output
20072026
most citedRemote Sensing Image Scene Classification: Benchmark and State of the Art

2.7k citations

Showing 2019 · cs.CVShow all

9 papers · 2 filters

cs.CV2019★ 53 cited

Vision-to-Language Tasks Based on Attributes and Attention Mechanism

Xuelong Li, Aihong Yuan, Xiaoqiang Lu

Vision-to-language tasks aim to integrate computer vision and natural language processing together, which has attracted the attention of many researchers. For typical approaches, t…

cs.CV2019★ 202 cited

Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification

Qi Wang, Xiange He, Xuelong Li

Hyperspectral image (HSI) classification, which aims to assign an accurate label for hyperspectral pixels, has drawn great interest in recent years. Although low rank representatio…

cs.CV2019★ 4 cited

Hierarchical Recurrent Neural Network for Video Summarization

Bin Zhao, Xuelong Li, Xiaoqiang Lu

Exploiting the temporal dependency among video frames or subshots is very important for the task of video summarization. Practically, RNN is good at temporal dependency modeling, a…

cs.CV2019★ 2 cited

A CNN-RNN Architecture for Multi-Label Weather Recognition

Bin Zhao, Xuelong Li, Xiaoqiang Lu +1

Weather Recognition plays an important role in our daily lives and many computer vision applications. However, recognizing the weather conditions from a single image remains challe…

cs.CV2019★ 1 cited

A General Framework for Edited Video and Raw Video Summarization

Xuelong Li, Bin Zhao, Xiaoqiang Lu

In this paper, we build a general summarization framework for both of edited video and raw video summarization. Overall, our work can be divided into three folds: 1) Four models ar…

cs.CV2019★ 35 cited

3G structure for image caption generation

Aihong Yuan, Xuelong Li, Xiaoqiang Lu

It is a big challenge of computer vision to make machine automatically describe the content of an image with a natural language sentence. Previous works have made great progress on…

cs.CV2019★ 32 cited

Multi-modal gated recurrent units for image description

Xuelong Li, Aihong Yuan, Xiaoqiang Lu

Using a natural language sentence to describe the content of an image is a challenging but very important task. It is challenging because a description must not only capture object…

cs.CV2019★ 22 cited

SCE: A manifold regularized set-covering method for data partitioning

Xuelong Li, Quanmao Lu, Yongsheng Dong +1

Cluster analysis plays a very important role in data analysis. In these years, cluster ensemble, as a cluster analysis tool, has drawn much attention for its robustness, stability,…

cs.CV2019★ 46 cited

Patch alignment manifold matting

Xuelong Li, Kang Liu, Yongsheng Dong +1

Image matting is generally modeled as a space transform from the color space to the alpha space. By estimating the alpha factor of the model, the foreground of an image can be extr…