Jinchang Ren
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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
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
Medical image analysis with artificial neural networks
J Jiang, P Trundle, J Ren
Computerized Medical Imaging and Graphics 34 (8), 617-631, 2010
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
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
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
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
Breast cancer detection using deep convolutional neural networks and support vector machines
DA Ragab, M Sharkas, S Marshall, J Ren
PeerJ 7, e6201, 2019
ANN vs. SVM: Which one performs better in classification of MCCs in mammogram imaging
J Ren
Knowledge-Based Systems 26, 144-153, 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
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
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
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
Class imbalance ensemble learning based on the margin theory
W Feng, W Huang, J Ren
Applied Sciences 8 (5), 815, 2018
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
Effective denoising and classification of hyperspectral images using curvelet transform and singular spectrum analysis
T Qiao, J Ren, Z Wang, J Zabalza, M Sun, H Zhao, S Li, JA Benediktsson, ...
IEEE transactions on geoscience and remote sensing 55 (1), 119-133, 2016
A deep-learning based feature hybrid framework for spatiotemporal saliency detection inside videos
Z Wang, J Ren, D Zhang, M Sun, J Jiang
Neurocomputing 287, 68-83, 2018
Robust PCA micro-Doppler classification using SVM on embedded systems
J Zabalza, C Clemente, G Di Caterina, J Ren, JJ Soraghan, S Marshall
IEEE Transactions on Aerospace and Electronic Systems 50 (3), 2304-2310, 2014
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
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
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