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2023

Zabalza, Jaime and Murray, Paul and Bennett, Stuart and Campbell, Andrew and Marshall, Stephen and Ren, Jinchang and Yan, Yijun and Bernard, Robert and Hepworth, Steve and Malone, Simon and Cockbain, Neil and Offin, Douglas and Holliday, Craig (2023) Hyperspectral imaging based corrosion detection in nuclear packages. IEEE Sensors Journal, 23 (21). pp. 25607-25617. ISSN 1530-437X

von Freeden, Justus and de Wit, Jesper and Caba, Stefan and Kroll, Susanne and Zhao, Huan and Ren, Jinchang and Yan, Yijun and Arshed, Farhan and Ahmad, Abdul and Xirouchakis, Paul; Colledani, Marcello and Turri, Stefano, eds. (2023) Composite repair and remanufacturing. In: Systemic Circular Economy Solutions for Fiber Reinforced Composites. Springer International Publishing AG, Cham, Switzerland, pp. 191-214. ISBN 9783031223525

2021

Wang, Jiaxing and Yang, Mingqiang and Ding, Zhongjun and Zheng, Qinghe and Wang, Deqiang and Kpalma, Kidiyo and Ren, Jinchang (2021) Detection of the deep-sea plankton community in marine ecosystem with underwater robotic platform. Sensors, 21 (20). 6720. ISSN 1424-8220

Ragab, Dina A. and Attallah, Omneya and Sharkas, Maha and Ren, Jinchang and Marshall, Stephen (2021) A framework for breast cancer classification using Multi-DCNNs. Computers in Biology and Medicine, 131. 104245. ISSN 1879-0534

Sun, Haijiang and Liu, Qiaoyuan and Wang, Jiacheng and Ren, Jinchang and Wu, Yanfeng and Zhao, Huimin and Li, Huakang (2021) Fusion of infrared and visible images for remote detection of low-altitude slow-speed small targets. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. pp. 2971-2983. ISSN 1939-1404

Xi, Yue and Jia, Wenjing and Zheng, Jiangbin and Fan, Xiaochen and Xie, Yefan and Ren, Jinchang and He, Xiangjian (2021) DRL-GAN : dual-stream representation learning GAN for low-resolution image classification in UAV applications. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. pp. 1705-1716. 9286580. ISSN 1939-1404

2020

Ha, Viet Khanh and Ren, Jinchang and Xu, Xinying and Liao, Wenzhi and Zhao, Sophia and Ren, Jie and Yan, Gaowei (2020) Optimized highway deep learning network for fast single image super-resolution reconstruction. Journal of Real-Time Image Processing, 17 (6). pp. 1961-1970.

Ren, Jinchang and Yan, Yijun and Zhao, Huimin and Ma, Ping and Zabalza, Jaime and Hussain, Zain and Luo, Shaoming and Dai, Qingyun and Zhao, Sophia and Sheikh, Aziz and Hussain, Amir (2020) A novel intelligent computational approach to model epidemiological trends and assess the impact of non-pharmacological interventions for COVID-19. IEEE Journal of Biomedical and Health Informatics, 24 (12). pp. 3551-3563. ISSN 2168-2208

Ma, Ping and Ren, Jinchang and Zhao, Huimin and Sun, Genyun and Murray, Paul and Zheng, Jiangbin (2020) Multiscale 2D singular spectrum analysis and principal component analysis for spatial-spectral noise-robust feature extraction and classification of hyperspectral images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. pp. 1233-1245. ISSN 1939-1404

Chai, Yanmei and Ren, Jinchang and Hwang, Byongjun and Wang, Jian and Fan, Dan and Yan, Yijun and Zhu, Shiwei (2020) Texture-sensitive superpixeling and adaptive thresholding for effective segmentation of sea ice floes in high-resolution optical images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. pp. 577-586. ISSN 1939-1404

Tuna, Süha and Töreyin, Behçet Uğur and Demiralp, Metin and Ren, Jinchang and Zhao, Huimin and Marshall, Stephen (2020) Iterative enhanced multivariance products representation for effective compression of hyperspectral images. IEEE Transactions on Geoscience and Remote Sensing. ISSN 0196-2892

Li, Linyan and Sun, Yu and Hu, Fuyuan and Zhou, Tao and Xi, Xuefeng and Ren, Jinchang (2020) Text to realistic image generation with attentional concatenation generative adversarial networks. Discrete Dynamics in Nature and Society, 2020. 6452536. ISSN 1607-887X

Guo, Lei and Xie, Gang and Xu, Xinying and Ren, Jinchang (2020) Effective melanoma recognition using deep convolutional neural network with covariance discriminant loss. Sensors, 20 (20). 5786. ISSN 1424-8220

Fang, Zhenyu and Ren, Jinchang and Sun, He and Marshall, Stephen and Han, Junwei and Zhao, Huimin (2020) SAFDet : a semi-anchor-free detector for effective detection of oriented objects in aerial images. Remote Sensing, 12 (19). 3225. ISSN 2072-4292

Fu, Hang and Sun, Genyun and Ren, Jinchang and Zabalza, Jaime and Zhang, Aizhu and Yao, Yanjuan; (2020) 2D-SSA based multiscale feature fusion for feature extraction and data classification in hyperspectral imagery. In: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium. IEEE, Piscataway, N.J., pp. 76-79. ISBN 9781728163741

Chen, Rongjun and Yu, Yongxing and Xie, Shundao and Zhao, Huimin and Liu, Songjin and Ren, Jinchang and Tan, Hong-Zhou (2020) Rewritable and sustainable 2D barcode for traceability application in smart IoT based fault-tolerant mechanism. Sustainability, 12 (17). 7192. ISSN 2071-1050

Arad, Boaz and Timofte, Radu and Ben-Shahar, Ohad and Lin, Yi Tun and Finlayson, Graham and Givati, Shai and Li, Jiaojiao and Wu, Chaoxiong and Song, Rui and Li, Yunsong and Liu, Fei and Lang, Zhiqiang and Wei, Wei and Zhang, Lei and Nie, Jiangtao and Zhao, Yuzhi and Po, Lai Man and Yan, Qiong and Liu, Wei and Lin, Tingyu and Kim, Youngjung and Shin, Changyeop and Rho, Kyeongha and Kim, Sungho and Zhu, Zhiyu and Hou, Junhui and Sun, He and Ren, Jinchang and Fang, Zhenyu and Yan, Yijun and Peng, Hao and Chen, Xiaomei and Stiebel, Tarek and Koppers, Simon and Merhof, Dorit and Gupta, Honey and Mitra, Kaushik and Fubara, Biebele Joslyn and Sedky, Mohamed and Dyke, Dave and Banerjee, Atmadeep and Palrecha, Akash and Sabarinathan, Sabarinathan and Uma, K. and Vinothini, D. Synthiya and Sathya Bama, B. and Md Mansoor Roomi, S. M.; (2020) NTIRE 2020 challenge on spectral reconstruction from an RGB image. In: Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020. IEEE Computer Society Press, USA, pp. 1806-1822. ISBN 9781728193601

Luo, Fulin and Guo, Tan and Lin, Zhiping and Ren, Jinchang and Zhou, Xiaocheng (2020) Semisupervised hypergraph discriminant learning for dimensionality reduction of hyperspectral image. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13. pp. 4242-4256. ISSN 1939-1404

Fang, Zhenyu and Ren, Jinchang and Marshall, Stephen and Zhao, Huimin and Wang, Zheng and Huang, Kaizhu and Xiao, Bing (2020) Triple loss for hard face detection. Neurocomputing, 398. pp. 20-30. ISSN 0925-2312

Chen, Rongjun and Zheng, Yani and Xu, Xiansheng and Zhao, Huimin and Ren, Jinchang and Tan, Hong Zhou (2020) STEM teaching for the Internet of Things maker course : a teaching model based on the iterative loop. Sustainability, 12 (14). 5758. ISSN 2071-1050

Fu, Hang and Sun, Genyun and Zabalza, Jaime and Zhang, Aizhu and Ren, Jinchang and Jia, Xiuping (2020) A novel spectral-spatial singular spectrum analysis technique for near real-time in-situ feature extraction in hyperspectral imaging. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13. pp. 2214-2225. ISSN 1939-1404

Zhang, Dong and Xie, Gang and Ren, Jinchang and Zhang, Zhe and Bao, Wenliang and Xu, Xinying (2020) Content-sensitive superpixel generation with boundary adjustment. Applied Sciences, 10 (9). 3150. ISSN 2076-3417

Sun, He and Ren, Jinchang and Zhao, Huimin and Sun, Genyun and Liao, Wenzhi and Fang, Zhenyu and Zabalza, Jaime (2020) Adaptive distance-based band hierarchy (ADBH) for effective hyperspectral band selection. IEEE Transactions on Cybernetics. ISSN 2168-2275

Guo, Lei and Xie, Gang and Xu, Xinying and Ren, Jinchang (2020) Exemplar-supported representation for effective class-incremental learning. IEEE Access, 8. pp. 51276-51284. 9034001. ISSN 2169-3536

Li, Songzhou and Xie, Gang and Ren, Jinchang and Guo, Lei and Yang, Yunyun and Xu, Xinying (2020) Urban PM2.5 concentration prediction via attention-based CNN-LSTM. Applied Sciences, 10 (6). 1953. ISSN 2076-3417

Xu, Xinying and Xue, Yujing and Han, Xiaoxia and Zhang, Zhe and Xie, Jue and Ren, Jinchang (2020) Weakly supervised conditional random fields model for semantic segmentation with image patches. Applied Sciences, 10 (5). 1679. ISSN 2076-3417

Liu, Yuren and Yan, Yijun and Ren, Jinchang; Ren, Jinchang and Hussain, Amir and Zhao, Huimin and Huang, Kaizhu and Zheng, Jiangbin and Cai, Jun and Chen, Rongjun and Xiao, Yinyin, eds. (2020) Sequence similarity alignment algorithm in bioinformatics : techniques and challenges. In: Advances in Brain Inspired Cognitive Systems. Springer, CHN, pp. 550-560. ISBN 9783030394318

Fabiyi, Samson Damilola and Vu, Hai and Tachtatzis, Christos and Murray, Paul and Harle, David and Dao, Trung Kien and Andonovic, Ivan and Ren, Jinchang and Marshall, Stephen (2020) Varietal classification of rice seeds using RGB and hyperspectral images. IEEE Access, 8. pp. 22493-22505. ISSN 2169-3536

Hu, Shunshi and Qin, Jianxin and Ren, Jinchang and Zhao, Huimin and Ren, Jie and Hong, Haoran (2020) Automatic extraction of water inundation areas using sentinel-1 data for large plain areas. Remote Sensing, 12 (2). 243. ISSN 2072-4292

2019

Zheng, Penggen and Zhao, Huimin and Zhan, Jin and Yan, Yijun and Ren, Jinchang and Lv, Jujian and Huang, Zhihui (2019) Incremental learning-based visual tracking with weighted discriminative dictionaries. International Journal of Advanced Robotic Systems, 16 (6). pp. 1-13. ISSN 1729-8814

Tschannerl, Julius and Ren, Jinchang and Yuen, Peter and Sun, Genyun and Zhao, Huimin and Yang, Zhijing and Wang, Zheng and Marshall, Stephen (2019) MIMR-DGSA : unsupervised hyperspectral band selection based on information theory and a modified discrete gravitational search algorithm. Information Fusion, 51. pp. 189-200. ISSN 1566-2535

Tschannerl, Julius and Ren, Jinchang and Zhao, Huimin and kao, Fu-Jen and Marshall, Stephen and Yuen, Peter (2019) Hyperspectral image reconstruction using multi-colour and time-multiplexed LED illumination. Optics and Lasers in Engineering, 121. pp. 352-357. ISSN 0143-8166

Fabiyi, Samson Damilola and Vu, Hai and Tachtatzis, Christos and Murray, Paul and Harle, David and Dao, Trung-Kien and Andonovic, Ivan and Ren, Jinchang and Marshall, Stephen (2019) Comparative study of PCA and LDA for rice seeds quality inspection. In: IEEE Africon 2019, 2019-09-25 - 2019-09-27.

Cui, Ximin and Zheng, Ke and Gao, Lianru and Zhang, Bing and Yang, Dong and Ren, Jinchang (2019) Multiscale spatial-spectral convolutional network with image-based framework for hyperspectral imagery classification. Remote Sensing, 11 (19). 2220. ISSN 2072-4292

Ha, Viet Khanh and Ren, Jin Chang and Xu, Xin Ying and Zhao, Sophia and Xie, Gang and Masero, Valentin and Hussain, Amir (2019) Deep learning based single image super-resolution : a survey. International Journal of Automation and Computing, 16 (4). pp. 413-426. ISSN 1476-8186

Zhao, Jing and Ren, Jinchang and Gao, Jinghuai and Tschannerl, Julius and Murray, Paul and Wang, Daxing (2019) Automatic events extraction in pre-stack seismic data based on edge detection in slant-stacked peak amplitude profiles. Journal of Petroleum Science and Engineering, 178. pp. 459-466. ISSN 0920-4105

Feng, Mingchen and Zheng, Jiangbin and Ren, Jinchang and Hussain, Amir and Li, Xiuxiu and Xi, Yue and Liu, Qiaoyuan (2019) Big data analytics and mining for effective visualization and trends forecasting of crime data. IEEE Access, 7. pp. 106111-106123. 8768367. ISSN 2169-3536

Yan, Yijun and Assaad, Maher and Zabalza, Jaime and Ren, Jinchang and Zhao, Huimin (2019) Low cost structured-light based 3D surface reconstruction. International Journal on Smart Sensing and Intelligent Systems, 12 (1). 2. ISSN 1178-5608

Zhang, Aizhu and Sun, Genyun and Ma, Ping and Jia, Xiuping and Ren, Jinchang and Huang, Hui and Zhang, Xuming (2019) Coastal wetland mapping with Sentinel-2 MSI imagery based on gravitational optimized multilayer perceptron and morphological attribute profiles. Remote Sensing, 11 (8). 952. ISSN 2072-4292

Pan, Xuran and Yang, Fan and Gao, Lianru and Chen, Zhengchao and Zhang, Bing and Fan, Hairui and Ren, Jinchang (2019) Building extraction from high-resolution aerial imagery using a generative adversarial network with spatial and channel attention mechanisms. Remote Sensing, 11 (8). 917. ISSN 2072-4292

Wang, Xiao and Zhang, Jianbiao and Zhang, Ai and Ren, Jinchang (2019) TKRD : trusted kernel rootkit detection for cybersecurity of VMs based on machine learning and memory forensic analysis. Mathematical Biosciences and Engineering, 16 (4). pp. 2650-2667. ISSN 1551-0018

Wang, Xiaoming and Zhao, Xinbo and Ren, Jinchang (2019) A new type of eye movement model based on recurrent neural networks for simulating the gaze behavior of human reading. Complexity, 2019. 8641074. ISSN 1099-0526

Padfield, Natasha and Zabalza, Jaime and Zhao, Huimin and Vargas, Valentin Masero and Ren, Jinchang (2019) EEG-based brain-computer interfaces using motor-imagery : techniques and challenges. Sensors, 19 (6). 1423. ISSN 1424-8220

Zabalza, Jaime and Fei, Zixiang and Wong, Cuebong and Yan, Yijun and Mineo, Carmelo and Yang, Erfu and Rodden, Tony and Mehnen, Jorn and Pham, Quang Cuong and Ren, Jinchang (2019) Smart sensing and adaptive reasoning for enabling industrial robots with interactive human-robot capabilities in dynamic environments - a case study. Sensors, 19 (6). 1354. ISSN 1424-8220

Xu, Xinying and Li, Guiqing and Xie, Gang and Ren, Jinchang and Xie, Xinlin (2019) Weakly supervised deep semantic segmentation using CNN and ELM with semantic candidate regions. Complexity, 2019. 9180391. ISSN 1099-0526

Sun, He and Ren, Jinchang and Zhao, Huimin and Yan, Yijun and Zabalza, Jaime and Marshall, Stephen (2019) Superpixel based feature specific sparse representation for spectral-spatial classification of hyperspectral images. Remote Sensing, 11 (5). 536. ISSN 2072-4292

Chen, Zhan-Yu and Gogoi, Ankur and Lee, Shao-Yu and Tsai-Lin, Yuan and Yi, Po-Wei and Lu, Ming-Kuan and Hsieh, Chih-Cheng and Ren, Jinchang and Marshall, Stephen and kao, Fu-Jen (2019) Coherent narrow-band light source for miniature endoscopes. IEEE Journal of Selected Topics in Quantum Electronics, 25 (1). 7100707. ISSN 1077-260X

Qing, Chunmei and Ruan, Jiawei and Xu, Xiangmin and Ren, Jinchang and Zabalza, Jaime (2019) Spatial-spectral classification of hyperspectral images : a deep learning framework with Markov random fields based modeling. IET Image Processing, 13 (2). pp. 235-245. ISSN 1751-9659

Cao, Faxian and Yang, Zhijing and Ren, Jinchang and Chen, Wenchao and Han, Guojun and Shen, Yuzhen (2019) Local block multilayer sparse extreme learning machine for effective feature extraction and classification of hyperspectral images. IEEE Transactions on Geoscience and Remote Sensing. ISSN 0196-2892 (In Press)

Zareappor, Masoumeh and Ren, Jinchang and Zhou, Huiyu and Yang, Wankou (2019) Special section guest editorial : Advances in deep learning for hyperspectral image analysis and classification. Journal of Applied Remote Sensing, 13 (2). 022001. ISSN 1931-3195

Ragab, Dina A. and Sharkas, Maha and Marshall, Stephen and Ren, Jinchang (2019) Breast cancer detection using deep convolutional neural networks and support vector machines. PeerJ, 7. e6201. e6201. ISSN 2167-8359

Xie, Xinlin and Xie, Gang and Xu, Xinying and Cui, Lei and Ren, Jinchang (2019) Automatic image segmentation with superpixels and image-level labels. IEEE Access, 7. pp. 10999-11009. 8607985. ISSN 2169-3536

Tschannerl, Julius and Ren, Jinchang and Jack, Frances and Krause, Julius and Zhao, Huimin and Huang, Wenjiang and Marshall, Stephen (2019) Potential of UV and SWIR hyperspectral imaging for determination of levels of phenolic flavour compounds in peated barley malt. Food Chemistry, 270. pp. 105-112. ISSN 0308-8146

2018

Xi, Yue and Zheng, Jiangbin and Li, Xiuxiu and Xu, Xinying and Ren, Jinchang and Xie, Gang (2018) SR-POD : sample rotation based on principal-axis orientation distribution for data augmentation in deep object detection. Cognitive Systems Research, 52. pp. 144-154.

Zhao, Jing and Ren, Jinchang and Zabalza, Jaime and Gao, Jinghuai and Xu, Xinying and Xie, Gang (2018) Cognitive seismic data modelling based successive differential evolution algorithm for effective exploration of oil-gas reservoirs. Journal of Petroleum Science and Engineering, 171. pp. 1159-1170. ISSN 0920-4105

Wang, Cai-ling and Ren, Jinchang and Wang, Hong-wei and Zhang, Yinyong and Wen, Jia (2018) Spectral-spatial classification of hyperspectral data using spectral-domain local binary patterns. Multimedia Tools and Applications, 77 (22). pp. 29889-29903. ISSN 1380-7501

Tschannerl, Julius and Ren, Jinchang and Zabalza, Jaime and Marshall, Stephen (2018) Segmented autoencoders for unsupervised embedded hyperspectral band selection. In: 7th European Workshop on Visual Information Processing, 2018-11-26 - 2018-11-28.

Sun, He and Ren, Jinchang and Yan, Yijun and Zabalza, Jaime and Marshall, Stephen (2018) Joint kernelized sparse representation classification for hyperspectral imagery. In: Hyperspectral Imaging Applications (HSI) 2018, 2018-10-10 - 2018-10-11.

Tschannerl, Julius and Ren, Jinchang and Marshall, Stephen (2018) Low cost hyperspectral imaging using deep learning based spectral reconstruction. In: Hyperspectral Imaging Applications (HSI) 2018, 2018-10-10 - 2018-10-11.

Ha, Viet Khanh and Ren, Jinchang and Xu, Xinying and Zhao, Sophia and Xie, Gang and Vargas, Valentin Masero; Hussain, Amir and Luo, Bin and Zheng, Jiangbin and Zhao, Xinbo and Liu, Cheng-Lin and Ren, Jinchang and Zhao, Huimin, eds. (2018) Deep learning based single image super-resolution : a survey. In: International Conference on Brain Inspired Cognitive Systems - BICS 2018. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . Springer-Verlag, CHN, pp. 106-119. ISBN 978-3-030-00563-4

Yan, Yijun and Ren, Jinchang and Sun, Genyun and Zhao, Huimin and Han, Junwei and Li, Xuelong and Marshall, Stephen and Zhan, Jin (2018) Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement. Pattern Recognition, 79. pp. 65-78. ISSN 0031-3203

Yan, Yijun and Zhao, Huimin and Kao, Fu-Jen and Vargas, Valentin Masero and Zhao, Sophia and Ren, Jinchang (2018) Deep background subtraction of thermal and visible imagery for redestrian detection in videos. In: 9th International Conference on Brain Inspired Cognitive Systems, 2018-07-07 - 2018-07-08.

Zabalza, Jaime and Fei, Zixiang and Wong, Cuebong and Yan, Yijun and Mineo, Carmelo and Yang, Erfu and Rodden, Tony and Mehnen, Jorn and Pham, Quang-Cuong and Ren, Jinchang (2018) Making industrial robots smarter with adaptive reasoning and autonomous thinking for real-time tasks in dynamic environments : a case study. In: The 9th International Conference on Brain-Inspired Cognitive System​, 2018-07-07 - 2018-07-08, Guangcheng Hotel.

Cao, Faxian and Yang, Zhijing and Ren, Jinchang and Ling, Bingo Wing-Kuen (2018) Convolutional neural network extreme learning machine for effective classification of hyperspectral images. Journal of Applied Remote Sensing, 12 (3). 035003. ISSN 1931-3195

Li, Xiaoquan and Yan, Yijun and Ren, Jinchang and Zhao, Huimin and Zhao, Sophia and Soraghan, John and Durrani, Tariq; Liang, Qilian and Mu, Jiasong and Jia, Min and Wang, Wei and Feng, Xuhong and Zhang, Baoju, eds. (2018) Knowledge based fundamental and harmonic frequency detection in polyphonic music analysis. In: Communications, Signal Processing, and Systems. Springer, CHN, pp. 591-599. ISBN 9789811065705

Qiao, Tong and Yang, Zhijing and Ren, Jinchang and Yuen, Peter and Zhao, Huimin and Sun, Genyun and Marshall, Stephen and Benediktsson, Jon Atli (2018) Joint bilateral filtering and spectral similarity-based sparse representation : a generic framework for effective feature extraction and data classification in hyperspectral imaging. Pattern Recognition, 77. pp. 316-328. ISSN 0031-3203

Zhao, Huimin and Ren, J. -C. and Zhan, Jin and Xiao, Yinyin and Zhao, Sophia Y. and Lei, Fangyuan and Assaad, Maher and Li, Chunying (2018) Compressive sensing based secret signals recovery for effective image steganalysis in secure communications. Multimedia Tools and Applications. ISSN 1380-7501

Feng, Wei and Huang, Wenjiang and Ren, Jinchang (2018) Class imbalance ensemble learning based on the margin theory. Applied Sciences, 8 (5). 815. ISSN 2076-3417

Sun, Meijun and Zhou, Ziqi and Wang, Zheng and Ren, Jinchang and Han, Yahong (2018) Fluid computational model for mineral and vegetal pigments diffusing in Chinese color-ink painting. In: ACM SIGGRAPH Sypmposium on Interactive 3D Graphics and Games, 2018-05-15 - 2018-05-18.

Cao, Faxian and Yang, Zhijing and Ren, Jinchang and Ling, Wing-Kuen and Zhao, Huimin and Sun, Meijun and Benediktsson, Jon Atli (2018) Sparse representation-based augmented multinomial logistic extreme learning machine with weighted composite features for spectral-spatial classification of hyperspectral images. IEEE Transactions on Geoscience and Remote Sensing. ISSN 0196-2892

Wang, Zheng and Ren, Jinchang and Zhang, Dong and Sun, Meijun and Jiang, Jianmin (2018) A deep-learning based feature hybrid framework for spatiotemporal saliency detection inside videos. Neurocomputing, 287. pp. 68-83. ISSN 0925-2312

Zaihidee, Ezrinda Mohd and Ghazali, Kamarul Hawari and Ren, Jinchang and Salleh, Mohd Zuki (2018) A hybrid thermal-visible fusion for outdoor human detection. Journal of Telecommunication, Electronic and Computer Engineering, 10 (1-4). pp. 79-83. ISSN 2289-8131

Yan, Yijun and Ren, Jinchang and Sun, Genyun and Zhao, Huimin and Han, Junwei and Li, Xuelong and Marshall, Stephen and Zhan, Jin (2018) Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement. Pattern Recognition. ISSN 0031-3203

Zhang, Aizhu and Sun, Genyun and Ren, Jinchang and Li, Xiaodong and Wang, Zhenjie and Jia, Xiuping (2018) A dynamic neighborhood learning-based gravitational search algorithm. IEEE Transactions on Cybernetics, 48 (1). pp. 436-447. ISSN 2168-2275

Sun, Genyun and Ma, Ping and Ren, Jinchang and Zhang, Aizhu and Jia, Xiuping (2018) A stability constrained adaptive alpha for gravitational search algorithm. Knowledge Based Systems, 139. pp. 200-213. ISSN 0950-7051

2017

Liu, Qiaoyuan and Wang, Yuru and Yin, Minghao and Ren, Jinchang and Li, Ruizhi (2017) Decontaminate feature for tracking : adaptive tracking via evolutionary feature subset. Journal of Electronic Imaging, 26 (6). 063025. ISSN 1560-229X

Yan, Yijun and Ren, Jinchang and Zhao, Huimin and Sun, Genyun and Wang, Zheng and Zheng, Jiangbin and Marshall, Stephen and Soraghan, John (2017) Cognitive fusion of thermal and visible imagery for effective detection and tracking of pedestrians in videos. Cognitive Computation. ISSN 1866-9964

Cao, Faxian and Yang, Zhijing and Ren, Jinchang and Ling, Wing-Kuen and Zhao, Huimin and Marshall, Stephen (2017) Extreme sparse multinomial logistic regression : a fast and robust framework for hyperspectral image classification. Remote Sensing, 9 (12). ISSN 2072-4292

Md Noor, Siti Salwa and Michael, Kaleena and Marshall, Stephen and Ren, Jinchang (2017) Hyperspectral image enhancement and mixture deep-learning classification of corneal epithelium injury. Sensors, 17 (11). 2644. ISSN 1424-8220

Cao, Faxian and Yang, Zhijing and Ren, Jinchang and Jiang, Mengying and Ling, Wing-Kuen (2017) Linear vs. nonlinear extreme learning machine for spectral-spatial classification of hyperspectral images. Sensors, 17 (11). ISSN 1424-8220

Zabalza, Jaime and Ren, Jinchang and Marshall, Stephen; (2017) Singular spectrum analysis for effective noise removal and improved data classification in hyperspectral imaging. In: 2014 6th Workshop on Hyperspectral Image and Signal Processing. IEEE, CHE. ISBN 9781467390125

Zhao, Huimin and Dai, Qingyun and Ren, J. C. and Wei, Wenguo and Xiao, Yinyin and Li, Chunying (2017) Robust information hiding in low-resolution videos with quantization index modulation in DCT-CS domain. Multimedia Tools and Applications. pp. 1-21. ISSN 1380-7501

Sun, Genyun and Hao, Yanling and Chen, Xiaolin and Ren, Jinchang and Zhang, Aizhu and Huang, Binghu and Zhang, Yuanzhi and Jia, Xiuping (2017) Dynamic post-earthquake image segmentation with an adaptive spectral-spatial descriptor. Remote Sensing, 9 (9). 899. ISSN 2072-4292

Sun, Genyun and Chen, Xiaolin and Ren, Jinchang and Zhang, Aizhu and Jia, Xiuping (2017) Stratified spectral mixture analysis of medium resolution imagery for impervious surface mapping. International Journal of Applied Earth Observations and Geoinformation, 60. pp. 38-48. ISSN 0303-2434

Michael, Kaleena and Siti Salwa Binti Md Noor, S and Tschannerl, Julius and Ren, Jinchang and Marshall, Stephen (2017) The properties of the cornea based on hyperspectral imaging. Investigative Ophthalmology and Visual Science, 58 (8). 2439. ISSN 0146-0404

Sun, Genyun and Zhang, Aizhu and Ren, Jinchang and Ma, Jingsheng and Wang, Peng and Zhang, Yuanzhi and Jia, Xiuping (2017) Gravitation-based edge detection for hyperspectral images. Remote Sensing, 9. 592. ISSN 2072-4292

Tsou, Jinyeu and Gao, Yanfei and Zhang, Yuanzhi and Sun, Genyun and Ren, Jinchang and Li, Yu (2017) Evaluating urban land carrying capacity based on the ecological sensitivity analysis : a case study in Hangzhou, China. Remote Sensing, 9 (6). 529. ISSN 2072-4292

Zabalza, Jaime and Qing, Chunmei and Yuen, Peter and Sun, Genyun and Zhao, Huimin and Ren, Jinchang (2017) Fast implementation of two-dimensional singular spectrum analysis for effective data classification in hyperspectral imaging. Journal of the Franklin Institute. ISSN 0016-0032

Tschannerl, Julius and Ren, Jinchang and Jack, Frances and Marshall, Stephen and Zhao, Huimin (2017) Employing NIR-SWIR hyperspectral imaging to predict the smokiness of Scotch whisky. In: Optical Characterization of Materials 2017, 2017-03-22 - 2017-03-23, Franhofer IOSB.

Qiao, Tong and Ren, Jinchang and Wang, Zheng and Zabalza, Jaime and Sun, Meijun and Zhao, Huimin and Li, Shutao and Benediktsson, Jón Atli and Dai, Qingyun and Marshall, Stephen (2017) Effective denoising and classification of hyperspectral images using curvelet transform and singular spectrum analysis. IEEE Transactions on Geoscience and Remote Sensing, 55 (1). pp. 119-133. ISSN 0196-2892

2016

Yan, Yijun and Ren, Jinchang and Zhao, Huimin and Zheng, Jiangbin and Zaihidee, Ezrinda Mohd and Soraghan, John; Chen, Enqing and Gong, Yihong and Tie, Yun, eds. (2016) Fusion of thermal and visible imagery for effective detection and tracking of salient objects in videos. In: Advances in Multimedia Information Processing - PCM 2016. Lecture Notes in Computer Science . Springer, CHN, pp. 697-704. ISBN 9783319488950

Ren, Jinchang and Han, Junwei and Dalla Mura, Mauro (2016) Special issue on multimodal data fusion for multidimensional signal processing. Multidimensional Systems and Signal Processing, 27 (4). pp. 801-805. ISSN 0923-6082

Polak, Adam and Marshall, Stephen and Ren, Jinchang and Hwang, Byongjun and Hagan, Bernard and Stothard, David J.M. and Rafert, Bruce (2016) Remote oil spill detection and monitoring on ice-covered waters. In: Hyperspectral Imaging and Applications Conference, 2016-10-12 - 2016-10-13, Ricoh Arena.

Tschannerl, Julius and Ren, Jinchang and McKee, David and Marshall, Stephen (2016) An integrated camera system for effective acquisition, capturing and transmission of hyperspectral data. In: Hyperspectral Imaging 2016, 2016-10-12 - 2016-10-13, Ricoh Arena.

Christ, T. and Payne, S. and Yan, Y. and Ren, J. and Edwards, J. and Boyd, M. and Zagnoni, M.; (2016) On-chip formation of 3D spheroids for patient-derived tissue screening. In: 20th International Conference on Miniaturized Systems for Chemistry and Life Sciences (MicroTAS 2016). Chemical and Biological Microsystems Society, IRL, pp. 577-578. ISBN 9781510834163

Zhou, Yan and Zeng, Fan-Zhi and Zhao, Hui-min and Murray, Paul and Ren, Jinchang (2016) Hierarchical visual perception and two-dimensional compressive sensing for effective content-based color image retrieval. Cognitive Computation. ISSN 1866-9964

Noor, S.S.M. and Michael, K. and Marshall, S. and Ren, J. and Tschannerl, J. and Kao, F.J.; Minárik, Ivan and Rybárová, Renata and Trúchly, Peter and Rozinaj, Gregor, eds. (2016) The properties of the cornea based on hyperspectral imaging : optical biomedical engineering perspective. In: Proceedings: the 23rd International Conference on Systems, Signals and Image Processing. IEEE, SVK. ISBN 9781467395557

Polak, Adam and Marshall, Stephen and Ren, Jinchang and Hwang, Byongjun (Phil) and Hagan, Bernard and Stothard, David J. M. (2016) Remote oil spill detection and monitoring beneath sea ice. In: The 2016 European Space Agency Living Planet Symposium, 2016-05-09 - 2016-05-13.

Polak, Adam and Marshall, Stephen and Ren, Jinchang and Hwang, Byongjun (Phil) and Hagan, Bernard and Stothard, David J.M. (2016) Remote oil spill detection and monitoring beneath sea ice. In: The 2016 European Space Agency Living Planet Symposium, 2016-05-09 - 2016-05-13. (Unpublished)

Rafert, J. Bruce and Zabalza, Jaime and Marshall, Stephen and Ren, Jinchang (2016) Singular spectrum analysis : a note on data processing for Fourier transform hyperspectral imagers. Applied Spectroscopy. ISSN 0003-7028

Zheng, Jiangbin and Liu, Yanan and Ren, Jinchang and Zhu, Tingge and Yan, Yijun and Yang, Heng (2016) Fusion of block and keypoints based approaches for effective copy-move image forgery detection. Multidimensional Systems and Signal Processing. ISSN 0923-6082

Zabalza, Jaime and Ren, Jinchang and Zheng, Jiangbin and Zhao, Huimin and Qing, Chunmei and Yang, Zhijing and Du, Peijun and Marshall, Stephen (2016) Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging. Neurocomputing, 185. pp. 1-10. ISSN 0925-2312

Yan, Yijun and Ren, Jinchang and Li, Yinsheng and Windmill, James F C and Ijomah, Winifred and Chao, Kuo Ming (2016) Adaptive fusion of color and spatial features for noise-robust retrieval of colored logo and trademark images. Multidimensional Systems and Signal Processing. pp. 1-24. ISSN 0923-6082

2015

Qiao, Tong and Ren, Jinchang and Yang, Zhijing and Qing, Chunmei and Zabalza, Jaime and Marshall, Stephen (2015) Visible hyperspectral imaging for lamb quality prediction. Technisches Messen, 82 (12). pp. 643-652. ISSN 2196-7113

Zhu, Qiming and Ren, Jinchang and Barclay, David and McCormack, Samuel and Thomson, Willie; (2015) Automatic animal detection from Kinect sensed images for livestock monitoring and assessment. In: 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing (CIT/IUCC/DASC/PICOM). IEEE, GBR, pp. 1154-1157. ISBN 9781509001545

Sun, Meijun and Zhang, Dong and Ren, Jinchang and Wang, Zheng and Jin, Jesse S.; (2015) Brushstroke based sparse hybrid convolutional neural networks for author classification of Chinese ink-wash paintings. In: Proceedings - International Conference on Image Processing, ICIP. IEEE, CAN, pp. 626-630. ISBN 9781479983391

Zhao, Huimin and Ren, Jinchang (2015) Cognitive computation of compressed sensing for watermark signal measurement. Cognitive Computation. ISSN 1866-9964

Sun, Meijun and Zhang, Dong and Wang, Zheng and Ren, Jinchang and Chai, Bolong and Sun, Jizhou (2015) What's wrong with the murals at the Mogao Grottoes : a near-infrared hyperspectral imaging method. Scientific Reports, 5. 14371. ISSN 2045-2322

Zabalza, Jaime and Ren, Jinchang and Marshall, Stephen (2015) 'On the fly' dimensionality reduction for hyperspectral image acquisition. In: 23rd European Signal Processing Conference, 2015 (EUSIPCO 2015), 2015-08-31 - 2015-09-04.

Zabalza, Jaime and Ren, Jinchang and Zheng, Jiangbin and Han, Junwei and Zhao, Huimin and Li, Shutao and Marshall, Stephen (2015) Novel two dimensional singular spectrum analysis for effective feature extraction and data classification in hyperspectral imaging. IEEE Transactions on Geoscience and Remote Sensing, 53 (8). pp. 4418-4433. ISSN 0196-2892

Han, Junwei and Zhang, Dingwen and Hu, Xintao and Guo, Lei and Ren, Jinchang and Wu, Feng (2015) Background prior-based salient object detection via deep reconstruction residual. IEEE Transactions on Circuits and Systems for Video Technology, 25 (8). pp. 1309-1321. ISSN 1051-8215

Cheng, Gong and Han, Junwei and Guo, Lei and Liu, Zhenbao and Bu, Shuhui and Ren, Jinchang (2015) Effective and efficient midlevel visual elements-oriented land-use classification using VHR remote sensing images. IEEE Transactions on Geoscience and Remote Sensing, 53 (8). pp. 4238-4249. ISSN 0196-2892

Ren, Jinchang and Hwang, Byongjun and Murray, Paul and Sakhalkar, Soumitra and McCormack, Samuel; (2015) Effective SAR sea ice image segmentation and touch floe separation using a combined multi-stage approach. In: 2015 IEEE International Geoscience and Remote Sensing Symposium. IEEE, ITA, pp. 1040-1043. ISBN 9781479979295

Ren, Jinchang and Zeng, Xuexing and McKee, David; (2015) Segmentation of multispectral images and prediction of ChI-a concentration for effective ocean colour remote sensing. In: 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IEEE, ITA, pp. 2303-2306. ISBN 9781479979295

Qiao, Tong and Ren, Jinchang and Craigie, Cameron and Zabalza, Jaime and Maltin, Charlotte and Marshall, Stephen (2015) Singular spectrum analysis for improving hyperspectral imaging based beef eating quality evaluation. Computers and Electronics in Agriculture, 115. pp. 21-25. ISSN 0168-1699

Zabalza, Jaime and Ren, Jinchang and Wang, Zheng and Zhao, Huimin and Wang, Jun and Marshall, Stephen (2015) Fast implementation of singular spectrum analysis for effective feature extraction in hyperspectral imaging. IEEE Journal of Selected Topics in Earth Observation and Remote Sensing, 8 (6). pp. 2845-2853. ISSN 1939-1404

Han, Junwei and Zhang, Dingwen and Cheng, Gong and Guo, Lei and Ren, Jinchang (2015) Object detection in optical remote sensing images based on weakly supervised learning and high-level feature learning. IEEE Transactions on Geoscience and Remote Sensing, 53 (6). pp. 3325-3337. ISSN 0196-2892

Zheng, Jiangbin and Zhu, Tingge and Li, Zhe and Xing, Weiwei and Ren, Jinchang (2015) Exposing image forgery by detecting traces of feather operation. Journal of Visual Languages and Computing, 27. pp. 9-18. ISSN 1095-8533

Yan, Yijun and Ren, Jinchang and Li, Yinsheng and Windmill, James and Ijomah, Winifred; (2015) Fusion of dominant colour and spatial layout features for effective image retrieval of coloured logos and trademarks. In: 2015 IEEE International Conference on Multimedia Big Data. IEEE, 306 - 311. ISBN 978-1-4799-8688-0

Zheng, Jiangbin and Zuo, Xinxin and Ren, Jinchang and Wang, Sen (2015) Multiple depth maps integration for 3D reconstruction using geodesic graph cuts. International Journal of Software Engineering and Knowledge Engineering, 2015. ISSN 0218-1940

Qiao, Tong and Ren, Jinchang and Zabalza, Jaime and Marshall, Stephen; Beyerer, Jürgen and Puente León, Fernando and Längle, Thomas, eds. (2015) Prediction of lamb eating quality using hyperspectral imaging. In: OCM (Optical Characterization of Materials) 2015. KIT scientific publishing, DEU, pp. 15-25. ISBN 978-3-7315-0318-7

Qiao, T. and Ren, J. and Craigie, C. and Zabalza, J. and Maltin, Ch. and Marshall, S (2015) Quantitative prediction of beef quality using visible and NIR spectroscopy with large data samples under industry conditions. Journal of Applied Spectroscopy, 82 (1). ISSN 0021-9037

Sakhalkar, Soumitra and Ren, Jinchang and Hwang, Phil and Murray, Paul (2015) Effective SAR image segmentation and sea-ice floe distribution analysis via kernel graph cuts based feature extraction and fusion. In: 4th International Conference on SENSOR NETWORKS, 2015-02-11 - 2015-02-13, ESEO, Angers, Loire Valley.

Fang, Leyuan and Li, Shutao and Duan, Wuhui and Ren, Jinchang and Benediktsson, Jon Atli (2015) Classification of hyperspectral images by exploiting spectral-spatial information of superpixel via multiple kernels. IEEE Transactions on Geoscience and Remote Sensing. ISSN 0196-2892

Zhang, Yi and Ren, Jinchang and Jiang, Jianmin (2015) Combining MLC and SVM classifiers for learning based decision making : analysis and evaluations. Computational Intelligence and Neuroscience, 2015. 423581. ISSN 1687-5273

Chai, Yanmei and Ren, Jie and Zhao, Huimin and Li, Yang and Ren, Jinchang and Murray, Paul (2015) Hierarchical and multi-featured fusion for effective gait recognition under variable scenarios. Pattern Analysis and Applications. ISSN 1433-755x

Sun, Meijun and Zhang, Dong and Wang, Zheng and Ren, Jinchang and Jin, Jesse S. (2015) Monte Carlo convex hull model for classification of traditional Chinese paintings. Neurocomputing. ISSN 0925-2312

Wang, Zheng and Ren, Gaojun and Sun, Meijun and Ren, Jinchang and Jin, Jesse S. (2015) Ranking highlight level of movie clips : a template based adaptive kernel SVM method. Journal of Visual Languages and Computing, 27. pp. 49-59. ISSN 1095-8533

2014

Ijitona, Tolulope Bamidele and Ren, Jinchang and Hwang, Phil Byongjun; (2014) SAR sea ice image segmentation using watershed with intensity-based region merging. In: 2014 IEEE International Conference on Computer and Information Technology, CIT 2014. IEEE, CHN, pp. 168-172. ISBN 9781479962389

Zabalza, Jaime and Ren, Jinchang and Wang, Zheng and Marshall, Stephen and Wang, Jun (2014) Singular spectrum analysis for effective feature extraction in hyperspectral imaging. IEEE Geoscience and Remote Sensing Letters, 11 (11). pp. 1886-1890. ISSN 1545-598X

Qiao, Tong and Ren, Jinchang and Craigie, Cameron and Zabalza, Jaime and Maltin, Charlotte and Marshall, Stephen (2014) Comparison between near infrared spectroscopy and hyperspectral imaging in predicting beef eating quality. In: Hyperspectral Imaging and Applications Conference (HSI 2014), 2014-10-15 - 2014-10-16, Ricoh Arena.

Ren, Jinchang and Vlachos, Theodore and Zhang, Yi and zheng, J. and Jiang, Jianmin (2014) Gradient-based subspace phase correlation for fast and effective image alignment. Journal of Visual Communication and Image Representation, 25 (7). pp. 1558-1565. ISSN 1047-3203

Qiao, Tong and Ren, Jinchang and Zabalza, Jaime and Craigie, Cameron and Maltin, Charlotte and Marshall, Stephen (2014) Singular spectrum analysis for hyperspectral imaging based beef eating quality evaluation: a new pre-processing method. In: Farm Animal IMaging (FAIM), 2014-09-25 - 2014-09-26.

Zabalza, Jaime and Clemente, Carmine and Di Caterina, Gaetano and Ren, Jinchang and Soraghan, John J. and Marshall, Stephen (2014) Robust PCA for micro-doppler classification using SVM on embedded systems. IEEE Transactions on Aerospace and Electronic Systems, 50 (3). pp. 2304-2310. ISSN 0018-9251

Zabalza, Jaime and Ren, Jinchang and Ren, Jie and Liu, Zhe and Marshall, Stephen (2014) Structured covariance principal component analysis for real-time onsite feature extraction and dimensionality reduction in hyperspectral imaging. Applied Optics, 53 (20). pp. 4440-4449. 208226. ISSN 1559-128X

Ren, Jinchang and Zabalza, Jaime and Marshall, Stephen and Zheng, Jiangbin (2014) Effective feature extraction and data reduction with hyperspectral imaging in remote sensing. IEEE Signal Processing Magazine, 31 (4). pp. 149-154. ISSN 1053-5888

Zabalza, Jaime and Ren, Jinchang and Yang, Mingqiang and Zhang, Yi and Wang, Jun and Marshall, Stephen and Han, Junwei (2014) Novel folded-PCA for improved feature extraction and data reduction with hyperspectral imaging and SAR in remote sensing. ISPRS Journal of Photogrammetry and Remote Sensing, 93. pp. 112-122.

Zeng, Xuexing and Ren, Jinchang and Wang, Zheng and Marshall, Stephen and Durrani, Tariq (2014) Copulas for statistical signal processing (Part I) : extensions and generalization. Signal Processing, 94. pp. 691-702. ISSN 0165-1684

Zeng, Xuexing and Ren, Jinchang and Sun, Meijun and Marshall, Stephen and Durrani, Tariq (2014) Copulas for statistical signal processing (part II) : simulation, optimal selection and practical applications. Signal Processing, 94. pp. 681-690. ISSN 0165-1684

Polak, Adam and Marshall, Stephen and Ren, Jinchang and Stothard, David J.M. (2014) Classification for hyperspectral imaging. In: IDC in Optics and Photonics Technologies Annual Conference, 2014-07-17 - 2014-07-17, Heriot-Watt Univeristy. (Unpublished)

Qiao, Tong and Ren, Jinchang and Sun, Meijun and Zheng, Jiangbin and Marshall, Stephen (2014) Effective compression of hyperspectral imagery using an improved 3D DCT approach for land cover analysis in remote sensing applications. International Journal of Remote Sensing, 35 (20). pp. 7316-7337. ISSN 0143-1161

Li, Xiaohui and Ren, Jinchang and Zhao, Chunhui and Qiao, Tong and Marshall, Stephen (2014) Novel multivariate vector quantization for effective compression of hyperspectral imagery. Optics Communications, 332. pp. 192-200. OPTICS19339. ISSN 0030-4018

2013

Ren, Jinchang and Wang, Zheng and Sun, Meijun and Soraghan, John; (2013) Effective classification of microcalcification clusters using improved support vector machine with optimised decision making. In: Seventh International Conference on Image and Graphics (ICIG), 2013. IEEE, GBR, pp. 390-393. ISBN 9780769550503

Qiao, Tong and Ren, Jinchang and Zabalza, Jaime and Craigie, Cameron and Maltin, Charlotte (2013) Use of hyperspectral imaging technologies for prediction of beef meat quality. In: Farm Animal IMaging (FAIM) II, 2013-10-29 - 2013-10-30.

Wang, Zheng and Ren, Jinchang and Wang, Yubin and Sun, Meijun and Jiang, Jianmin (2013) Reliable camera motion estimation from compressed MPEG videos using machine learning approach. Optical Engineering, 52 (5). 057401. ISSN 0091-3286

Kelman, Timothy and Ren, Jinchang and Marshall, Stephen (2013) Effective classification of Chinese tea samples in hyperspectral imaging. Artificial Intelligence Research, 2 (4). ISSN 1927-6974

Qiao, Tong and Ren, Jinchang and Craigie, Cameron and Marshall, Stephen and Maltin, Charlotte; (2013) Effective compression of hyperspectral imagery using improved three dimensional discrete cosine transform. In: 6th UK, Europe, China Millimeter Waves and THz Technology Workshop (UCMMT), 2013. IEEE, ITA.

Zhao, Chunhui and Li, Xiaohui and Ren, Jinchang and Marshall, Stephen (2013) Improved sparse representation using adaptive spatial support for effective target detection in hyperspectral imagery. International Journal of Remote Sensing, 34 (24). pp. 8669-8684. ISSN 0143-1161

2012

Feng, Yue and Ren, Jinchang and Jiang, Jianmin and Halvey, Martin and Jose, Joemon M. (2012) Effective venue image retrieval using robust feature extraction and model constrained matching for mobile robot localization. Machine Vision and Applications, 23 (5). pp. 1011-1027. ISSN 0932-8092

Zabalza, Jaime and Ren, Jinchang and Clemente, Carmine and Di Caterina, Gaetano and Soraghan, John; (2012) Embedded SVM on TMS320C6713 for signal prediction in classification and regression applications. In: 2012 5th European DSP Education and Research Conference (EDERC). IEEE, pp. 90-94. ISBN 978-1-4673-4595-8

Zeng, Xuexing and Ren, Jinchang and McKee, David and Lavender, Samantha and Marshall, Stephen (2012) Pixel clustering and hyperspectral image segmentation for ocean colour remote sensing. In: Hyperspectral Imaging Conference, 2012-05-15 - 2012-05-16.

Ren, Jinchang and Marshall, Stephen and Craigie, Cameron and Maltin, Charlotte (2012) Quantitative assessment of beef quality with hyperspectral imaging using machine learning techniques. In: Hyperspectral Imaging Conference, 2012-05-15 - 2012-05-16.

Kelman, Timothy and Marshall, Stephen and Ren, Jinchang and Gilchrist, John (2012) Rotational scanning techniques for hyperspectral imaging. In: Hyperspectral Imaging Conference, 2012-05-15 - 2012-05-16.

Ren, Jinchang (2012) ANN vs. SVM : which one performs better in classification of MCCs in mammogram imaging. Knowledge Based Systems, 26. pp. 144-153. ISSN 0950-7051

2011

Jiang, Jianmin and Kohler, J and Mac Williams, Carmen and Zaletelj, Janez and Güntner, Georg and Horstmann, Heike and Ren, Jinchang and Löffler, Jobst and Weng, Ying (2011) LIVE : an integrated production and feedback system for intelligent and interactive TV broadcasting. IEEE Transactions on Broadcasting, 57 (3). pp. 646-661. ISSN 0018-9316

Alkhateeb, Jawad H. and Pauplin, Olivier and Ren, Jinchang and Jiang, Jianmin (2011) Performance of hidden Markov model and dynamic Bayesian network classifiers on handwritten Arabic word recognition. Knowledge Based Systems, 24 (5). pp. 680-688. ISSN 0950-7051

Alkhateeb, Jawad H. and Ren, Jinchang and Jiang, Jianmin and Al-Muhtaseb, Husni (2011) Offline handwritten Arabic cursive text recognition using hidden markov models and re-ranking. Pattern Recognition Letters, 32 (8). pp. 1081-1088. ISSN 0167-8655

Feng, Yue and Ren, Jinchang and Jiang, Jianmin (2011) Object-based 2D-to-3D video conversion for effective stereoscopic content generation in 3D-TV applications. IEEE Transactions on Broadcasting, 57 (2). pp. 500-509. ISSN 0018-9316

Ren, Jinchang and Kelman, Timothy and Marshall, Stephen (2011) Adaptive clustering of spectral components for band selection in hyperspectral imagery. In: Hyperspectral Imaging Conference 2011, 2011-05-17 - 2011-05-18, University of Strathclyde.

Kelman, Timothy and Ren, Jinchang and Marshall, Stephen (2011) Classification of chinese tea samples for food quality control using hyperspectral imaging. In: Hyperspectral Imaging Conference 2011, 2011-05-17 - 2011-05-18, University of Strathclyde.

Feng, Y. and Ren, Jinchang and Jiang, J. (2011) Generic framework for content-based stereo image/video retrieval. Electronics Letters, 47 (2). pp. 97-98. ISSN 0013-5194

2010

Jiang, J. and Trundle, P. and Ren, Jinchang (2010) Medical imaging analysis with artificial neural networks. Computerized Medical Imaging and Graphics, 34 (8). pp. 617-631.

Feng, Y. and Ren, Jinchang and Jiang, J. (2010) Mixed ranking scheme for video retrieval. Electronics Letters, 46 (24). pp. 1600-1601. ISSN 0013-5194

Ren, Jinchang and Jiang, J. and Feng, Y. (2010) Activity-driven content adaptation for effective video summarisation. Journal of Visual Communication and Image Representation, 21 (8). pp. 930-938.

Ren, Jinchang and Xu, M. and Orwell, J. and Jones, G. (2010) Multi-camera video surveillance for real-time analysis and reconstruction of soccer games. Machine Vision and Applications, 21 (6). pp. 855-863.

Chen, J. and Ren, Jinchang and Jiang, J. (2010) Modelling of content-aware indicators for effective determination of shot boundaries in compressed MPEG videos. Multimedia Tools and Applications, 54 (2). pp. 219-239. ISSN 1380-7501

Ren, Jinchang and Vlachos, T. (2010) Detection of dirt impairments from archived film sequences : survey and evaluations. Optical Engineering, 49 (6). 067005. ISSN 0091-3286

Ren, Jinchang and Jiang, J. and Chen, J. and Ipson, S. (2010) Extracting objects and events from MPEG sequences for video highlights indexing and retrieval. Journal of Multimedia, 5 (2). pp. 95-103.

Ren, Jinchang and Jiang, J. and Vlachos, T. (2010) High-accuracy sub-pixel motion estimation from noisy images in Fourier domain. IEEE Transactions on Image Processing, 19 (5). pp. 1379-1384. ISSN 1057-7149

Wang, Dong and Ren, Jinchang and Jiang, Jianmin and Ipson, Stan S.; (2010) Applying feature selection for effective classification of microcalcification clusters in mammograms. In: Proceedings for 10th International Conference for Computer and Information Technology (CIT). IEEE, GBR, pp. 1384-1387. ISBN 9781424475476

Ren, Jinchang and Jiang, J. and Wang, D. and Ipson, S. (2010) Fusion of intensity and inter-component chromatic difference for effective and robust colour edge detection. IET Image Processing, 4 (4). pp. 294-301.

Ren, Jinchang and Vlachos, T. and Argyriou, V.; (2010) Immersive and perceptual human-computer interaction using computer vision techniques. In: Proceedings of the 2010 IEEE computer society conference on computer vision and pattern recognition workshops (cvprw). IEEE, USA, pp. 66-72. ISBN 9781424470297

2009

AlKhateeb, J. H. and Jiang, J. and Ren, Jinchang and Ipson, S.; Strangio, Maurizio A, ed. (2009) Interactive knowledge discovery for baseline estimation and word segmentation in handwritten arabic text. In: Recent advances in technologies. InTech. ISBN 978-953-307-017-9

Ren, Jinchang and Jiang, Jianmin (2009) Hierarchical modelling and adaptive clustering for real-time summarization of rush videos. IEEE Transactions on Multimedia, 11 (5). pp. 906-917. ISSN 1520-9210

Ren, Jinchang and Jiang, J. and Chen, J. (2009) Shot boundary detection in MPEG videos using local and global indicators. IEEE Transactions on Circuits and Systems for Video Technology, 19 (8). pp. 1234-1238. ISSN 1051-8215

AlKhateeb, J. H. and Jiang, J. and Ren, Jinchang and Ipson, S. (2009) Component-based Segmentation of words from handwritten Arabic text. International Journal of Computer Systems Science and Engineering, 5 (1).

Ren, Jinchang and Jiang, J.; (2009) Extracting semantics and content adaptive summarisation for effective video retrieval. In: Proceedings of EU NEM Summit. UNSPECIFIED, pp. 1-11.

AlKhateeb, J. H. and Ren, Jinchang and Jiang, J. and Ipson, S. (2009) Multi-class class classification of unconstrained handwritten Arabic words using machine learning approaches. Open Signal Processing Journal, 2 (1). pp. 21-28.

Ren, Jinchang and Orwell, J. and Jones, G. and Xu, M. (2009) Tracking the soccer ball using multiple fixed cameras. Computer Vision and Image Understanding, 113 (5). pp. 633-642.

AlKhateeb, J. H. and Ren, Jinchang and Jiang, J. and Ipson, S.; (2009) Unconstrained Arabic Handwritten Word Feature Extraction: A Comparative Study. In: Proceedings of the 2009 Sixth International Conference on Information Technology: New Generations. IEEE, USA, pp. 1655-1656. ISBN 978-1-4244-3770-2

2008

Ren, Jinchang and Xu, M. and Orwell, J. and Jones, G. (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

Ren, Jinchang and Wang, D. and Jiang, J. and Ipson, S.; (2008) Fusion of Intensity and Channel Difference for Improved Colour Edge Detection. In: Proceedings of Visual Information Engineering. UNSPECIFIED, CHN, pp. 18-22. ISBN 978-0-86341-914-0

Ren, Jinchang and Jiang, J. and Eckes, Christian; (2008) Hierarchical modeling and adaptive clustering for real-time summarization of rush videos in TRECVID’08. In: TVS'08 Proc. of the 2nd ACM TRECVID Video Summarisation Workshop. ACM, New York, NY, GBR, pp. 26-30. ISBN 978-1-60558-309-9

AlKhateeb, J. H. and Ren, Jinchang and Ipson, S. and Jiang, J.; Latifi, S, ed. (2008) Knowledge-based baseline detection and optimal thresholding for words segmentation in efficient pre-processing of handwritten arabic text. In: Proceedings of the 5th international conference on information technology. IEEE, USA, pp. 1158-1159. ISBN 9780769530994

Ren, Jinchang and Chen, Juan and Jiang, Jianmin and Ipson, Stan S.; Huang, De-Shuang and Wunsch II, Donald C. and Levine, Daniel S. and Jo, Kang-Hyun, eds. (2008) Knowledge-supported Segmentation and Semantic Contents Extraction from MPEG Videos for Highlight-based Annotation, Indexing and Retrieval. In: Advanced intelligent computing theories and applications. Lecture Notes in Computer Science . Springer, CHN, pp. 258-265. ISBN 9783540874409

Wang, D. and Ren, Jinchang and Jiang, J. and Ipson, S.; (2008) Skin detection from different color spaces for model-based face detection. In: Communications in Computer and Information Science. Communications in Computer and Information Science, 15 (14). Springer, CHN, pp. 487-494.

AlKhateeb, J. H. and Ren, Jinchang and Jiang, Jianmin and Ipson, S. and Haikal, El Abed; (2008) Word-based handwritten arabic scripts recognition using DCT features and neural network classifier. In: 2008 5th International multi-conference on systems, signals and devices. IEEE, JOR, pp. 486-490. ISBN 9781424422050

2007

Ren, Jinchang and Vlachos, T.; (2007) Detection and Recovery of Film Dirt for Archive Restoration Applications. In: Proceedings of IEEE International Conference on Image Processing, 2007. (ICIP 2007). IEEE, USA, pp. 21-24. ISBN 978-1-4244-1437-6

Ren, Jinchang and Jiang, J. and Chen, J.; (2007) Determination of Shot Boundary in MPEG Videos for TRECVID 2007. In: Proceedings of TRECVID 2007. UNSPECIFIED.

Ren, Jinchang and Vlachos, T. (2007) Efficient detection of temporally impulsive dirt impairments in archived films. Signal Processing, 87 (3). pp. 541-551. ISSN 0165-1684

Ren, Jinchang and Vlachos, T. (2007) Missing-data recovery from dirt sparkles on degraded color films. Optical Engineering : Journal of the Society of Photo-Optical Instrumentation Engineers, 46 (7). 077001.

Ren, Jinchang and Vlachos, T. (2007) Segmentation-assisted detection of dirt impairments in archived film sequences. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 37 (2). pp. 463-470.

Ren, Jinchang and Jiang, J.; Talon, J B and Philips, W and Popescu, D and Scheunders, P, eds. (2007) Statistical classification of skin color pixels from MPEG videos. In: Advanced concepts for intelligent vision systems, proceedings. Lecture notes in computer science . Springer, Berlin, pp. 395-405. ISBN 9783540746065

2006

Chai, Y. and Ren, Jinchang and Zhao, R. and Jia, J.; (2006) Automatic gait recognition using dynamic variance features. In: Proceedings of 7th International Conference of Automatic Face and Gesture Recognition (FG2006). IEEE, Southampton, UK, pp. 475-480.

Ren, Jinchang and Orwell, J. and Jones, G.; (2006) Generating ball trajectory in soccer video sequences. In: CVBASE '06: ECCV Computer Vision Based Analysis in Sport Environments workshop. UNSPECIFIED.

Ren, Jinchang and Vlachos, T. (2006) Non-motion-compensated region-based dirt detection for film archive restoration. Optical Engineering : Journal of the Society of Photo-Optical Instrumentation Engineers, 45 (8). 087004(1-6).