4603. Computer vision and multimedia computation


Title4603. Computer vision and multimedia computation
Parent46. Information and Computing Sciences

Latest research outputs

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Cycle-Consistent Diverse Image Synthesis from Natural Language
Chen, Zhi and Luo, Yadan. 2019. "Cycle-Consistent Diverse Image Synthesis from Natural Language." 2019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW). Shanghai, China 08 - 12 Jul 2019 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICMEW.2019.00085

Paper

The sixth visual object tracking vot2018 challenge results
Kristan, Matej, Leonardis, Ales, Matas, Jiří, Felsberg, Michael, Pflugfelder, Roman, Zajc, Luka Čehovin, Vojír̃, Tomáš, Bhat, Goutam, Lukežič, Alan, Eldesokey, Abdelrahman, Fernández, Gustavo, García-Martín, Álvaro, Iglesias-Arias, Álvaro, Alatan, A. Aydin, González-García, Abel, Petrosino, Alfredo, Memarmoghadam, Alireza, Vedaldi, Andrea, Muhič, Andrej, ..., He, Zhiqun. 2019. "The sixth visual object tracking vot2018 challenge results." European Conference on Computer Vision 2018 Workshops. Munich, Germany 09 - 14 Sep 2018 Germany. Springer. https://doi.org/10.1007/978-3-030-11009-3_1

Paper

Visdrone-sot2018: The vision meets drone single-object tracking challenge results
Wen, Longyin, Zhu, Pengfei, Du, Dawei, Bian, Xiao, Ling, Haibin, Hu, Qinghua, Liu, Chenfeng, Cheng, Hao, Liu, Xiaoyu, Ma, Wenya, Nie, Qinqin, Wu, Haotian, Wang, Lianjie, Perera, Asanka G., Zhang, Baochang, Heo, Byeongho, Liu, Chunlei, Li, Dongdong, Michail, Emmanouil, ..., He, Zhiqun. 2019. "Visdrone-sot2018: The vision meets drone single-object tracking challenge results." European Conference on Computer Vision 2018 Workshops. Munich, Germany 09 - 14 Sep 2018 Germany. Springer. https://doi.org/10.1007/978-3-030-11021-5_28

Paper

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.2018.8634660

Paper

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.2018.8615804

Paper

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.2019.8851993

Paper

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.2019.8821779

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

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. 79-109

Edited 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/10.26192/5c09b962f0cc5

PhD 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/10.1117/12.2279443

Paper

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.2018.2809552

Article

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-x

Article

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. 433-435

Edited 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.2016.7576783

Paper

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.2014.7002756

Paper

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.2014.7002759

Paper

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). Jeju Island, South Korea 14 - 16 Oct 2013 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICTC.2013.6675545

Paper

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.2014.6846890

Paper

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_15

Paper

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.2015.7463268

Paper

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

A rate–distortion optimized error-resilient algorithm for multi-view video coding
Gao, Pan, Xiang, Wei, Peng, Qiang and Billingsley, John. 2016. "A rate–distortion optimized error-resilient algorithm for multi-view video coding." Circuits, Systems and Signal Processing. 35 (1), pp. 301-323. https://doi.org/10.1007/s00034-015-0065-x

Article

Adaptive weighted non-parametric background model for efficient video coding
Chakraborty, Subrata, Paul, Manoranjan, Murshed, Manzur and Ali, Mortuza. 2017. "Adaptive weighted non-parametric background model for efficient video coding." Neurocomputing. 226, pp. 35-45. https://doi.org/10.1016/j.neucom.2016.11.016

Article

Quality of experience enhancement through adapting sender bit rate
Qadir, Safeen and Kist, Alexander A.. 2013. "Quality of experience enhancement through adapting sender bit rate." Mozar, Stefan (ed.) 2013 IEEE Region 10 International Conference (TENCON Spring 2013). Sydney, Australia 17 - 19 Apr 2013 United States. https://doi.org/10.1109/TENCONSpring.2013.6584493

Paper

Recent advances in video-based human action recognition using deep learning: A review
Wu, Di, Sharma, Nabin and Blumenstein, Michael. 2017. "Recent advances in video-based human action recognition using deep learning: A review." 2017 International Joint Conference on Neural Networks (IJCNN). Anchorage, United States 14 - 19 May 2017 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IJCNN.2017.7966210

Paper

A preliminary evaluation of using fixed cameras for phenology measurements in a maize and soybean crop 2016/17
McCarthy, Alison and Raine, Steven. 2017. A preliminary evaluation of using fixed cameras for phenology measurements in a maize and soybean crop 2016/17. United States. Monsanto.

Technical report

Spectral discrimination and classification of sugarcane varieties using EO-1 hyperion hyperspectral imagery
Apan, Armando, Held, Alex, Phinn, Stuart and Markley, John. 2004. "Spectral discrimination and classification of sugarcane varieties using EO-1 hyperion hyperspectral imagery." 25th Asian Conference on Remote Sensing (ACRS 2004). Chiang Mai, Thailand 22 - 26 Nov 2004 China.

Paper

Remote monitoring and automatic detection of grain crop attributes
McCarthy, Alison, Tscharke, Matthew and Schmidt, Erik. 2014. Remote monitoring and automatic detection of grain crop attributes. Toowoomba, Australia. University of Southern Queensland.

Project report

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

Matching 3D plantar model with the force and pressure data of the loading phase of gait
Chong, Albert K., Al-Baghdadi, Jasim Ahmed and Milburn, Peter. 2015. "Matching 3D plantar model with the force and pressure data of the loading phase of gait." Wan, Yi, Sun, Jinguang, Nan, Jingchang, Zhang, Quangui, Shao, Liangshan and Wang, Lipo (ed.) 7th International Congress on Image and Signal Processing (CISP 2014). Dalian, China 14 - 16 Oct 2014 United States. https://doi.org/10.1109/CISP.2014.7003869

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

Machine vision and mechatronics in practice
Billingsley, John and Brett, Peter (ed.) 2015. Machine vision and mechatronics in practice. Berlin, Germany. Springer.

Edited book

A comparison between visual estimates and image analysis measurements to determine Septoria leaf blotch severity in winter wheat
El Jarroudi, M., Kouadio, A. L., Mackels, C., Tychon, B., Delfosse, P. and Bock, C. H.. 2015. "A comparison between visual estimates and image analysis measurements to determine Septoria leaf blotch severity in winter wheat." Plant Pathology. 64 (2), pp. 355-364. https://doi.org/10.1111/ppa.12252

Article

Joint texture and depth coding using cuboid data compression
Paul, Manoranjan, Chakraborty, Subrata, Murshed, Manzur and Podder, Pallab Kanti. 2015. "Joint texture and depth coding using cuboid data compression." IEEE 18th International Conference on Computer and Information Technology. Dhaka, Bangladesh 21 - 23 Dec 2015 United States.

Paper

Autism Spectrum Disorder: Brain Images and Registration
Visutsak, Porawat and Li, Yan. 2016. "Autism Spectrum Disorder: Brain Images and Registration ." 5th International Conference on Health Information Science (HIS 2016). Shanghai, China 05 - 07 Nov 2016 Switzerland . Springer. https://doi.org/10.1007/978-3-319-48335-1_15

Paper