460306. Image processing


Title460306. Image processing
Parent4603. Computer vision and multimedia computation

Latest research outputs

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Calibrating Minolta VIVID 910 3D laser scanner for medical mapping
Majid, Zulkepli, Chong, Albert and Setan, Halim. 2006. "Calibrating Minolta VIVID 910 3D laser scanner for medical mapping." New Zealand Surveyor.

Article

Civil infrastructure damage and corrosion detection: an application of machine learning
Munawar, Hafiz Suliman, Ullah, Fahim, Shahzad, Danish, Heravi, Amirhossein, Qayyum, Siddra and Akram, Junaid. 2022. "Civil infrastructure damage and corrosion detection: an application of machine learning." Buildings. 12 (2). https://doi.org/10.3390/buildings12020156

Article

Clustering technique-based least square support vector machine for EEG signal classification
Siuly, S., Li, Yan and Wen, Peng (Paul). 2011. "Clustering technique-based least square support vector machine for EEG signal classification." Computer Methods and Programs in Biomedicine. 104 (3), pp. 358-372. https://doi.org/10.1016/j.cmpb.2010.11.014

Article

Commercialisation of precision agriculture technologies in the macadamia industry
Rees, Steven, Dunn, Mark, Werkman, Peter and McCarthy, Cheryl. 2009. Commercialisation of precision agriculture technologies in the macadamia industry. Toowoomba, Australia. University of Southern Queensland.

Project report

Compressing images using contours
Scarmana, Gabriel. 2011. "Compressing images using contours." 2011 Surveying and Spatial Sciences Conference: Innovation in Action: Working Smarter (SSSC 2011). Wellington, New Zealand 21 - 25 Nov 2011 Rotorua, New Zealand.

Paper

Computer-based method of determining the path of a HIFU beam through tissue layers from medical images to improve cancer treatment
McCarthy, E. and Pather, S.. 2008. "Computer-based method of determining the path of a HIFU beam through tissue layers from medical images to improve cancer treatment." Billingsley, John and Bradbeer, Robin (ed.) Mechatronics and machine vision in practice . Berlin, Germany. Springer. pp. 289-302

Edited book (chapter)

Coordinate systems integration for development of Malaysian craniofacial database
Rajion, Zainul, Suwardhi, Deni, Setan, Halim, Chong, Albert K., Majid, Zulkepli, Ahmad, Anuar B., Samsudin, Abdul Rani, Izhar, Ab. Aziz and Harun, Wan Ab. Rahman Wan. 2005. "Coordinate systems integration for development of Malaysian craniofacial database." 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2005). Shanghai, China 01 - 04 Sep 2005 Piscataway, NJ. United States.

Paper

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-x

Article

Data validation in a 3D cadastre
Karki, Sudarshan, Thompson, Rod and McDougall, Kevin. 2010. "Data validation in a 3D cadastre." Neutens, Tijs and de Maeyer, Philippe (ed.) Developments in 3D geo-information sciences. Heidelberg, Germany. Springer. pp. 92-122

Edited book (chapter)

Deep boundary‑aware clustering by jointly optimizing unsupervised representation learning
Wang, Ru, Li, Lin, Wang, Peipei, Tao, Xiaohui and Liu, Peiyu. 2022. "Deep boundary‑aware clustering by jointly optimizing unsupervised representation learning." Multimedia Tools and Applications. 81 (24), p. 34309–34324. https://doi.org/10.1007/s11042-021-11597-2

Article

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.2019.00045

Article

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.2020.3024625

Article

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

Development of a prototype precision spot spray system using image analysis and plant identification technology
Rees, Steven, McCarthy, Cheryl, Artizzu, X. P. B., Baillie, Craig and Dunn, Mark. 2009. "Development of a prototype precision spot spray system using image analysis and plant identification technology." Banhazi, T. M. and Saunders, C. (ed.) SEAg 2009: Agricultural Technologies In a Changing Climate. Brisbane, Australia 13 - 16 Sep 2009 Brisbane, Australia.

Paper

Development of a smart livestock farming tool for identifying animal growth using artificial intelligence
Tscharke, Matthew J.. 2012. Development of a smart livestock farming tool for identifying animal growth using artificial intelligence. PhD Thesis Doctor of Philosophy. University of Southern Queensland.

PhD Thesis

Digital image blurring-deblurring process for improved storage and transmission
Scarmana, Gabriel. 2015. "Digital image blurring-deblurring process for improved storage and transmission." IEEE International Geoscience and Remote Sensing Symposium 2015 (IGARSS 2015): Remote Sensing: Understanding the Earth for a Safer World. Milan, Italy 26 - 31 Jul 2015 Milan, Italy. https://doi.org/10.1109/IGARSS.2015.7325818

Paper

Effects of spatial resolution on measurement of landscape function using the landscape leakiness calculator
Dunwoody, Ernest, Apan, Armando and Liu, Xiaoye. 2013. "Effects of spatial resolution on measurement of landscape function using the landscape leakiness calculator." Surveying and Spatial Sciences Conference (SSSC 2013): Collect, Connect, Capitalise. Canberra, Australia 17 - 19 Apr 2013 Canberra, Australia.

Paper

Effects of the number of hidden nodes used in a structured-based neural network on the reliability of image classification
Zou, Weibao, Li, Yan and Tang, Arthur. 2009. "Effects of the number of hidden nodes used in a structured-based neural network on the reliability of image classification." Neural Computing and Applications. 18 (3), pp. 249-260. https://doi.org/10.1007/s00521-008-0177-3

Article

Epidemic Source Identification Based on Infection Graph Learning
Hong, Xingyun, Yu, Ting, Li, Zhao and Zhang, Ji. 2024. "Epidemic Source Identification Based on Infection Graph Learning." 7th International Joint Conference on Asia-Pacific Web and Web-Age Information Management (APWeb-WAIM 2023). Wuhan, China 06 - 08 Oct 2023 Singapore . Springer. https://doi.org/10.1007/978-981-97-2303-4_16

Paper

Error resilience analysis of wireless image transmission using JPEG, JPEG 2000 and JPWL
Xiang, Wei, Clemence, Andrew, Leis, John and Wang, Yafeng. 2009. "Error resilience analysis of wireless image transmission using JPEG, JPEG 2000 and JPWL." 7th International Conference on Information, Communications and Signal Processing (ICICS 2009). Macau, China 08 - 10 Dec 2009 Piscataway, NJ. United States. https://doi.org/10.1109/ICICS.2009.5397742

Paper

Error resilience performance evaluation of H.264 I-frame and JPWL for wireless image transmission
Alajel, Khalid Mohamed, Xiang, Wei and Leis, John. 2010. "Error resilience performance evaluation of H.264 I-frame and JPWL for wireless image transmission." Wysocki, Beata J. and Wysocki, Tadeusz A. (ed.) 2010 4th International Conference on Signal Processing and Communication Systems (ICSPCS 2010). Gold Coast, Australia 13 - 15 Dec 2010 United States. https://doi.org/10.1109/ICSPCS.2010.5709766

Paper

Exploiting HD camcorders for close-up human movement applications
Chong, Albert K.. 2012. "Exploiting HD camcorders for close-up human movement applications." The Photogrammetric Record. 27 (138), pp. 227-237. https://doi.org/10.1111/j.1477-9730.2012.00673.x

Article

Facial depth forgery detection based on image gradient
Xu, Kun, Yang, Gaoming, Fang, Xianjin and Zhang, Ji. 2023. "Facial depth forgery detection based on image gradient." Multimedia Tools and Applications. 82 (19), pp. 29501-29525. https://doi.org/10.1007/s11042-023-14626-4

Article

Fast face swapping with high-fidelity lightweight generator assisted by online knowledge distillation
Yang, Gaoming, Ding, Yifeng, Fang, Xianjin, Zhang, Ji and Chu, Yan. 2024. "Fast face swapping with high-fidelity lightweight generator assisted by online knowledge distillation." The Visual Computer. https://doi.org/10.1007/s00371-024-03414-2

Article

Fast intermode selection for HEVC video coding using phase correlation
Podder, Pallab Kanti, Paul, Manoranjan, Murshed, Manzur and Chakraborty, Subrata. 2014. "Fast intermode selection for HEVC video coding using phase correlation." 2014 International Conference on Digital lmage Computing: Techniques and Applications (DlCTA 2014). Wollongong, Australia 25 - 27 Nov 2014 https://doi.org/10.1109/DICTA.2014.7008109

Paper

FDS_2D: rethinking magnitude-phase features for DeepFake detection
Yang, Gaoming, Wei, Anxing, Fang, Xianjin and Zhang, Ji. 2023. "FDS_2D: rethinking magnitude-phase features for DeepFake detection." Multimedia Systems. 29 (4), pp. 2399-2413. https://doi.org/10.1007/s00530-023-01118-6

Article

Feature assessment in object-based forest classification using airborne LiDAR data and high spatial resolution satellite imagery
Zhang, Zhenyu, Liu, Xiaoye and Wright, Wendy. 2014. "Feature assessment in object-based forest classification using airborne LiDAR data and high spatial resolution satellite imagery." Gamba, Paolo, Xian, George, Wang, Guangxing, Zhu, Jianjun and Weng, Qihao (ed.) 3rd International Workshop on Earth Observation and Remote Sensing Applications (EORSA 2014): Global Change and Sustainable Development: A Remote Sensing Perspective. Changsha, China 11 - 14 Jun 2014 Piscataway, NJ. United States. https://doi.org/10.1109/EORSA.2014.6927920

Paper

Future farming: Machine vision for in-season nitrogen assessment of grain crops
McCarthy, Alison and Baillie, Craig. 2020. "Future farming: Machine vision for in-season nitrogen assessment of grain crops." 2020 Precision Agriculture Symposium Webinar. Virtual 30 Sep 2020 Sydney, Australia.

Presentation

Future farming: Machine vision for nitrogen assessment in grain crops
McCarthy, Alison and Baillie, Craig. 2020. "Future farming: Machine vision for nitrogen assessment in grain crops." GRDC Grains Research Update: Driving Profit Through Research. Goondiwindi, Australia 03 - 04 Mar 2020 Australia.

Paper

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/ISCAIE51753.2021.9431779

Paper

Geometric and radiometric characteristics of a prototype surveillance system
Ariff, Mohd Farid Mohd, Chong, Albert K., Majid, Zulkepli and Setan, Halim. 2013. "Geometric and radiometric characteristics of a prototype surveillance system." Measurement. 46 (1), pp. 610-620. https://doi.org/10.1016/j.measurement.2012.09.001

Article

Ground truth extraction from LiDAR data for image orthorectification
Liu, Xiaoye and Zhang, Zhenyu. 2008. "Ground truth extraction from LiDAR data for image orthorectification." Weng, Qihao, Zhang, Jixian, Liu, Zhengjun and Wang, Jing (ed.) 2008 International Workshop on Earth Observation and Remote Sensing Applications. Beijing, China 30 Jun - 02 Jul 2008 China. https://doi.org/10.1109/EORSA.2008.4620320

Paper

Hierarchical Aggregation Based Knowledge Graph Embedding for Multi-task Recommendation
Wang, Yani, Zhang, Ji, Zhou, Xiangmin and Zhang, Yang. 2023. "Hierarchical Aggregation Based Knowledge Graph Embedding for Multi-task Recommendation." 6th International Joint Conference on Asia-Pacific Web and Web-Age Information Management (APWeb-WAIM 2022). Nanjing, China 25 - 27 Nov 2022 Switzerland . https://doi.org/10.1007/978-3-031-25201-3_13

Paper

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.2018.8492792

Paper

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/10.5220/0002225900490056

Paper

Human detection in surveillance videos and its applications - a review
Paul, Manoranjan, Haque, Shah M. E. and Chakraborty, Subrata. 2013. "Human detection in surveillance videos and its applications - a review." Eurasip Journal on Advances in Signal Processing. 1 (176), pp. 1-16. https://doi.org/10.1186/1687-6180-2013-176

Article

Human foot plantar surface shape change during gait
AL-Baghdadi, Jasim Ahmed Ali, Chong, Albert K., McDougall, Kevin, Milburn, Peter and Newsham-West, Richard. 2013. "Human foot plantar surface shape change during gait." Toby, Hung (ed.) 31st International Conference on Biomechanics in Sports (ISBS 2013). Taipei, Taiwan 07 - 11 Jul 2013 Taipei, Taiwan.

Paper

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. 103-133

Edited book (chapter)

Human Photogrammetry: Foundational Techniques for Creative Practitioners
Boe, Trendt and Carter, Chris. 2020. "Human Photogrammetry: Foundational Techniques for Creative Practitioners." International Journal of Computer Graphics and Animation (IJCGA). 10 (1), pp. 1-20. https://doi.org/10.5121/ijcga.2020.10101

Article

HVS-based quality assessment metrics for 3-D images
Li, Sumei, Xiang, Wei, Cheng, Fuwei, Zhao, Ruichao and Hou, Chunping. 2010. "HVS-based quality assessment metrics for 3-D images ." Huang, Xinhan (ed.) 2nd WRI Global Congress on Intelligent Systems (GCIS 2010) . Wuhan, China 16 - 17 Dec 2010 Los Alamitos, CA, United States. https://doi.org/10.1109/GCIS.2010.273

Paper