; Chengli Peng; Linbo Luo 002; Wenping Gong (IEEE Trans. Geosci. Remote. Sens., 2022)

Cross Fusion Net: A Fast Semantic Segmentation Network for Small-Scale Semantic Information Capturing in Aerial Scenes. - Chengli Peng; Kaining Zhang; Yong Ma 001; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

High-Quality Wheat Stalk Cross Section Micrograph Measurement via Semantic Segmentation Network. - Chengli Peng; Jiayi Ma 001 (IEEE Trans. Instrum. Meas., 2022)

DBDnet: A Deep Boosting Strategy for Image Denoising. - Jiayi Ma 001; Chengli Peng; Xin Tian 006; Junjun Jiang (IEEE Trans. Multim., 2022)

GraSS: Contrastive Learning With Gradient-Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation. - Zhaoyang Zhang; Zhen Ren; Chao Tao 001; Yunsheng Zhang; Chengli Peng; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2023)

MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images. - Chengli Peng; Haifeng Li 007; Chao Tao 001; Yansheng Li 001; Jiayi Ma 001 (Pattern Recognit., 2023)

A multi-domain dual-stream network for hyperspectral unmixing. - Jiwei Hu; Tianhao Wang; Qiwen Jin; Chengli Peng; Quan Liu 001 (Int. J. Appl. Earth Obs. Geoinformation, 2024)

HSONet: A Siamese foreground association-driven hard case sample optimization network for high-resolution remote sensing image change detection. - Chao Tao 001; Dongsheng Kuang; Zhenyang Huang; Chengli Peng; Haifeng Li 007 (CoRR, 2024)

Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding. - Run Shao; Zhaoyang Zhang; Chao Tao 001; Yunsheng Zhang; Chengli Peng; Haifeng Li 007 (CoRR, 2024)

SeFi-CD: A Semantic First Change Detection Paradigm That Can Detect Any Change You Want. - Ling Zhao 005; Zhenyang Huang; Dongsheng Kuang; Chengli Peng; Jun Gan; Haifeng Li 007 (CoRR, 2024)

A more reliable local-global-guided network for correspondence pruning. - Chengli Peng; Zhenyu Yang; Yiwei Lu; Zizhuo Li; Qiwen Jin (Pattern Recognit. Lett., 2024)

SeFi-CD: A Semantic First Change Detection Paradigm That Can Detect Any Change You Want. - Ling Zhao 005; Zhenyang Huang; Yipeng Wang; Chengli Peng; Jun Gan; Haifeng Li 007; Chao Hu (Remote. Sens., 2024)

CDEST: Class Distinguishability-Enhanced Self-Training Method for Adopting Pre-Trained Models to Downstream Remote Sensing Image Semantic Segmentation. - Ming Zhang; Xin Gu; Ji Qi 001; Zhenshi Zhang; Hemeng Yang; Jun Xu; Chengli Peng; Haifeng Li 007 (Remote. Sens., 2024)

Road Extraction Method of Remote Sensing Image Based on Deformable Attention Transformer. - Ling Zhao 005; Jianing Zhang; Xiujun Meng; Wenming Zhou; Zhenshi Zhang; Chengli Peng (Symmetry, 2024)

Conditional Diffusion Model for Urban Morphology Prediction. - Tiandong Shi; Ling Zhao 005; Fanfan Liu; Ming Zhang; Mengyao Li; Chengli Peng; Haifeng Li 007 (Remote. Sens., 2024)

An Image Semantic Representation Method Based on Cross-Modal Adaptive Multi-Layer Perceptron. - Yang Liu; Xiulei Liu; Chengli Peng (IEEE Access, 2025)

Multi-source attention autoencoder network for hyperspectral unmixing with LiDAR data. - Jiwei Hu; Yangrui Bai; Zijun Li; Qiwen Jin; Chengli Peng (Neurocomputing, 2025)

Task Knowledge Injection: Training-Free Adaptation of Multimodal Large Language Models for Remote Sensing Image Understanding. - Haifeng Li 007; Qiujun Li; Cheng Yang; Wang Guo; Mengyao Li; Hongyuan Yuan; Run Shao; Chengli Peng (IEEE Geosci. Remote. Sens. Lett., 2025)

HASNet: A Foreground Association-Driven Siamese Network With Hard Sample Optimization for Remote Sensing Image Change Detection. - Chao Tao 001; Dongsheng Kuang; Zhenyang Huang; Chengli Peng; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2025)