Jinchang Ren

Overview

Best Publications

• Object Detection in Optical Remote Sensing Images Based on Weakly Supervised Learning and High-Level Feature Learning

  Junwei Han;Dingwen Zhang;Gong Cheng;Lei Guo

  780
  Citations

• EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges.

  Natasha Padfield;Jaime Zabalza;Huimin Zhao;Valentin Masero

  559
  Citations

• Background Prior-Based Salient Object Detection via Deep Reconstruction Residual

  Junwei Han;Dingwen Zhang;Xintao Hu;Lei Guo

  471
  Citations

• Breast cancer detection using deep convolutional neural networks and support vector machines

  Dina A. Ragab;Dina A. Ragab;Maha Sharkas;Stephen Marshall;Jinchang Ren

  471
  Citations

• Medical image analysis with artificial neural networks.

  Jianmin Jiang;Paul R. Trundle;Jinchang Ren

  458
  Citations

• Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging

  Jaime Zabalza;Jinchang Ren;Jiangbin Zheng;Huimin Zhao

  411
  Citations

• Classification of Hyperspectral Images by Exploiting Spectral–Spatial Information of Superpixel via Multiple Kernels

  Leyuan Fang;Shutao Li;Wuhui Duan;Jinchang Ren

  389
  Citations

• Effective and Efficient Midlevel Visual Elements-Oriented Land-Use Classification Using VHR Remote Sensing Images

  Gong Cheng;Junwei Han;Lei Guo;Zhenbao Liu

  334
  Citations

• ANN vs. SVM: Which one performs better in classification of MCCs in mammogram imaging

  Jinchang Ren

  295
  Citations

• Novel Folded-PCA for improved feature extraction and data reduction with hyperspectral imaging and SAR in remote sensing

  Jaime Zabalza;Jinchang Ren;Mingqiang Yang;Yi Zhang

  265
  Citations

• Novel Two-Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging

  Jaime Zabalza;Jinchang Ren;Jiangbin Zheng;Junwei Han

  187
  Citations

• A framework for breast cancer classification using Multi-DCNNs.

  Dina Ahmed Ragab;Dina Ahmed Ragab;Omneya Attallah;Maha A. Sharkas;Jinchang Ren

  183
  Citations

• Class Imbalance Ensemble Learning Based on the Margin Theory

  Wei Feng;Wenjiang Huang;Jinchang Ren

  156
  Citations

• Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement

  Yijun Yan;Jinchang Ren;Genyun Sun;Huimin Zhao

  154
  Citations

• Offline handwritten Arabic cursive text recognition using Hidden Markov Models and re-ranking

  Jawad H AlKhateeb;Jinchang Ren;Jianmin Jiang;Husni Al-Muhtaseb

  147
  Citations

• Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis

  Tong Qiao;Jinchang Ren;Zheng Wang;Jaime Zabalza

  141
  Citations

• A deep-learning based feature hybrid framework for spatiotemporal saliency detection inside videos

  Zheng Wang;Jinchang Ren;Dong Zhang;Meijun Sun

  134
  Citations

• Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging

  Jaime Zabalza;Jinchang Ren;Zheng Wang;Stephen Marshall

  128
  Citations

• Effective Feature Extraction and Data Reduction in Remote Sensing Using Hyperspectral Imaging [Applications Corner]

  Jianchang Ren;Jaime Zabalza;Stephen Marshall;Jiangbin Zheng

  123
  Citations

• Building Extraction from High-Resolution Aerial Imagery Using a Generative Adversarial Network with Spatial and Channel Attention Mechanisms

  Xuran Pan;Xuran Pan;Fan Yang;Lianru Gao;Zhengchao Chen

  119
  Citations

• Big data analytics and mining for effective visualization and trends forecasting of crime data

  Mingchen Feng;Jiangbin Zheng;Jinchang Ren;Amir Hussain

  117
  Citations

• Robust PCA micro-doppler classification using SVM on embedded systems

  Jaime Zabalza;Carmine Clemente;Gaetano Di Caterina;Jinchang Ren

  110
  Citations