Lingyan Ran

Convolutional Neural Network-Based Robot Navigation Using Uncalibrated Spherical Images

Lingyan Ran, Yanning Zhang, Qilin Zhang et al. · Sensors · 2017 · 107 citations · Full text

Engineering, Machine Learning, Field Robotics +20

EMS-Net: Ensemble of Multiscale Convolutional Neural Networks for Classification of Breast Cancer Histology Images

Zhanbo Yang, Lingyan Ran, Shizhou Zhang et al. · Neurocomputing · 2019 · 105 citations

Dermoscopic Image, Image Analysis, Machine Learning +14

A Hyperspectral Image Classification Framework with Spatial Pixel Pair Features

Lingyan Ran, Yanning Zhang, Wei Wei et al. · Sensors · 2017 · 67 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Frequency-Guided Spatial Adaptation for Camouflaged Object Detection

Shizhou Zhang, Dexuan Kong, Yinghui Xing et al. · IEEE Transactions on Multimedia · 2025 · 21 citations

FastICENet: A real-time and accurate semantic segmentation model for aerial remote sensing river ice image

Xiuwei Zhang, Zixu Zhao, Lingyan Ran et al. · Signal Processing · 2023 · 17 citations