Yijun Yan

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 48

Top Topics

Change Detection

Machine Learning

Top Venues

Publications

Xusen Cheng, Xiaowen Huang, Bo Yang, Shan Chen, Yijun Yan
How perceived justice leads to stickiness to short-term rental platforms: Unveiling the effect of relationship commitment and trust. Electron. Commer. Res. Appl. 66 (2024)
Yijun Yan, Jinchang Ren, Barry Harrison, Oliver Lewis, Yinhe Li, Ping Ma
Non-Destructive Peat Analysis using Hyperspectral Imaging and Machine Learning. CoRR (2024)
Yinhe Li, Jinchang Ren, Yijun Yan, Ping Ma, Maher Assaad, Zhi Gao
ABBD: Accumulated Band-Wise Binary Distancing for Unsupervised Parameter-Free Hyperspectral Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Xusen Cheng, Yijun Yan, Alex Zarifis
Understanding Users' Response to Chatbots from the Perspective of Interactive Ritual Chain. AMCIS (2024)
Yinhe Li, Jinchang Ren, Yijun Yan, Genyun Sun, Ping Ma
SSA-LHCD: A Singular Spectrum Analysis-Driven Lightweight Network with 2-D Self-Attention for Hyperspectral Change Detection. Remote. Sens. 16 (13) (2024)
Xiaoquan Li, Stephan Weiss, Yijun Yan, Yinhe Li, Jinchang Ren, John J. Soraghan, Ming Gong
Siamese Residual Neural Network for Musical Shape Evaluation in Piano Performance Assessment. CoRR (2024)
Yijun Yan, Jinchang Ren, He Sun, Robert Williams
Nondestructive Quantitative Measurement for Precision Quality Control in Additive Manufacturing Using Hyperspectral Imagery and Machine Learning. IEEE Trans. Ind. Informatics 20 (8) (2024)
Xiaoquan Li, Yijun Yan, John J. Soraghan, Zheng Wang, Jinchang Ren
A Music Cognition-Guided Framework for Multi-pitch Estimation. Cogn. Comput. 15 (1) (2023)
Md Junayed Hasan, Eyad Elyan, Yijun Yan, Jinchang Ren, Md. Mostafa Kamal Sarker
Segmentation Framework for Heat Loss Identification in Thermal Images: Empowering Scottish Retrofitting and Thermographic Survey Companies. CoRR (2023)
Ping Ma, Jinchang Ren, Genyun Sun, Huimin Zhao, Xiuping Jia, Yijun Yan, Jaime Zabalza
Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xiaoquan Li, Stephan Weiss, Yijun Yan, Yinhe Li, Jinchang Ren, John J. Soraghan, Ming Gong
Siamese Residual Neural Network for Musical Shape Evaluation in Piano Performance Assessment. EUSIPCO (2023)
Yijun Yan, Yinhe Li, Hanhe Lin, Md. Mostafa Kamal Sarker, Jinchang Ren, John McCall
Underwater Object Detection for Smooth and Autonomous Operations of Naval Missions: A Pilot Dataset. BICS (2023)
Yijun Yan, Jinchang Ren, Qiaoyuan Liu, Huimin Zhao, Haijiang Sun, Jaime Zabalza
PCA-Domain Fused Singular Spectral Analysis for Fast and Noise-Robust Spectral-Spatial Feature Mining in Hyperspectral Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Md Junayed Hasan, Eyad Elyan, Yijun Yan, Jinchang Ren, Md. Mostafa Kamal Sarker
Segmentation Framework for Heat Loss Identification in Thermal Images: Empowering Scottish Retrofitting and Thermographic Survey Companies. BICS (2023)
Yinhe Li, Jinchang Ren, Yijun Yan, Qiaoyuan Liu, Ping Ma, Andrei Petrovski, Haijiang Sun
CBANet: An End-to-End Cross-Band 2-D Attention Network for Hyperspectral Change Detection in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Rukshani Somarathna, Don Samitha Elvitigala, Yijun Yan, Aaron J. Quigley, Gelareh Mohammadi
Exploring User Engagement in Immersive Virtual Reality Games through Multimodal Body Movements. VRST (2023)
Jing Geng, Xin Zhang, Yijun Yan, Meijun Sun, Huiyuan Zhang, Maher Assaad, Jinchang Ren, Xiaoquan Li
MCCFNet: Multi-channel Color Fusion Network For Cognitive Classification of Traditional Chinese Paintings. Cogn. Comput. 15 (6) (2023)
Yinhe Li, Yijun Yan, Jinchang Ren, Qiaoyuan Liu, Haijiang Sun
MLM-LSTM: Multi-layer Memory Learning Framework Based on LSTM for Hyperspectral Change Detection. BICS (2023)
Hanhe Lin, Hui Men, Yijun Yan, Jinchang Ren, Dietmar Saupe
Crowdsourced Quality Assessment of Enhanced Underwater Images - a Pilot Study. QoMEX (2022)
Yijun Yan, Jinchang Ren, He Sun
Nondestructive Quality Control in Powder Metallurgy using Hyperspectral Imaging. CoRR (2022)
Siyuan Chen, Jinchang Ren, Yijun Yan, Meijun Sun, Fuyuan Hu, Huimin Zhao
Multi-sourced sensing and support vector machine classification for effective detection of fire hazard in early stage. Comput. Electr. Eng. 101 (2022)
Jing Geng, Li'e Ma, Xiaoquan Li, Yijun Yan
PTGCF: Printing Texture Guided Color Fusion for Impressionism Oil Painting Style Rendering. CoRR (2022)
Don Samitha Elvitigala, Rukshani Somarathna, Yijun Yan, Gelareh Mohammadi, Aaron Quigley
Towards using Involuntary Body Gestures for Measuring the User Engagement in VR Gaming. UIST (Adjunct Volume) (2022)
Tian Li, Xiang Chen, Zhen Dong, Weijiang Yu, Yijun Yan, Kurt Keutzer, Shanghang Zhang
Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data. CoRR (2022)
Yijun Yan, Jinchang Ren, Huan Zhao, James F. C. Windmill, Winifred Ijomah, Jesper de Wit, Justus von Freeden
Non-Destructive Testing of Composite Fiber Materials With Hyperspectral Imaging - Evaluative Studies in the EU H2020 FibreEUse Project. IEEE Trans. Instrum. Meas. 71 (2022)
Yijun Yan, Jinchang Ren, Julius Tschannerl, Huimin Zhao, Barry Harrison, Frances Jack
Nondestructive Phenolic Compounds Measurement and Origin Discrimination of Peated Barley Malt Using Near-Infrared Hyperspectral Imagery and Machine Learning. IEEE Trans. Instrum. Meas. 70 (2021)
Yijun Yan, Jinchang Ren, Huan Zhao, James F. C. Windmill, Winifred Ijomah, Jesper de Wit, Justus von Freeden
Nondestructive Testing of Composite Fibre Materials with Hyperspectral Imaging : Evaluative Studies in the EU H2020 FibreEUse Project. CoRR (2021)
Yanmei Chai, Jinchang Ren, Byongjun Hwang, Jian Wang, Dan Fan, Yijun Yan, Shiwei Zhu
Texture-Sensitive Superpixeling and Adaptive Thresholding for Effective Segmentation of Sea Ice Floes in High-Resolution Optical Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. CoRR (2020)
Yijun Yan, Yiguang Liu, Mingqiang Yang, Huimin Zhao, Yanmei Chai, Jinchang Ren
Generic wavelet-based image decomposition and reconstruction framework for multi-modal data analysis in smart camera applications. IET Comput. Vis. 14 (7) (2020)
Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. CVPR Workshops (2020)
Jinchang Ren, Yijun Yan, Huimin Zhao, Ping Ma, Jaime Zabalza, Zain U. Hussain, Shaoming Luo, Qingyun Dai, Sophia Zhao, Aziz Sheikh, Amir Hussain, Huakang Li
A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19. IEEE J. Biomed. Health Informatics 24 (12) (2020)
Yijun Yan, Andrew Young, Jinchang Ren, James Windmill, Winifred L. Ijomah, Tariq S. Durrani
FiberEUse: A Funded Project Towards the Reuse of the End-of-Life Fiber Reinforced Composites with Nondestructive Inspection. CSPS (2019)
Yijun Yan, Sophia Zhao, Yuxi Fang, Yuren Liu, Zhongxin Chen, Jinchang Ren
VIP-STB Farm: Scale-up Village to County/Province Level to Support Science and Technology at Backyard (STB) Program. BICS (2019)
Weizhao Chen, Zhijing Yang, Faxian Cao, Yijun Yan, Meilin Wang, Chunmei Qing, Yongqiang Cheng
Dimensionality reduction based on determinantal point process and singular spectrum analysis for hyperspectral images. IET Image Process. 13 (2) (2019)
Yuxi Fang, He Sun, Yijun Yan, Jinchang Ren, Daming Dong, Zhongxin Chen, Hong Yue, Tariq S. Durrani
Wheat Growth Assessment for Satellite Remote Sensing Enabled Precision Agriculture. CSPS (2019)
Jaime Zabalza, Zixiang Fei, Cuebong Wong, Yijun Yan, Carmelo Mineo, Erfu Yang, Tony Rodden, Jorn Mehnen, Quang-Cuong Pham, Jinchang Ren
Smart Sensing and Adaptive Reasoning for Enabling Industrial Robots with Interactive Human-Robot Capabilities in Dynamic Environments - A Case Study. Sensors 19 (6) (2019)
Yuren Liu, Yijun Yan, Jinchang Ren, Stephen Marshall
Sequence Similarity Alignment Algorithm in Bioinformatics: Techniques and Challenges. BICS (2019)
He Sun, Jinchang Ren, Huimin Zhao, Yijun Yan, Jaime Zabalza, Stephen Marshall
Superpixel based Feature Specific Sparse Representation for Spectral-Spatial Classification of Hyperspectral Images. Remote. Sens. 11 (5) (2019)
Yijun Yan, Jinchang Ren, Huimin Zhao, Genyun Sun, Zheng Wang, Jiangbin Zheng, Stephen Marshall, John J. Soraghan
Cognitive Fusion of Thermal and Visible Imagery for Effective Detection and Tracking of Pedestrians in Videos. Cogn. Comput. 10 (1) (2018)
Yijun Yan, Huimin Zhao, Fu-Jen Kao, Valentin Masero Vargas, Sophia Zhao, Jinchang Ren
Deep Background Subtraction of Thermal and Visible Imagery for Pedestrian Detection in Videos. BICS (2018)
Yijun Yan, Jinchang Ren, Genyun Sun, Huimin Zhao, Junwei Han, Xuelong Li, Stephen Marshall, Jin Zhan
Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement. Pattern Recognit. 79 (2018)
Zhijing Yang, Weizhao Chen, Yijun Yan, Faxian Cao, Nian Cai
Unsupervised Hyperspectral Band Selection Based on Maximum Information Entropy and Determinantal Point Process. BICS (2018)
Jaime Zabalza, Zixiang Fei, Cuebong Wong, Yijun Yan, Carmelo Mineo, Erfu Yang, Tony Rodden, Jorn Mehnen, Quang-Cuong Pham, Jinchang Ren
Making Industrial Robots Smarter with Adaptive Reasoning and Autonomous Thinking for Real-Time Tasks in Dynamic Environments: A Case Study. BICS (2018)
Xiaoquan Li, Yijun Yan, Jinchang Ren, Huimin Zhao, Sophia Zhao, John J. Soraghan, Tariq S. Durrani
Knowledge Based Fundamental and Harmonic Frequency Detection in Polyphonic Music Analysis. CSPS (2017)
Yijun Yan, Jinchang Ren, Huimin Zhao, Jiangbin Zheng, Ezrinda Mohd Zaihidee, John J. Soraghan
Fusion of Thermal and Visible Imagery for Effective Detection and Tracking of Salient Objects in Videos. PCM (2) (2016)
Yijun Yan, Jinchang Ren, Yinsheng Li, James F. C. Windmill, Winifred Ijomah, Kuo-Ming Chao
Adaptive fusion of color and spatial features for noise-robust retrieval of colored logo and trademark images. Multidimens. Syst. Signal Process. 27 (4) (2016)
Jiangbin Zheng, Yanan Liu, Jinchang Ren, Tingge Zhu, Yijun Yan, Heng Yang
Fusion of block and keypoints based approaches for effective copy-move image forgery detection. Multidimens. Syst. Signal Process. 27 (4) (2016)
Yijun Yan, Jinchang Ren, Yinsheng Li, James Windmill, Winifred Ijomah
Fusion of Dominant Colour and Spatial Layout Features for Effective Image Retrieval of Coloured Logos and Trademarks. BigMM (2015)