Jinchang Ren

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Jaime ZabalzaStrathclyde Chancellor's Fellow (Lecturer) at University of StrathclydeVerified email at iicv.es
Jianmin JiangChina 1000-plan Distinguished Professor, Shenzhen University, ChinaVerified email at szu.edu.cn
Xiuping JiaUniversity of New South WalesVerified email at adfa.edu.au
Junwei HanProfessor, Northwestern Polytechnical UniversityVerified email at nwpu.edu.cn
john soraghanUniversity of StrathclydeVerified email at strath.ac.uk
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is
Shutao Li (李树涛)College of Electrical and Information Engineering, Hunan University (湖南大学电气与信息工程学院)Verified email at hnu.edu.cn
Wing-Kuen LingGuangdong University of TechnologyVerified email at gdut.edu.cn
Prof Amir HussainSchool of Computing, Edinburgh Napier University, Scotland, UKVerified email at napier.ac.uk
Cameron CraigieScience Impact Leader, AgReserach limitedVerified email at agresearch.co.nz
Gong Cheng（程塨）Professor, Northwestern polytechnical universityVerified email at nwpu.edu.cn
Peter yuenCranfieldVerified email at cranfield.ac.uk
Byongjun (Phil) HwangUniversity of HuddersfieldVerified email at hud.ac.uk
Lianru GaoAerospace Information Research Institute, Chinese Academy of SciencesVerified email at aircas.ac.cn
Tariq DurraniUniversity of strathclydeVerified email at strath.ac.uk
James WindmillUniversity of StrathclydeVerified email at strath.ac.uk
Carmine ClementeReader, Chancellor's Fellow, University of StrathclydeVerified email at strath.ac.uk
Mauro Dalla MuraGIPSA-lab, Grenoble-INP UGA; Institut Universitaire de FranceVerified email at gipsa-lab.grenoble-inp.fr
Jocelyn ChanussotGrenoble Institute of TechnologyVerified email at gipsa-lab.grenoble-inp.fr
Erchan AptoulaSabanci UniversityVerified email at sabanciuniv.edu

Jinchang Ren

Professor of Computing Science, Robert Gordon University

Verified email at rgu.ac.uk - Homepage

hyperspectral imaging data engineering nondestructive evaluation precision agriculture visual computing


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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	720	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	449	2014
Medical image analysis with artificial neural networks J Jiang, P Trundle, J Ren Computerized Medical Imaging and Graphics 34 (8), 617-631, 2010	423	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	361	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	333	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	331	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	312	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	300	2019
ANN vs. SVM: Which one performs better in classification of MCCs in mammogram imaging J Ren Knowledge-Based Systems 26, 144-153, 2012	284	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	224	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	156	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	146	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	145	2018
Class imbalance ensemble learning based on the margin theory W Feng, W Huang, J Ren Applied Sciences 8 (5), 815, 2018	132	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	131*	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	130	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	126	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	108	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	103	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	103	2019

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