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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
8122014
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
6052019
Medical image analysis with artificial neural networks
J Jiang, P Trundle, J Ren
Computerized Medical Imaging and Graphics 34 (8), 617-631, 2010
4992010
Breast cancer detection using deep convolutional neural networks and support vector machines
DA Ragab, M Sharkas, S Marshall, J Ren
PeerJ 7, e6201, 2019
4872019
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
4872014
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
4242016
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
3932015
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
3362015
ANN vs. SVM: Which one performs better in classification of MCCs in mammogram imaging
J Ren
Knowledge-Based Systems 26, 144-153, 2012
3252012
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
2832014
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
1842015
Class imbalance ensemble learning based on the margin theory
W Feng, W Huang, J Ren
Applied Sciences 8 (5), 815, 2018
1762018
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
1722011
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
1712018
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
1662021
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
1662019
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
157*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
1542023
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
1482016
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
1462018
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Artikler 1–20