Jinchang Ren

Jinchang Ren, Qiming Zhu, David Barclay, 2015, 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing.

Spectral-spatial classification of hyperspectral data using spectral-domain local binary patterns

Jinchang Ren, Jia Wen, Cailing Wang, 2018, Multimedia Tools and Applications.

Texture Profiles and Composite Kernel Frame for Hyperspectral Image Classification

Jing Zhao, Jinchang Ren, Jia Wen, 2018, BICS.

Strathprints Institutional Repository (2008) Real-time Modeling of 3-d Soccer Ball Trajectories from Multiple Fixed Cameras. Ieee Transactions on Circuits and Systems for Video Technology, 18 (3). Pp. 350-362. Issn 1051-8215

Ming Xu, Jinchang Ren, James Orwell, 2022 .

Iterative Enhanced Multivariance Products Representation for Effective Compression of Hyperspectral Images

Metin Demiralp, Huimin Zhao, Jinchang Ren, 2021, IEEE Transactions on Geoscience and Remote Sensing.

A New Cost Function for Spatial Image Steganography Based on 2D-SSA and WMF

Stephen Marshall, Jinchang Ren, Huimin Zhao, 2021, IEEE Access.

Evaluation of Deep Learning and Conventional Approaches for Image Steganalysis

Stephen Marshall, Huimin Zhao, Jinchang Ren, 2019, BICS.

Sub-pixel motion estimation using phase correlation: comparisons and evaluations

Jinchang Ren, Jie Ren, Huimin Zhao, 2016, Int. J. Intell. Comput. Cybern..

High-Accuracy Sub-Pixel Motion Estimation From Noisy Images in Fourier Domain

Jinchang Ren, Jianmin Jiang, Theodore Vlachos, 2010, IEEE Transactions on Image Processing.

Applying Feature Selection for Effective Classification of Microcalcification Clusters in Mammograms

Dong Wang, Jinchang Ren, Jianmin Jiang, 2010, 2010 10th IEEE International Conference on Computer and Information Technology.

Semisupervised Hypergraph Discriminant Learning for Dimensionality Reduction of Hyperspectral Image

Xiaocheng Zhou, Tan Guo, Jinchang Ren, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Towards Big Data Analytics and Mining for UK Traffic Accident Analysis, Visualization & Prediction

Jinchang Ren, Mingchen Feng, Jiangbin Zheng, 2020, ICMLC.

Combined Deep Learning and Multiscale Segmentation for Rapid High Resolution Damage Mapping

Jinchang Ren, Genyun Sun, Jun Rong, 2017, 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData).

Singular Spectrum Analysis: A Note on Data Processing for Fourier Transform Hyperspectral Imagers

Stephen Marshall, Jinchang Ren, Jaime Zabalza, 2016, Applied spectroscopy.

Monte Carlo Convex Hull Model for classification of traditional Chinese paintings

Jinchang Ren, Dong Zhang, Jesse S. Jin, 2016, Neurocomputing.

Effective venue image retrieval using robust feature extraction and model constrained matching for mobile robot localization

Martin Halvey, Joemon M. Jose, Jinchang Ren, 2012, Machine Vision and Applications.

Generic framework for content-based stereo image/video retrieval

Jinchang Ren, Jianmin Jiang, Yue Feng, 2011 .

Does Normalization Methods Play a Role for Hyperspectral Image Classification? pdf

Zhijing Yang, Faxian Cao, Jinchang Ren, 2017, ArXiv.

DRL-GAN: Dual-Stream Representation Learning GAN for Low-Resolution Image Classification in UAV Applications

Xiangjian He, Yue Xi, Jiangbin Zheng, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hyperspectral Image Enhancement and Mixture Deep-Learning Classification of Corneal Epithelium Injuries

Stephen Marshall, Jinchang Ren, Siti Salwa Md Noor, 2017, Sensors.

Local Block Multilayer Sparse Extreme Learning Machine for Effective Feature Extraction and Classification of Hyperspectral Images

Zhijing Yang, Weizhao Chen, Faxian Cao, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Generic wavelet-based image decomposition and reconstruction framework for multi-modal data analysis in smart camera applications

Yijun Yan, Yiguang Liu, Mingqiang Yang, 2020, IET Comput. Vis..

A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging

Xiuping Jia, Aizhu Zhang, Genyun Sun, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Fast implementation of two-dimensional singular spectrum analysis for effective data classification in hyperspectral imaging

Jinchang Ren, Huimin Zhao, Genyun Sun, 2017, J. Frankl. Inst..

Structured covariance principal component analysis for real-time onsite feature extraction and dimensionality reduction in hyperspectral imaging.

Zhe Liu, Stephen Marshall, Jinchang Ren, 2014, Applied optics.

Effective compression of hyperspectral imagery using improved three dimensional discrete cosine transform

Stephen Marshall, Jinchang Ren, Cameron Craigie, 2013, 2013 6th UK, Europe, China Millimeter Waves and THz Technology Workshop (UCMMT).

Multiscale 2-D Singular Spectrum Analysis and Principal Component Analysis for Spatial–Spectral Noise-Robust Feature Extraction and Classification of Hyperspectral Images

Ping Ma, Genyun Sun, Huimin Zhao, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Singular spectrum analysis for improving hyperspectral imaging based beef eating quality evaluation

Stephen Marshall, Jinchang Ren, Jaime Zabalza, 2015, Comput. Electron. Agric..

Fast Implementation of Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging

Jun Wang, Stephen Marshall, Jinchang Ren, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

The properties of the cornea based on hyperspectral imaging: Optical biomedical engineering perspective

Stephen Marshall, Jinchang Ren, Julius Tschannerl, 2016, 2016 International Conference on Systems, Signals and Image Processing (IWSSIP).

SR-GAN: Semantic Rectifying Generative Adversarial Network for Zero-shot Learning

Jinchang Ren, Zihan Ye, Qiming Fu, 2019, 2019 IEEE International Conference on Multimedia and Expo (ICME).

A Novel Multi-Stage Residual Feature Fusion Network for Detection of COVID-19 in Chest X-Ray Images

Giancarlo Fortino, Amir Hussain, Zhenyu Fang, 2021, IEEE Transactions on Molecular, Biological and Multi-Scale Communications.

Triple loss for hard face detection

Kaizhu Huang, Stephen Marshall, Zheng Wang, 2020, Neurocomputing.

Automatic Extraction of Water Inundation Areas Using Sentinel-1 Data for Large Plain Areas

Jie Ren, Huimin Zhao, Jinchang Ren, 2020, Remote. Sens..

Copulas for statistical signal processing (Part I): Extensions and generalization

Tariq S. Durrani, Stephen Marshall, Jinchang Ren, 2014, Signal Process..

Copulas for statistical signal processing (Part II): Simulation, optimal selection and practical applications

Tariq S. Durrani, Stephen Marshall, Jinchang Ren, 2014, Signal Process..

Boundary-aware High-resolution Network with region enhancement for salient object detection

Qinghua Hu, Zheng Wang, Meijun Sun, 2020, Neurocomputing.

Knowledge-Based Multi-sequence MR Segmentation via Deep Learning with a Hybrid U-Net++ Model

Jinchang Ren, Hao Gao, He Sun, 2019, STACOM@MICCAI.

Classification of Post-earthquake High Resolution Image Using Adaptive Dynamic Region Merging and Gravitational Self-Organizing Maps

Tariq S. Durrani, Jinchang Ren, Aizhu Zhang, 2018, Springer Natural Hazards.

Winter-to-summer transition of Arctic sea ice breakup and floe size distribution in the Beaufort Sea

Jinchang Ren, Peter Wadhams, Donald K. Perovich, 2017 .

Texture-Sensitive Superpixeling and Adaptive Thresholding for Effective Segmentation of Sea Ice Floes in High-Resolution Optical Images

Yijun Yan, Dan Fan, Jinchang Ren, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Effective SAR sea ice image segmentation and touch floe separation using a combined multi-stage approach

Jinchang Ren, Paul Murray, Samuel McCormack, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

VIP-STB Farm: Scale-up Village to County/Province Level to Support Science and Technology at Backyard (STB) Program

Yijun Yan, Zhongxin Chen, Jinchang Ren, 2019, BICS.

Multiple Depth Maps Integration for 3D Reconstruction Using Geodesic Graph Cuts

Sen Wang, Jinchang Ren, Jiangbin Zheng, 2015, Int. J. Softw. Eng. Knowl. Eng..

Human gait recognition: Approaches, datasets and challenges

Haifeng Li, Jinchang Ren, Yanmei Chai, 2011, ICDP.

Linear vs. Nonlinear Extreme Learning Machine for Spectral-Spatial Classification of Hyperspectral Images

Zhijing Yang, Faxian Cao, Jinchang Ren, 2017, Sensors.

Statistical Classification of Skin Color Pixels from MPEG Videos

Jinchang Ren, Jianmin Jiang, Jinchang Ren, 2007, ACIVS.

AFSnet: Fixation Prediction in Movie Scenes with Auxiliary Facial Saliency

Jinchang Ren, Zheng Wang, Meijun Sun, 2018, BICS.

Exemplar-Supported Representation for Effective Class-Incremental Learning

Xinying Xu, Jinchang Ren, Lei Guo, 2020, IEEE Access.

SAR Sea Ice Image Segmentation Using Watershed with Intensity-Based Region Merging

Jinchang Ren, Byongjun Hwang, Tolulope Bamidele Ijitona, 2014, 2014 IEEE International Conference on Computer and Information Technology.

3D Sensing Techniques for Multimodal Data Analysis and Integration in Smart and Autonomous Systems

Tariq S. Durrani, Stephen Marshall, Huimin Zhao, 2017, CSPS.

Automatic Image Segmentation With Superpixels and Image-Level Labels

Xinying Xu, Jinchang Ren, Lei Cui, 2019, IEEE Access.

A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19

Huakang Li, Amir Hussain, Ping Ma, 2020, IEEE Journal of Biomedical and Health Informatics.

A New Type of Eye Movement Model Based on Recurrent Neural Networks for Simulating the Gaze Behavior of Human Reading

Jinchang Ren, Xiaoming Wang, Xinbo Zhao, 2019, Complex..

Extracting Objects and Events from MPEG Videos for Highlight-based Indexing and Retrieval

Juan Chen, Jinchang Ren, Jianmin Jiang, 2010, J. Multim..

Content-Sensitive Superpixel Generation with Boundary Adjustment

Xinying Xu, Zhe Zhang, Jinchang Ren, 2020, Applied Sciences.

A Dynamic Neighborhood Learning-Based Gravitational Search Algorithm

Xiaodong Li, Xiuping Jia, Jinchang Ren, 2018, IEEE Transactions on Cybernetics.

Robust PCA micro-doppler classification using SVM on embedded systems

Carmine Clemente, Stephen Marshall, Jinchang Ren, 2014, IEEE Transactions on Aerospace and Electronic Systems.

Combining Image Analysis and Smart Data Mining for Precision Agriculture in Livestock Farming

He Sun, Jinchang Ren, Qiming Zhu, 2017, 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData).

Robust information hiding in low-resolution videos with quantization index modulation in DCT-CS domain

Jinchang Ren, Huimin Zhao, Wenguo Wei, 2018, Multimedia Tools and Applications.

A Signal Recovery Approach with Block Compressive Sensing Based on Image Steganalysis

Qingyun Dai, Huimin Zhao, Jinchang Ren, 2017 .

Gradient-based subspace phase correlation for fast and effective image alignment

Yi Zhang, Jiangbin Zheng, Jinchang Ren, 2014, J. Vis. Commun. Image Represent..

TGMCF: A Tree-Guided Multi-Modality Correlation Filter for Visual Tracking

Weiwei Liu, Jinchang Ren, Qiaoyuan Liu, 2019, IEEE Access.

Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification

Peijun Du, Jocelyn Chanussot, Jinchang Ren, 2016, IEEE Geoscience and Remote Sensing Letters.

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

Lei Guo, Jinchang Ren, Junwei Han, 2015, IEEE Transactions on Geoscience and Remote Sensing.

A stability constrained adaptive alpha for gravitational search algorithm

Ping Ma, Xiuping Jia, Jinchang Ren, 2018, Knowl. Based Syst..

Hierarchical Modeling and Adaptive Clustering for Real-Time Summarization of Rush Videos

Jinchang Ren, Jianmin Jiang, Jinchang Ren, 2009, IEEE Transactions on Multimedia.

Multi-camera video surveillance for real-time analysis and reconstruction of soccer games

Ming Xu, Jinchang Ren, James Orwell, 2010, Machine Vision and Applications.

Tracking the soccer ball using multiple fixed cameras

Ming Xu, Jinchang Ren, James Orwell, 2009, Comput. Vis. Image Underst..

Real-time moving object detection under complex background

Jinchang Ren, D. D. Feng, P. Astheimer, 2003, 3rd International Symposium on Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the.

Generating ball trajectory in soccer video sequences

Jinchang Ren, James Orwell, Jinchang Ren, 2006 .

Subspace Extension to Phase Correlation Approach for Fast Image Registration

Jinchang Ren, Jianmin Jiang, Theodore Vlachos, 2007, 2007 IEEE International Conference on Image Processing.

TransSLC: Skin Lesion Classification in Dermatoscopic Images Using Transformers

Md. Mostafa Kamal Sarker, Eyad Elyan, Jinchang Ren, 2022, Annual Conference on Medical Image Understanding and Analysis.

Adaptive clustering of spectral components for band selection in hyperspectral imagery

Stephen Marshall, Jinchang Ren, Timothy Kelman, 2011 .

Improved sparse representation using adaptive spatial support for effective target detection in hyperspectral imagery

Chunhui Zhao, Stephen Marshall, Jinchang Ren, 2013 .

Deep Learning Based Single Image Super-resolution: A Survey

Xinying Xu, Gang Xie, Amir Hussain, 2019, International Journal of Automation and Computing.

A Hybrid Thermal-visible Fusion for Outdoor Human Detection

Jinchang Ren, Kamarul Hawari Ghazali, Mohd Zuki Salleh, 2018 .

SAFDet: A Semi-Anchor-Free Detector for Effective Detection of Oriented Objects in Aerial Images

Junwei Han, Huimin Zhao, Jinchang Ren, 2020, Remote. Sens..

Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging

S. Marshall, Jinchang Ren, J. Zabalza, 2014, IEEE Geoscience and Remote Sensing Letters.

Multiscale Spatial-Spectral Convolutional Network with Image-Based Framework for Hyperspectral Imagery Classification

Lianru Gao, Bing Zhang, Ximin Cui, 2019, Remote. Sens..

Remote oil spill detection and monitoring beneath sea ice

Stephen Marshall, Jinchang Ren, Adam Polak, 2016 .

Detection of dirt impairments from archived film sequences : survey and evaluations

Jinchang Ren, T. Vlachos, Jinchang Ren, 2010 .

Segmentation-Assisted Dirt Detection for the Restoration of Archived Films

Jinchang Ren, Theodore Vlachos, Jinchang Ren, 2005, BMVC.

Spatial and spectral analysis of corneal epithelium injury using hyperspectral images

Stephen Marshall, Jinchang Ren, Kaleena Michael, 2017, International Conference on Machine Vision.

Quality-assured fingerprint image enhancement and extraction using hyperspectral imaging

Stephen Marshall, Jinchang Ren, Kevin Gill, 2011, ICDP.

Strathprints Institutional Repository Three Publicly Available Data Sets for Hsi Remote Sensing Data Classification Are Used in Our Experiments. Comprehensive Results Using a Support Vector Machine (svm) Classifier Have Quantitatively Evaluated the Efficacy of the Proposed Approach. Benchmarked with

Junwei, Jinchang Ren, J. Zabalza, 2022 .

Shot Boundary Detection in MPEG Videos Using Local and Global Indicators

Juan Chen, Jinchang Ren, Jianmin Jiang, 2009, IEEE Transactions on Circuits and Systems for Video Technology.

Knowledge-Supported Segmentation and Semantic Contents Extraction from MPEG Videos for Highlight-Based Annotation, Indexing and Retrieval

Juan Chen, Jinchang Ren, Jianmin Jiang, 2008, ICIC.

Feature Pooling Using Spatio-Temporal Constrain for Video Summarization and Retrieval

Jinchang Ren, Jie Ren, Jinchang Ren, 2016 .

Determination of Shot Boundary in MPEG Videos for TRECVID 2007

Juan Chen, Jinchang Ren, Jianmin Jiang, 2007, TRECVID.

Ranking highlight level of movie clips: A template based adaptive kernel SVM method

Jinchang Ren, Jesse S. Jin, Zheng Wang, 2015, J. Vis. Lang. Comput..

Strathprints Institutional Repository Effective Classification of Chinese Tea Samples in Hyperspectral Imaging

T. Kelman, S. Marshall, Jinchang Ren, 2022 .

Optimized highway deep learning network for fast single image super-resolution reconstruction

Xinying Xu, Jie Ren, Gaowei Yan, 2020, Journal of Real-Time Image Processing.

Wheat Growth Assessment for Satellite Remote Sensing Enabled Precision Agriculture

Tariq S. Durrani, Hong Yue, Jinchang Ren, 2019, CSPS.

EACOFT: An energy-aware correlation filter for visual tracking

Huimin Zhao, Jinchang Ren, Qiaoyuan Liu, 2021, Pattern Recognit..

Decontaminate feature for tracking: adaptive tracking via evolutionary feature subset

Minghao Yin, Jinchang Ren, Ruizhi Li, 2017, J. Electronic Imaging.

Combining t-Distributed Stochastic Neighbor Embedding With Convolutional Neural Networks for Hyperspectral Image Classification

Lianru Gao, Bing Zhang, Lina Zhuang, 2020, IEEE Geoscience and Remote Sensing Letters.

'On the fly' dimensionality reduction for hyperspectral image acquisition

Stephen Marshall, Jinchang Ren, Jaime Zabalza, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Singular Spectrum Analysis for effective noise removal and improved data classification in Hyperspectral Imaging

Stephen Marshall, Jinchang Ren, Jaime Zabalza, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Multi-segment Majority Voting Decision Fusion for MI EEG Brain-Computer Interfacing

Jiangbin Zheng, Chunmei Qing, Natasha M. J. Padfield, 2021, Cognitive Computation.

A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19

Zain U. Hussain, A. Hussain, Jinchang Ren, 2020, IEEE Journal of Biomedical and Health Informatics.

Effective Melanoma Recognition Using Deep Convolutional Neural Network with Covariance Discriminant Loss

Xinying Xu, Gang Xie, Lei Guo, 2020, Sensors.

Effective Classification of Microcalcification Clusters Using Improved Support Vector Machine with Optimised Decision Making

Jinchang Ren, Zheng Wang, John J. Soraghan, 2013, 2013 Seventh International Conference on Image and Graphics.

Effective recognition of MCCs in mammograms using an improved neural classifier

Dong Wang, Jinchang Ren, Jianmin Jiang, 2011, Eng. Appl. Artif. Intell..

Dynamic Hybrid Approaching for Robust Hand-Eye Calibration

Jinchang Ren, Chen Meng, Wei Feng, 2018, BICS.

Robust information hiding in low-resolution videos with quantization index modulation in DCT-CS domain

Qingyun Dai, Jinchang Ren, Huimin Zhao, 2017, Multimedia Tools and Applications.

Strathprints Institutional Repository

Jinchang Ren, Lei Guo, Junwei Han, 2022 .