Postgraduate Research Scholarship

Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye and Wai Lok Woo, "RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis," Expert Systems with Applications, vol. 201, pp. 117158, Elsevier, 2022.

@article{organisciak22robin,
 author={Organisciak, Daniel and Shum, Hubert P. H. and Nwoye, Ephraim and Woo, Wai Lok},
 journal={Expert Systems with Applications},
 title={RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis},
 year={2022},
 volume={201},
 pages={117158},
 numpages={12},
 doi={10.1016/j.eswa.2022.117158},
 issn={0957-4174},
 publisher={Elsevier},
}

TY  - JOUR
AU  - Organisciak, Daniel
AU  - Shum, Hubert P. H.
AU  - Nwoye, Ephraim
AU  - Woo, Wai Lok
T2  - Expert Systems with Applications
TI  - RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis
PY  - 2022
VL  - 201
SP  - 117158
EP  - 117158
DO  - 10.1016/j.eswa.2022.117158
SN  - 0957-4174
PB  - Elsevier
ER  - 

Daniel Organisciak, Matthew Poyser, Aishah Alsehaim, Shanfeng Hu, Brian K. S. Isaac-Medina, Toby P. Breckon and Hubert P. H. Shum, "UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-Identification in Video Imagery," in VISAPP '22: Proceedings of the 2022 International Conference on Computer Vision Theory and Applications, pp. 136-146, SciTePress, Feb 2022.

@inproceedings{organisciak22uavreid,
 author={Organisciak, Daniel and Poyser, Matthew and Alsehaim, Aishah and Hu, Shanfeng and Isaac-Medina, Brian K. S. and Breckon, Toby P. and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2022 International Conference on Computer Vision Theory and Applications},
 series={VISAPP '22},
 title={UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-Identification in Video Imagery},
 year={2022},
 month={2},
 pages={136--146},
 numpages={11},
 doi={10.5220/0010836600003124},
 isbn={978-989-758-555-5},
 publisher={SciTePress},
}

TY  - CONF
AU  - Organisciak, Daniel
AU  - Poyser, Matthew
AU  - Alsehaim, Aishah
AU  - Hu, Shanfeng
AU  - Isaac-Medina, Brian K. S.
AU  - Breckon, Toby P.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 International Conference on Computer Vision Theory and Applications
TI  - UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-Identification in Video Imagery
PY  - 2022
Y1  - 2 2022
SP  - 136
EP  - 146
DO  - 10.5220/0010836600003124
SN  - 978-989-758-555-5
PB  - SciTePress
ER  - 

Brian K. S. Isaac-Medina, Matthew Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon and Hubert P. H. Shum, "Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark," in ICCVW '21: Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshops, pp. 1223-1232, IEEE/CVF, Oct 2021.

@inproceedings{issacmedina21unmanned,
 author={Isaac-Medina, Brian K. S. and Poyser, Matthew and Organisciak, Daniel and Willcocks, Chris G. and Breckon, Toby P. and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshops},
 series={ICCVW '21},
 title={Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark},
 year={2021},
 month={10},
 pages={1223--1232},
 numpages={10},
 doi={10.1109/ICCVW54120.2021.00142},
 publisher={IEEE/CVF},
}

TY  - CONF
AU  - Isaac-Medina, Brian K. S.
AU  - Poyser, Matthew
AU  - Organisciak, Daniel
AU  - Willcocks, Chris G.
AU  - Breckon, Toby P.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshops
TI  - Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark
PY  - 2021
Y1  - 10 2021
SP  - 1223
EP  - 1232
DO  - 10.1109/ICCVW54120.2021.00142
PB  - IEEE/CVF
ER  - 

Daniel Organisciak, Dimitrios Sakkos, Edmond S. L. Ho, Nauman Aslam and Hubert P. H. Shum, "Unifying Person and Vehicle Re-Identification," IEEE Access, vol. 8, pp. 115673-115684, IEEE, 2020.

@article{daniel20unifying,
 author={Organisciak, Daniel and Sakkos, Dimitrios and Ho, Edmond S. L. and Aslam, Nauman and Shum, Hubert P. H.},
 journal={IEEE Access},
 title={Unifying Person and Vehicle Re-Identification},
 year={2020},
 volume={8},
 pages={115673--115684},
 numpages={12},
 doi={10.1109/ACCESS.2020.3004092},
 issn={2169-3536},
 publisher={IEEE},
}

TY  - JOUR
AU  - Organisciak, Daniel
AU  - Sakkos, Dimitrios
AU  - Ho, Edmond S. L.
AU  - Aslam, Nauman
AU  - Shum, Hubert P. H.
T2  - IEEE Access
TI  - Unifying Person and Vehicle Re-Identification
PY  - 2020
VL  - 8
SP  - 115673
EP  - 115684
DO  - 10.1109/ACCESS.2020.3004092
SN  - 2169-3536
PB  - IEEE
ER  - 

Daniel Organisciak, Edmond S. L. Ho and Hubert P. H. Shum, "Makeup Style Transfer on Low-Quality Images with Weighted Multi-Scale Attention," in ICPR '20: Proceedings of the 2020 International Conference on Pattern Recognition, pp. 6011-6018, Milan, Italy, Jan 2020.

@inproceedings{organisciak20makeup,
 author={Organisciak, Daniel and Ho, Edmond S. L. and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2020 International Conference on Pattern Recognition},
 series={ICPR '20},
 title={Makeup Style Transfer on Low-Quality Images with Weighted Multi-Scale Attention},
 year={2020},
 month={1},
 pages={6011--6018},
 numpages={8},
 doi={10.1109/ICPR48806.2021.9412604},
 location={Milan, Italy},
}

TY  - CONF
AU  - Organisciak, Daniel
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2020 International Conference on Pattern Recognition
TI  - Makeup Style Transfer on Low-Quality Images with Weighted Multi-Scale Attention
PY  - 2020
Y1  - 1 2020
SP  - 6011
EP  - 6018
DO  - 10.1109/ICPR48806.2021.9412604
ER  - 

Daniel Organisciak, Chirine Riachy, Nauman Aslam and Hubert P. H. Shum, "Triplet Loss with Channel Attention for Person Re-Identification," Journal of WSCG, vol. 27, no. 2, pp. 161-169, Plzen, Czech Republic, 2019.

@article{organisciak19triplet,
 author={Organisciak, Daniel and Riachy, Chirine and Aslam, Nauman and Shum, Hubert P. H.},
 journal={Journal of WSCG},
 title={Triplet Loss with Channel Attention for Person Re-Identification},
 year={2019},
 volume={27},
 number={2},
 pages={161--169},
 numpages={9},
 doi={10.24132/JWSCG.2019.27.2.9},
 issn={1213-6972},
 location={Plzen, Czech Republic},
}

TY  - JOUR
AU  - Organisciak, Daniel
AU  - Riachy, Chirine
AU  - Aslam, Nauman
AU  - Shum, Hubert P. H.
T2  - Journal of WSCG
TI  - Triplet Loss with Channel Attention for Person Re-Identification
PY  - 2019
VL  - 27
IS  - 2
SP  - 161
EP  - 169
DO  - 10.24132/JWSCG.2019.27.2.9
SN  - 1213-6972
ER  - 

Zheming Zuo, Daniel Organisciak, Hubert P. H. Shum and Longzhi Yang, "Saliency-Informed Spatio-Temporal Vector of Locally Aggregated Descriptors and Fisher Vectors for Visual Action Recognition," in IAHFAR '18: Proceedings of the 2018 British Machine Vision Conference Workshop on Image Analysis for Human Facial and Activity Recognition, Newcastle upon Tyne, UK, Sep 2018.

@inproceedings{zuo18saliency,
 author={Zuo, Zheming and Organisciak, Daniel and Shum, Hubert P. H. and Yang, Longzhi},
 booktitle={Proceedings of the 2018 British Machine Vision Conference Workshop on Image Analysis for Human Facial and Activity Recognition},
 series={IAHFAR '18},
 title={Saliency-Informed Spatio-Temporal Vector of Locally Aggregated Descriptors and Fisher Vectors for Visual Action Recognition},
 year={2018},
 month={9},
 numpages={11},
 location={Newcastle upon Tyne, UK},
}

TY  - CONF
AU  - Zuo, Zheming
AU  - Organisciak, Daniel
AU  - Shum, Hubert P. H.
AU  - Yang, Longzhi
T2  - Proceedings of the 2018 British Machine Vision Conference Workshop on Image Analysis for Human Facial and Activity Recognition
TI  - Saliency-Informed Spatio-Temporal Vector of Locally Aggregated Descriptors and Fisher Vectors for Visual Action Recognition
PY  - 2018
Y1  - 9 2018
ER  -