Search Results for author: Xiangtao Zheng

Found 3 papers, 1 papers with code

Efficient Prompt Tuning of Large Vision-Language Model for Fine-Grained Ship Classification

no code implementations13 Mar 2024 Long Lan, Fengxiang Wang, Shuyan Li, Xiangtao Zheng, Zengmao Wang, Xinwang Liu

Directly fine-tuning VLMs for RS-FGSC often encounters the challenge of overfitting the seen classes, resulting in suboptimal generalization to unseen classes, which highlights the difficulty in differentiating complex backgrounds and capturing distinct ship features.

Language Modelling Zero-Shot Learning

A Supervised Segmentation Network for Hyperspectral Image Classification

no code implementations IEEE Transactions on Image Processing 2021 Hao Sun, Xiangtao Zheng, Xiaoqiang Lu

To explore the spatial information for HSI classification, pixels with its adjacent pixels are usually directly cropped from hyperspectral data to form HSI cubes in CNN-based methods.

Classification Hyperspectral Image Classification

Exploring Models and Data for Remote Sensing Image Caption Generation

2 code implementations21 Dec 2017 Xiaoqiang Lu, Binqiang Wang, Xiangtao Zheng, Xuelong. Li

Finally, a comprehensive review is presented on the proposed data set to fully advance the task of remote sensing caption.

Caption Generation Image-to-Text Retrieval +1

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