output
20202023
most citedA Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples

373 citations

14 papers

cs.CR202312 cited

EduChain: A Blockchain-based Education Data Management System

Yihan Liu, Ke Li, Zihao Huang +3

The predominant centralized paradigm in educational data management currently suffers from several critical issues such as vulnerability to malicious tampering, a high prevalence o…

cs.CV202377 cited

Precise Facial Landmark Detection by Reference Heatmap Transformer

Jun Wan, Jun Liu, Jie Zhou +5

Most facial landmark detection methods predict landmarks by mapping the input facial appearance features to landmark heatmaps and have achieved promising results. However, when the…

cs.CV20221 cited

Improving Image Clustering through Sample Ranking and Its Application to remote--sensing images

Qinglin Li, Guoping Qiu

Image clustering is a very useful technique that is widely applied to various areas, including remote sensing. Recently, visual representations by self-supervised learning have gre…

cs.CV20221 cited

Fusing Multiscale Texture and Residual Descriptors for Multilevel 2D Barcode Rebroadcasting Detection

Anselmo Ferreira, Changcheng Chen, Mauro Barni

Nowadays, 2D barcodes have been widely used for advertisement, mobile payment, and product authentication. However, in applications related to product authentication, an authentic…

cs.CV2021373 cited

A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples

Sen Jia, Shuguo Jiang, Zhijie Lin +3

With the rapid development of deep learning technology and improvement in computing capability, deep learning has been widely used in the field of hyperspectral image (HSI) classif…

cs.CV2021137 cited

WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification

Qiufu Li, Linlin Shen, Sheng Guo +1

Though widely used in image classification, convolutional neural networks (CNNs) are prone to noise interruptions, i.e. the CNN output can be drastically changed by small image noi…