| Object detection in optical remote sensing images based on weakly supervised learning and high-level feature learning J Han, D Zhang, G Cheng, L Guo, J Ren IEEE Transactions on Geoscience and Remote Sensing 53 (6), 3325-3337, 2014 | 838 | 2014 |
| EEG-based brain-computer interfaces using motor-imagery: Techniques and challenges N Padfield, J Zabalza, H Zhao, V Masero, J Ren Sensors 19 (6), 1423, 2019 | 697 | 2019 |
| Breast cancer detection using deep convolutional neural networks and support vector machines DA Ragab, M Sharkas, S Marshall, J Ren PeerJ 7, e6201, 2019 | 563 | 2019 |
| Medical image analysis with artificial neural networks J Jiang, P Trundle, J Ren Computerized Medical Imaging and Graphics 34 (8), 617-631, 2010 | 521 | 2010 |
| Background prior-based salient object detection via deep reconstruction residual J Han, D Zhang, X Hu, L Guo, J Ren, F Wu IEEE Transactions on Circuits and Systems for Video Technology 25 (8), 1309-1321, 2014 | 495 | 2014 |
| Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging J Zabalza, J Ren, J Zheng, H Zhao, C Qing, Z Yang, P Du, S Marshall Neurocomputing 185, 1-10, 2016 | 438 | 2016 |
| Classification of hyperspectral images by exploiting spectral–spatial information of superpixel via multiple kernels L Fang, S Li, W Duan, J Ren, JA Benediktsson IEEE transactions on geoscience and remote sensing 53 (12), 6663-6674, 2015 | 402 | 2015 |
| Effective and efficient midlevel visual elements-oriented land-use classification using VHR remote sensing images G Cheng, J Han, L Guo, Z Liu, S Bu, J Ren IEEE transactions on geoscience and remote sensing 53 (8), 4238-4249, 2015 | 353 | 2015 |
| ANN vs. SVM: Which one performs better in classification of MCCs in mammogram imaging J Ren Knowledge-Based Systems 26, 144-153, 2012 | 341 | 2012 |
| Novel folded-PCA for improved feature extraction and data reduction with hyperspectral imaging and SAR in remote sensing J Zabalza, J Ren, M Yang, Y Zhang, J Wang, S Marshall, J Han ISPRS Journal of Photogrammetry and Remote Sensing 93, 112-122, 2014 | 287 | 2014 |
| Multiscale diff-changed feature fusion network for hyperspectral image change detection F Luo, T Zhou, J Liu, T Guo, X Gong, J Ren IEEE Transactions on Geoscience and Remote Sensing 61, 1-13, 2023 | 231 | 2023 |
| A framework for breast cancer classification using Multi-DCNNs DA Ragab, O Attallah, M Sharkas, J Ren, S Marshall Computers in biology and medicine 131, 104245, 2021 | 224 | 2021 |
| Novel two-dimensional singular spectrum analysis for effective feature extraction and data classification in hyperspectral imaging J Zabalza, J Ren, J Zheng, J Han, H Zhao, S Li, S Marshall IEEE transactions on geoscience and remote sensing 53 (8), 4418-4433, 2015 | 191 | 2015 |
| Big data analytics and mining for effective visualization and trends forecasting of crime data M Feng, J Zheng, J Ren, A Hussain, X Li, Y Xi, Q Liu IEEE Access 7, 106111-106123, 2019 | 189 | 2019 |
| Class imbalance ensemble learning based on the margin theory W Feng, W Huang, J Ren Applied Sciences 8 (5), 815, 2018 | 187 | 2018 |
| Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement Y Yan, J Ren, G Sun, H Zhao, J Han, X Li, S Marshall, J Zhan Pattern Recognition 79, 65-78, 2018 | 176 | 2018 |
| Offline handwritten Arabic cursive text recognition using Hidden Markov Models and re-ranking JH AlKhateeb, J Ren, J Jiang, H Al-Muhtaseb Pattern Recognition Letters 32 (8), 1081-1088, 2011 | 173 | 2011 |
| Effective feature extraction and data reduction in remote sensing using hyperspectral imaging [applications corner] J Ren, J Zabalza, S Marshall, J Zheng IEEE Signal Processing Magazine 31 (4), 149-154, 2014 | 165* | 2014 |
| Deep Learning Based Single Image Super-resolution: A Survey AH Viet Khanh Ha, Jin-Chang Ren, Xin-Ying Xu, Sophia Zhao, Gang Xie ... International Journal of Automation and Computing 16, 413–426, 2019 | 161* | 2019 |
| Building extraction from high-resolution aerial imagery using a generative adversarial network with spatial and channel attention mechanisms X Pan, F Yang, L Gao, Z Chen, B Zhang, H Fan, J Ren Remote Sensing 11 (8), 917, 2019 | 152 | 2019 |
Jaime ZabalzaSenior Lecturer at University of StrathclydeVerified email at iicv.es
