Search Results for author: Xiaoqiang Lu

Found 14 papers, 2 papers with code

Reconstructive Sequence-Graph Network for Video Summarization

no code implementations10 May 2021 Bin Zhao, Haopeng Li, Xiaoqiang Lu, Xuelong Li

Then, the videos are summarized by exploiting both the local and global dependencies among shots.

Video Summarization

Bio-Inspired Representation Learning for Visual Attention Prediction

no code implementations9 Mar 2021 Yuan Yuan, Hailong Ning, Xiaoqiang Lu

In this paper, a novel VAP method is proposed to generate visual attention map via bio-inspired representation learning.

Representation 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

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

no code implementations29 May 2019 Xuelong. Li, Aihong Yuan, Xiaoqiang Lu

To make full use of these information, this paper attempt to exploit the text guided attention and semantic-guided attention (SA) to find the more correlated spatial information and reduce the semantic gap between vision and language.

Image Captioning Question Answering +1

Hierarchical Recurrent Neural Network for Video Summarization

no code implementations28 Apr 2019 Bin Zhao, Xuelong. Li, Xiaoqiang Lu

Compared to traditional RNNs, H-RNN is more suitable to video summarization, since it can exploit long temporal dependency among frames, meanwhile, the computation operations are significantly lessened.

Video Captioning Video Summarization

A CNN-RNN Architecture for Multi-Label Weather Recognition

no code implementations24 Apr 2019 Bin Zhao, Xuelong. Li, Xiaoqiang Lu, Zhigang Wang

To address this problem, we make the first attempt to view weather recognition as a multi-label classification task, i. e., assigning an image more than one labels according to the displayed weather conditions.

General Classification Multi-Label Classification

A General Framework for Edited Video and Raw Video Summarization

no code implementations24 Apr 2019 Xuelong. Li, Bin Zhao, Xiaoqiang Lu

Besides, the property-weights are learned for edited videos and raw videos, respectively.

Video Summarization

3G structure for image caption generation

no code implementations21 Apr 2019 Aihong Yuan, Xuelong. Li, Xiaoqiang Lu

In this paper, we propose a model with 3-gated model which fuses the global and local image features together for the task of image caption generation.

Caption Generation Sentence

Multi-modal gated recurrent units for image description

no code implementations20 Apr 2019 Xuelong. Li, Aihong Yuan, Xiaoqiang Lu

And in the testing step, when an image is imported to our multi-modal GRU model, a sentence which describes the image content is generated.

Sentence

HSA-RNN: Hierarchical Structure-Adaptive RNN for Video Summarization

no code implementations CVPR 2018 Bin Zhao, Xuelong. Li, Xiaoqiang Lu

Although video summarization has achieved great success in recent years, few approaches have realized the influence of video structure on the summarization results.

Segmentation Video Summarization

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

Image2song: Song Retrieval via Bridging Image Content and Lyric Words

no code implementations ICCV 2017 Xuelong. Li, Di Hu, Xiaoqiang Lu

Image is usually taken for expressing some kinds of emotions or purposes, such as love, celebrating Christmas.

Retrieval TAG

Remote Sensing Image Scene Classification: Benchmark and State of the Art

4 code implementations1 Mar 2017 Gong Cheng, Junwei Han, Xiaoqiang Lu

During the past years, significant efforts have been made to develop various datasets or present a variety of approaches for scene classification from remote sensing images.

Classification General Classification +1

Temporal Multimodal Learning in Audiovisual Speech Recognition

no code implementations CVPR 2016 Di Hu, Xuelong. Li, Xiaoqiang Lu

Recently, audiovisual speech recognition based the MRBM has attracted much attention, and the MRBM shows its effectiveness in learning the joint representation across audiovisual modalities.

Multimodal Deep Learning speech-recognition +1

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