4603. Computer vision and multimedia computation
| Title | 4603. Computer vision and multimedia computation |
|---|---|
| Parent | 46. Information and Computing Sciences |
Latest research outputs
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A process for the accurate reconstruction of pre-filtered and compressed digital aerial images
Scarmana, Gabriel and McDougall, Kevin. 2020. "A process for the accurate reconstruction of pre-filtered and compressed digital aerial images." 11th International Symposium on Digital Earth (ISDE 11). Florence, Italy 24 - 27 Sep 2019 Florence, Italy. https://doi.org/10.1088/1755-1315/509/1/012047Paper
Developing new techniques to improve licence plate detection systems for complicated and low quality vehicle images
Al-Shemarry, Meeras Salman Juwad. 2020. Developing new techniques to improve licence plate detection systems for complicated and low quality vehicle images. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/cbeg-yw22PhD Thesis
Pedobarography assessment of hindfoot gender in Middle Eastern adults during gait
Al-Kharaz, Ali A., Chong, Albert and Abbas, Nibras S.. 2020. "Pedobarography assessment of hindfoot gender in Middle Eastern adults during gait." Wysocki, Tadeusz A. and Wysocki, Beata J. (ed.) 13th International Conference on Signal Processing and Communication Systems (ICSPCS 2019). Gold Coast, Australia 16 - 18 Dec 2019 United States. https://doi.org/10.1109/ICSPCS47537.2019.9008466Paper
Knowledge discovery for health risk prediction
Pham, Thuan. 2020. Knowledge discovery for health risk prediction. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/jj7h-9231PhD Thesis
Analysis of Gender Related Foot Morphology in Iraqi Adults Using Videogrammetry During Gait
Al-Kharaz, Ali A. and Chong, Albert. 2019. "Analysis of Gender Related Foot Morphology in Iraqi Adults Using Videogrammetry During Gait." 9th IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE 2019). Kota Kinabalu, Malaysia 27 - 28 Apr 2019 United States. https://doi.org/10.1109/ISCAIE.2019.8743984Paper
Ensemble neural network approach detecting pain intensity from facial expressions
Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffrey, Whittaker, Frank and Wang, Hua. 2020. "Ensemble neural network approach detecting pain intensity from facial expressions." Artificial Intelligence in Medicine. 109, pp. 1-12. https://doi.org/10.1016/j.artmed.2020.101954Article
Automated prediction of sepsis using temporal convolutional network
Kok, Christopher, Jahmunah, V., Oh, Shu Lih, Zhou, Xujuan, Gururajan, Raj, Tao, Xiaohui, Cheong, Kang Hao, Gururajan, Rashmi, Molinari, Filippo and Acharya, U. Rajendra. 2020. "Automated prediction of sepsis using temporal convolutional network." Computers in Biology and Medicine. 127, pp. 1-10. https://doi.org/10.1016/j.compbiomed.2020.103957Article
Machine vision App for automated cotton insect counting: initial development and first results
Long, Derek, Grundy, Paul and McCarthy, Alison. 2019. "Machine vision App for automated cotton insect counting: initial development and first results." Australian Association of Cotton Scientists 2019 Australian Cotton Research Conference (AACS 2019). Armidale, Australia 28 - 30 Oct 2019Presentation
Human Head Modelling Simulation Applied to Electroconvulsive Therapy
Menezes de Oliveira, Marilia, Song, Bo, Ahfock, Tony, Li, Yan and Wen, Paul. 2018. "Human Head Modelling Simulation Applied to Electroconvulsive Therapy." Abreu de Souza, Mauren, Remigio Gamba, Humberto and Pedrini, Helio (ed.) Multi-Modality Imaging: Applications and Computational Techniques. Cham, Switzerland. Springer. pp. 103-133Edited book (chapter)
Impact of anthropometric characteristics on the medial longitudinal arch in static and dynamic loading using photogrammetry images
Al-Kharaz, Ali A. and Chong, Albert K.. 2020. "Impact of anthropometric characteristics on the medial longitudinal arch in static and dynamic loading using photogrammetry images." Series on Biomechanics. 34 (2), pp. 56-61.Article
Visual tools for aiding remote control systems experiments with embedded controllers
Maiti, Ananda, Maxwell, Andrew D. and Kist, Alexander A.. 2019. "Visual tools for aiding remote control systems experiments with embedded controllers." Auer, Michael E. and Langmann, Reinhard (ed.) 15th International Conference on Remote Engineering and Virtual Instrumentation (REV 2018): Smart Industry and Smart Education. Duesseldorf, Germany 21 - 23 Mar 2018 Switzerland. Springer. https://doi.org/10.1007/978-3-319-95678-7_46Paper
K-complexes Detection in EEG Signals using Fractal and Frequency Features Coupled with an Ensemble Classification Model
Al-Salman, Wessam, Li, Yan and Wen, Peng. 2019. "K-complexes Detection in EEG Signals using Fractal and Frequency Features Coupled with an Ensemble Classification Model." Neuroscience. 422, pp. 119-133. https://doi.org/10.1016/j.neuroscience.2019.10.034Article
Deep learning for real‑time fruit detection and orchard fruit load estimation: benchmarking of ‘MangoYOLO’
Koirala, A, Walsh, K.B, Wang, Z and McCarthy, C. 2019. "Deep learning for real‑time fruit detection and orchard fruit load estimation: benchmarking of ‘MangoYOLO’." Precision Agriculture. 20 (6), pp. 1107-1135. https://doi.org/10.1007/s11119-019-09642-0Article
Object detection resource usage within a remote real-time video stream
Smith, Mark, Maiti, Ananda, Maxwell, Andrew D. and Kist, Alexander A.. 2017. "Object detection resource usage within a remote real-time video stream." Auer, Michael E. and Zutin, Danilo G. (ed.) 14th International Conference on Remote Engineering and Virtual Instrumentation (REV 2017): Online Engineering & Internet of Things:. New York, USA 15 - 17 Mar 2017 Switzerland. https://doi.org/10.1007/978-3-319-64352-6_25Paper
Detection of EEG K-Complexes Using Fractal Dimension of Time Frequency Images Technique Coupled With Undirected Graph Features
Al-Salman, Wessam, Li, Yan and Wen, Paul. 2019. "Detection of EEG K-Complexes Using Fractal Dimension of Time Frequency Images Technique Coupled With Undirected Graph Features ." Frontiers in Neuroinformatics. 13 (45), pp. 1-19. https://doi.org/10.3389/fninf.2019.00045Article
An Efficient Texture Descriptor for the Detection of License Plates From Vehicle Images in Difficult Conditions
Al-Shemarry, Meeras Salman, Li, Yan and Abdulla, Shahab. 2020. "An Efficient Texture Descriptor for the Detection of License Plates From Vehicle Images in Difficult Conditions." IEEE Transactions on Intelligent Transportation Systems. 21 (2), pp. 553-564. https://doi.org/10.1109/TITS.2019.2897990Article
Machine vision tracking of water advance in cotton surface irrigation with an unmanned aerial system
Long, Derek. 2018. Machine vision tracking of water advance in cotton surface irrigation with an unmanned aerial system. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5f643ba5ce22bPhD Thesis
An End-to-End Hierarchical Classification Approach for Similar Gesture Recognition
Wu, Di, Sharma, Nabin and Blumenstein, Michael. 2019. "An End-to-End Hierarchical Classification Approach for Similar Gesture Recognition." 2018 International Conference on Image and Vision Computing New Zealand (IVCNZ). Auckland, New Zealand 19 - 21 Nov 2018 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IVCNZ.2018.8634660Paper
Similar Gesture Recognition using Hierarchical Classification Approach in RGB Videos
Wu, Di, Sharma, Nabin and Blumenstein, Michael. 2019. "Similar Gesture Recognition using Hierarchical Classification Approach in RGB Videos." 2018 Digital Image Computing: Techniques and Applications (DICTA). Canberra, Australia 10 - 13 Dec 2018 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/DICTA.2018.8615804Paper
Adversarial action data augmentation for similar gesture action recognition
Wu, Di, Chen, Junjun, Sharma, Nabin, Pan, Shirui, Long, Guodong and Blumenstein, Michael. 2019. "Adversarial action data augmentation for similar gesture action recognition." 2019 International Joint Conference on Neural Networks (IJCNN). Budapest, Hungary 14 - 19 Jul 2019 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IJCNN.2019.8851993Paper
A joint deep neural network model for pain recognition from face
Bargshady, Ghazal, Soar, Jeffrey, Zhou, Xujuan, Deo, Ravinesh, Whittaker, Frank and Wang, Hua. 2019. "A joint deep neural network model for pain recognition from face." 4th IEEE International Conference on Computer and Communication Systems (ICCCS 2019). Singapore 23 - 25 Feb 2019 Singapore. pp. 52-56 https://doi.org/10.1109/CCOMS.2019.8821779Paper
High-resolution image generation using warping transformations
Scarmana, Gabriel. 2009. "High-resolution image generation using warping transformations." Assuncao, P. and Faria, S. (ed.) 2009 International Conference on Signal Processing and Multimedia Applications (SIGMAP 2009) . Milan, Italy 07 - 10 Jul 2009 Milan, Italy. https://doi.org/10.5220/0002225900490056Paper
Augmented reality and natural user interface applications for remote laboratories
Maiti, Ananda, Smith, Mark, Maxwell, Andrew D. and Kist, Alexander A.. 2018. "Augmented reality and natural user interface applications for remote laboratories." Auer, Michael E., Azad, Abul K. M., Edwards, Aurther and de Jong, Ton (ed.) Cyber-physical laboratories in engineering and science education. Switzerland. Springer. pp. 79-109Edited book (chapter)
Automatic plant features recognition using stereo vision for crop monitoring
Mohammed Amean, Zainab. 2017. Automatic plant features recognition using stereo vision for crop monitoring. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5c09b962f0cc5PhD Thesis
Image fusion and enhancement using triangulated irregular networks
Scarmana, G.. 2017. "Image fusion and enhancement using triangulated irregular networks." Remondino, Fabio and Shortis, Mark R. (ed.) Videometrics, Range Imaging and Applications XIV Conference . Munich, Germany 26 - 29 Jun 2017 Bellingham, Washington, United States. https://doi.org/10.1117/12.2279443Paper
Precision weed detection via colour and depth data fusion in real-time for automatic spot spraying
Rees, Steven. 2015. Precision weed detection via colour and depth data fusion in real-time for automatic spot spraying. PhD Thesis Doctor of Philosophy. University of Southern Queensland.PhD Thesis
Robust feature-based automated multi-view human action recognition system
Chou, Kuang-Pen, Prasad, Mukesh, Wu, Di, Sharma, Nabin, Li, Dong-Lin, Lin, Yu-Feng, Blumenstein, Michael, Lin, Wen-Chieh and Lin, Chin-Teng. 2018. "Robust feature-based automated multi-view human action recognition system." IEEE Access. 6, pp. 15283-15296. https://doi.org/10.1109/ACCESS.2018.2809552Article
Fixed camera system for phenology measurements during the 2018 field season
McCarthy, Alison and Raine, Steven. 2018. Fixed camera system for phenology measurements during the 2018 field season. United States. Monsanto.Technical report
Smart Automated Broad-acre Irrigation (Smarter Irrigation for Profit RRDP1603)
Foley, J.P., Gillies, M.H. and McCarthy, A.C.. 2018. Smart Automated Broad-acre Irrigation (Smarter Irrigation for Profit RRDP1603). Australia. Cotton Research and Development Corporation.Technical report
Data selection in EEG signals classification
Wang, Shuaifang, Li, Yan, Wen, Peng and Lai, David. 2016. "Data selection in EEG signals classification." Physical and Engineering Sciences in Medicine. 39 (1), pp. 157-165. https://doi.org/10.1007/s13246-015-0414-xArticle
Machine vision in agriculture
Billingsley, John. 2011. "Machine vision in agriculture." Glinski, Jan, Horabik, Jozef and Lipiec, Jerzy (ed.) Encyclopedia of Agrophysics. Netherlands. Springer. pp. 433-435Edited book (chapter)
Row and water front detection from UAV thermal-infrared imagery for furrow irrigation monitoring
Long, Derek, McCarthy, Cheryl and Jensen, Troy. 2016. "Row and water front detection from UAV thermal-infrared imagery for furrow irrigation monitoring." 2016 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM 2016). Banff, Canada 12 - 15 Jul 2016 https://doi.org/10.1109/AIM.2016.7576783Paper
A video-based imaging technique for accurate foot measures during different weight bearing conditions
Alshadli, Duaa, Newsham-West, Richard, Chong, Albert and Milburn, Peter. 2014. "A video-based imaging technique for accurate foot measures during different weight bearing conditions." Xie, Dong, Yang, Ron, Sun, Jinguang, Wang, Lipo, Hui, Xiaowei and Chen, Ying (ed.) 7th International Conference on Biomedical Engineering and Informatics (BMEI 2014). Dalian, China 14 - 16 Oct 2014 Piscataway, NJ. United States. https://doi.org/10.1109/BMEI.2014.7002756Paper
Assessing the dynamic foot mobility magnitude using an image-based analysis system
Alshadli, Duaa, Chong, Albert, Newsham-West, Richard and Milburn, Peter. 2014. "Assessing the dynamic foot mobility magnitude using an image-based analysis system." Xie, Dong, Yang, Ron, Sun, Jinguang, Wang, Lipo, Hui, Xiaowei and Chen, Ying (ed.) 7th International Conference on Biomedical Engineering and Informatics (BMEI 2014). Dalian, China 14 - 16 Oct 2014 United States. https://doi.org/10.1109/BMEI.2014.7002759Paper
Error-resilient multi-view video coding for next generation 3-D video broadcasting
Gao, Pan, Xiang, Wei, Billingsley, John and Zhang, Yongbing. 2013. "Error-resilient multi-view video coding for next generation 3-D video broadcasting." 4th International Conference on Information and Communication Technology Convergence (ICTC 2013): Future Creative Convergence Technologies for New ICT Ecosystems. Jeju Island, South Korea 14 - 16 Oct 2013 United States. https://doi.org/10.1109/ICTC.2013.6675545Paper
Virtual learning spaces: getting them right for students
Reedy, Natasha, Clark, Terry, Horner, Vicki-Ellen, Lehane, Pat and Rose, Jayln. 2013. "Virtual learning spaces: getting them right for students." 36th Higher Education Research and Development Society of Australasia Conference (HERDSA 2013). Auckland, New Zealand 01 - 04 Jul 2013 Sydney, Australia.Paper
Positive Influence Dominating Set Games
Wang, Guangyuan, Wang, Hua, Tao, Xiaohui, Zhang, Ji, Yi, Xun and Yong, Jianming. 2014. "Positive Influence Dominating Set Games." Hou, Jiang-Liang, Trappey, Amy J. C., Wu, Chien-Wei, Chang, Kuo-Hao, Liao, Chuing-Shou, Shen, Wei-Ming, Barthes, Jean-Paul and Luo, Jun-Zhou (ed.) 18th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2014). Hsinchu, Taiwan 21 - 23 May 2014 United States. https://doi.org/10.1109/CSCWD.2014.6846890Paper
Adopting hybrid descriptors to recognise leaf images for automatic plant specie identification
Al-kharaz, Ali A., Tao, Xiaohui, Zhang, Ji and Lafta, Raid. 2016. "Adopting hybrid descriptors to recognise leaf images for automatic plant specie identification." Li, Jinyan, Li, Xue, Wang, Shuliang, Li, Jianxin and Sheng, Quan Z. (ed.) 12th International Conference on Advanced Data Mining and Applications (ADMA 2016). Gold Coast, QLD, Australia 12 - 15 Dec 2016 Switzerland. https://doi.org/10.1007/978-3-319-49586-6_15Paper
Joining the game and the experiment in peer-to-peer remote laboratories for STEM education
Maiti, Ananda, Maxwell, Andrew D., Kist, Alexander A. and Orwin, Lindy. 2015. "Joining the game and the experiment in peer-to-peer remote laboratories for STEM education." Restivo, Maria Teresa (ed.) 3rd Experiment@International Conference 2015 (exp.at'15). Ponta Delgada, Portugal 02 - 04 Jun 2015 https://doi.org/10.1109/EXPAT.2015.7463268Paper
Fuzzy and non-fuzzy approaches for digital image classification
Diykh, Mohammed and Li, Yan. 2016. "Fuzzy and non-fuzzy approaches for digital image classification." Journal of Theoretical and Applied Information Technology. 95 (4), pp. 858-870.Article