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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Identifying sensors for better IPM in cotton: NEC1901
McCarthy, Alison, Long, Derek and Grundy, Paul. 2022. Identifying sensors for better IPM in cotton: NEC1901. Australia. Cotton Research and Development Corporation.Technical report
OWSP-Miner: Self-adaptive One-off Weak-gap Strong Pattern Mining
Wu, Youxi, Wang, Xiaohui, Li, Yan, Guo, Lei, Li, Zhao, Zhang, Ji and Wu, Xindong. 2022. "OWSP-Miner: Self-adaptive One-off Weak-gap Strong Pattern Mining." ACM Transactions on Management Information Systems. 13 (3), pp. 1-23. https://doi.org/10.1145/3476247Article
Machine Learning-based Cybersecurity Defence of Wide-area Monitoring Systems
He, Qian, Bai, Feifei, Cui, Yi and Zillmann, Matthew. 2022. "Machine Learning-based Cybersecurity Defence of Wide-area Monitoring Systems." 2022 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). Shanghai, China 08 - 11 Jul 2022 China. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICPSAsia55496.2022.9949686Paper
Improving pasture growth assessment using machine vision
McCarthy, Alison, Raedts, Pieter, Foley, Joseph and Hills, James. 2022. "Improving pasture growth assessment using machine vision." Australasian Dairy Science Symposium 2022 (ADSS 2022). Twin Waters, Australia 30 Nov - 02 Dec 2022Paper
Daylight illumination compensation for in-field camera systems
Moore, Peter L.. 2022. Daylight illumination compensation for in-field camera systems. Masters Thesis Master of Science (Research). University of Southern Queensland. https://doi.org/10.26192/q7q96Masters Thesis
High accuracy smartphone video calibration for human foot surface mapping
Al-Kharaz, Ali A. and Chong, Albert K.. 2018. "High accuracy smartphone video calibration for human foot surface mapping." 2018 3rd IEEE International Conference on Image, Vision and Computing (ICIVC 2018). Chongqing, China 27 - 29 Jun 2018 New York, United States. https://doi.org/10.1109/ICIVC.2018.8492792Paper
A convolution-deconvolution method for improved storage and communication of remotely-sensed image data
Scarmana, Gabriel and McDougall, Kevin. 2018. "A convolution-deconvolution method for improved storage and communication of remotely-sensed image data." Larar, Allen M., Suzuki, Makoto and Wang, Jianyu (ed.) 11th SPIE Asia-Pacific Remote Sensing Symposium 2018: Multispectral, Hyperspectral, and Ultraspectral Remote Sensing Technology, Techniques and Applications VII. Honolulu, United States 24 - 26 Sep 2018 Bellingham, Washington, United States. https://doi.org/10.1117/12.2324451Paper
Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation using Fewer Labelled Audio Data
Haque, Kazi Nazmul, Rana, Rajib, Liu, Jiajun, Hansen, John H. L., Cummins, Nicholas, Busso, Carlos and Schuller, Bjorn W.. 2021. "Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation using Fewer Labelled Audio Data." IEEE ACM Transactions on Audio, Speech, and Language Processing. 29, pp. 2575-2590. https://doi.org/10.1109/TASLP.2021.3098764Article
Application of deep learning on UAV-based aerial images for flood detection
Munawar, Hafiz Suliman, Ullah, Fahim, Qayyum, Siddra and Heravi, Amirhossein. 2021. "Application of deep learning on UAV-based aerial images for flood detection." Smart Cities. 4 (3), pp. 1220-1243. https://doi.org/10.3390/smartcities4030065Article
Automatic disparity search range estimation in deep learning stereo
Perera, Ruveen. 2021. Automatic disparity search range estimation in deep learning stereo. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/m0vj-5p57PhD Thesis
Remote Patient Monitoring Using Radio Frequency Identification (RFID) Technology and Machine Learning for Early Detection of Suicidal Behaviour in Mental Health Facilities
Tao, Xiaohui, Shaik, Thanveer Basha, Higgins, Niall, Gururajan, Raj and Zhou, Xujuan. 2021. "Remote Patient Monitoring Using Radio Frequency Identification (RFID) Technology and Machine Learning for Early Detection of Suicidal Behaviour in Mental Health Facilities." Sensors. 21 (3), pp. 1-20. https://doi.org/10.3390/s21030776Article
3D photogrammetric images to evaluate foot morphology and ankle kinematics during gait of Middle Eastern adults
Al-Kharaz, Ali Abdulmunim Ibrahim. 2021. 3D photogrammetric images to evaluate foot morphology and ankle kinematics during gait of Middle Eastern adults. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/6R0V-JM39PhD Thesis
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." IEEE Intelligent Informatics Bulletin. 20 (1), pp. 42-44.Article
An improved non-local means filter for color image denoising
Wang, Gaihua, Liu, Yang, Xiong, Wei and Li, Yan. 2018. "An improved non-local means filter for color image denoising." Optik. 173, pp. 157-173. https://doi.org/10.1016/j.ijleo.2018.08.013Article
Report from the conference, ‘identifying obstacles to applying big data in agriculture’
White, Emma L., Thomasson, J. Alex, Auvermann, Brent, Kitchen, Newell R., Pierson, Leland Sandy, Porter, Dana, Baillie, Craig, Hamann, Hendrik, Hoogenboom, Gerrit, Janzen, Todd, Khosla, Rajiv, Lowenberg‑DeBoer, James, McIntosh, Matt, Murray, Seth, Osborn, Dave, Shetty, Ashoo, Stevenson, Craig, Tevis, Joe and Werner, Fletcher. 2021. "Report from the conference, ‘identifying obstacles to applying big data in agriculture’." Precision Agriculture. 22 (1), pp. 306-315. https://doi.org/10.1007/s11119-020-09738-yArticle
A Low Redundancy Wavelet Entropy Edge Detection Algorithm
Tao, Yiting, Scully, Thomas, Perera, Asanka G., Lambert, Andrew and Chahl, Javaan. 2021. "A Low Redundancy Wavelet Entropy Edge Detection Algorithm." Journal of Imaging. 7 (9). https://doi.org/10.3390/jimaging7090188Article
New sensing technologies for citrus gall wasp and Fuller’s rose weevil: CT19009
Long, Derek, McCarthy, Alison and Mo, Jianhua. 2021. New sensing technologies for citrus gall wasp and Fuller’s rose weevil: CT19009. Australia. Hort Innovation Austarlia.Technical report
Gender differences in foot morphology of Middle Eastern adults using close-range photogrammetry technique
Al-Kharaz, Ali A. and Chong, Albert. 2021. "Gender differences in foot morphology of Middle Eastern adults using close-range photogrammetry technique." 11th IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE 2021). Malysia 03 - 04 Apr 2021 Malaysia. IEEE. pp. 301-306 https://doi.org/10.1109/ISCAIE51753.2021.9431779Paper
Investigation of tri-planar range of motion of ankle according to gender using photogrammetry technique
Al-Kharaz, Ali and Chong, Albert. 2020. "Investigation of tri-planar range of motion of ankle according to gender using photogrammetry technique." IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC 2020). Taipa, China 21 - 24 Aug 2020 United States. https://doi.org/10.1109/ICSPCC50002.2020.9259455Paper
Enhanced deep learning predictive modelling approaches for pain intensity recognition from facial expression video images
Bargshady, Ghazal. 2020. Enhanced deep learning predictive modelling approaches for pain intensity recognition from facial expression video images. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/kjka-n867PhD Thesis
Developing Learning-Based Preprocessing Methods for Detecting Complicated Vehicle Licence Plates
Al-Shemarry, Meeras Salman and Li, Yan. 2020. "Developing Learning-Based Preprocessing Methods for Detecting Complicated Vehicle Licence Plates." IEEE Access. 8, pp. 170951-170966. https://doi.org/10.1109/ACCESS.2020.3024625Article
Mechatronics and Machine Vision in Practice 3
Billingsley, John and Brett, Peter (ed.) 2018. Mechatronics and Machine Vision in Practice 3. Switzerland. Springer.Edited book
The modeling of human facial pain intensity based on Temporal Convolutional Networks trained with video frames in HSV color space
Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffrey, Whittaker, Frank and Wang, Hua. 2020. "The modeling of human facial pain intensity based on Temporal Convolutional Networks trained with video frames in HSV color space." Applied Soft Computing. 97 (Part A), pp. 1-14. https://doi.org/10.1016/j.asoc.2020.106805Article
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.) 2019 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). 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). New York, United States 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