Search Results for author: Hailong Ning

Found 5 papers, 1 papers with code

Lightweight Structure-aware Transformer Network for VHR Remote Sensing Image Change Detection

no code implementations3 Jun 2023 Tao Lei, Yetong Xu, Hailong Ning, Zhiyong Lv, Chongdan Min, Yaochu Jin, Asoke K. Nandi

Popular Transformer networks have been successfully applied to remote sensing (RS) image change detection (CD) identifications and achieve better results than most convolutional neural networks (CNNs), but they still suffer from two main problems.

Change Detection

Delving into Rectifiers in Style-Based Image Translation

no code implementations20 Nov 2021 YiPeng Zhang, Bingliang Hu, Hailong Ning, Quang Wang

The AdaReLU can dynamically adjust the slope parameters according to the target style and can be utilized to increase the controllability by combining with Adaptive Instance Normalization (AdaIN).

Image Generation Translation

Audio-Visual Collaborative Representation Learning for Dynamic Saliency Prediction

no code implementations17 Sep 2021 Hailong Ning, Bin Zhao, Zhanxuan Hu, Lang He, Ercheng Pei

Motivated by this, an audio-visual collaborative representation learning method is proposed for the DSP task, which explores the audio modality to better predict the dynamic saliency map by assisting vision modality.

Representation Learning Saliency Prediction +1

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

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