![Jiang Liu](https://profiles-cardiff.imgix.net/attachments/6282?w=200&h=200&auto=format&crop=faces&fit=crop&q=90")
Trosolwyg
Newyddion:
Mae ein gwaith "Adaptive Spatiotemporal Graph Transformer Network for Action Quality Assessment" wedi'i gyhoeddi yn TCSVT. Mae'r cod ar gael yma .
• Model Asesu Ansawdd Gweithredu (AQA) sy'n perfformio orau.
Mae ein gwaith "Asesiad ansawdd gweithredu dynol sy'n seiliedig ar weledigaeth: adolygiad systematig" wedi'i gyhoeddi yn ESWA.
• Yr adolygiad llenyddiaeth systematig cyntaf i ymchwilio i'r ymchwil ddiweddaraf wrth werthuso ansawdd gweithredoedd dynol trwy systemau awtomataidd.
Mae ein gwaith "Blind Image Quality Assessment via Adaptive Graph Attention" wedi'i gyhoeddi yn TCSVT.
• Model Asesu Ansawdd Delwedd No-Reference (IQA) sy'n perfformio orau.
01/2025 Adeiladu gwefan swyddogol Gweithdy Cyfrifiadura Delwedd a Gweledigaeth Caerdydd 1af a chymryd rhan yn ei sefydliad.
12/2024 Cyflwynir ein gwaith i ICME.
12/2024 Cyflwynir ein gwaith i IEEE TIM.
10/2024 Rhowch gyflwyniad yn ein Seminar Ymchwil Cyfrifiadura Gweledol.
Bywgraffiad
Rwy'n Ph.D. Myfyriwr mewn Cyfrifiadureg a Gwybodeg, Prifysgol Caerdydd dan oruchwyliaeth yr Athro Hantao Liu a Dr. Katarzyna Stawarz.
Cyn hynny, cefais fy M.S. a graddau BS o'r Ysgol Peirianneg Gwybodaeth a Rheolaeth ym Mhrifysgol Mwyngloddio a Thechnoleg Tsieina yn 2022 a 2019, yn y drefn honno, a gynghorwyd gan yr Athro Shiyin Li a Dr. Yuan Yang. Roeddwn i'n arfer bod yn fyfyriwr gwadd ym Mhrifysgol Talaith Arizona (2019) ac yn gynorthwyydd ymchwil ym Mhrifysgol Southeast (2020).
Mae fy niddordebau ymchwil yn bennaf mewn asesu ansawdd delwedd, asesu ansawdd gweithredu a rhagfynegi halltedd. Mae gen i gefndir ymchwil hefyd mewn adeiladau craff a synhwyro diwifr. Rwy'n adolygydd ar gyfer IEEE TCSVT, IEEE TNNLS, IEEE Llythyrau Prosesu Signal a Neurocomputing.
Ewch i'n gwefan bersonol am fwy o fanylion.
Cyhoeddiad
2026
- Kuang, Y. et al., 2026. Robust indoor localization via factor graph fusion with motion-aware regression, adaptive relocalization, and continuous map constraints. Engineering Applications of Artificial Intelligence 179 115195. (10.1016/j.engappai.2026.115195)
- Wang, H. et al., 2026. KSIQA: A knowledge-sharing model for no-reference image quality assessment. IEEE Transactions on Neural Networks and Learning Systems 37 (8), pp.3943-3955. (10.1109/tnnls.2026.3656757)
- Dong, Z. et al. 2026. Study of emotion in image quality assessment. IEEE Transactions on Multimedia (10.1109/TMM.2026.3716095)
- Liu, J. et al. 2026. Saliency-guided action quality assessment: an AI-augmented framework for skill evaluation in physical education. Presented at: 2026 IEEE Conference on Artificial Intelligence (CAI) Granada, Spain 08 - 10 May 2026. 2026 IEEE Conference on Artificial Intelligence (CAI) Proceedings. IEEE. , pp.1997-2002. (10.1109/cai68641.2026.11536588)
- Kuang, Y. et al., 2026. A nature-inspired edge-cloud collaborative privacy framework for visual relocalization on consumer electronics. IEEE Transactions on Consumer Electronics (10.1109/TCE.2026.3692722)
- Zhou, W. et al. 2026. Perceptual quality optimization of image super-resolution. Presented at: 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Barcelona, Spain 3-6 May 2026. ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 1999. , pp.10537-10541. (10.1109/icassp55912.2026.11461596)
- Li, H. et al., 2026. EHIN: Early-aware hierarchical interaction network for weakly-supervised referring image segmentation. Neurocomputing 659 131764. (10.1016/j.neucom.2025.131764)
2025
- Ma, Y. et al., 2025. Analysing and predicting radiologists’ expertise using eye-tracking data: Insights for diagnostic decision-making. Presented at: 2025 IEEE International Conference on Multimedia and Expo (ICME) Nantes, France 30 June - 4 July 2025. IEEE. , pp.1-6. (10.1109/icme59968.2025.11209585)
- Liu, J. et al. 2025. Adaptive spatiotemporal graph transformer network for action quality assessment. IEEE Transactions on Circuits and Systems for Video Technology 35 (7), pp.6628-6639. (10.1109/TCSVT.2025.3541456)
- Huang, Q. et al. 2025. Towards accessible auditory health: A cloud-based fNIRS solution for auditory training and assessment. IEEE Transactions on Instrumentation and Measurement 74 4511612. (10.1109/TIM.2025.3580795)
- Liu, J. et al. 2025. Vision-based human action quality assessment: A systematic review. Expert Systems with Applications 263 125642. (10.1016/j.eswa.2024.125642)
2024
- Wang, H. et al. 2024. Blind image quality assessment via adaptive graph attention. IEEE Transactions on Circuits and Systems for Video Technology 34 (10), pp.10299-10309. (10.1109/TCSVT.2024.3405789)
Cynadleddau
- Liu, J. et al. 2026. Saliency-guided action quality assessment: an AI-augmented framework for skill evaluation in physical education. Presented at: 2026 IEEE Conference on Artificial Intelligence (CAI) Granada, Spain 08 - 10 May 2026. 2026 IEEE Conference on Artificial Intelligence (CAI) Proceedings. IEEE. , pp.1997-2002. (10.1109/cai68641.2026.11536588)
- Zhou, W. et al. 2026. Perceptual quality optimization of image super-resolution. Presented at: 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Barcelona, Spain 3-6 May 2026. ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 1999. , pp.10537-10541. (10.1109/icassp55912.2026.11461596)
- Ma, Y. et al., 2025. Analysing and predicting radiologists’ expertise using eye-tracking data: Insights for diagnostic decision-making. Presented at: 2025 IEEE International Conference on Multimedia and Expo (ICME) Nantes, France 30 June - 4 July 2025. IEEE. , pp.1-6. (10.1109/icme59968.2025.11209585)
Erthyglau
- Kuang, Y. et al., 2026. Robust indoor localization via factor graph fusion with motion-aware regression, adaptive relocalization, and continuous map constraints. Engineering Applications of Artificial Intelligence 179 115195. (10.1016/j.engappai.2026.115195)
- Wang, H. et al., 2026. KSIQA: A knowledge-sharing model for no-reference image quality assessment. IEEE Transactions on Neural Networks and Learning Systems 37 (8), pp.3943-3955. (10.1109/tnnls.2026.3656757)
- Dong, Z. et al. 2026. Study of emotion in image quality assessment. IEEE Transactions on Multimedia (10.1109/TMM.2026.3716095)
- Kuang, Y. et al., 2026. A nature-inspired edge-cloud collaborative privacy framework for visual relocalization on consumer electronics. IEEE Transactions on Consumer Electronics (10.1109/TCE.2026.3692722)
- Li, H. et al., 2026. EHIN: Early-aware hierarchical interaction network for weakly-supervised referring image segmentation. Neurocomputing 659 131764. (10.1016/j.neucom.2025.131764)
- Liu, J. et al. 2025. Adaptive spatiotemporal graph transformer network for action quality assessment. IEEE Transactions on Circuits and Systems for Video Technology 35 (7), pp.6628-6639. (10.1109/TCSVT.2025.3541456)
- Huang, Q. et al. 2025. Towards accessible auditory health: A cloud-based fNIRS solution for auditory training and assessment. IEEE Transactions on Instrumentation and Measurement 74 4511612. (10.1109/TIM.2025.3580795)
- Liu, J. et al. 2025. Vision-based human action quality assessment: A systematic review. Expert Systems with Applications 263 125642. (10.1016/j.eswa.2024.125642)
- Wang, H. et al. 2024. Blind image quality assessment via adaptive graph attention. IEEE Transactions on Circuits and Systems for Video Technology 34 (10), pp.10299-10309. (10.1109/TCSVT.2024.3405789)
Ymchwil
Diddordebau Ymchwil
Mae fy ymchwil yn canolbwyntio ar asesu ansawdd delwedd, asesu ansawdd gweithredu, a rhagfynegi halltedd, y mae pob un ohonynt yn chwarae rhan hanfodol wrth hyrwyddo gweledigaeth gyfrifiadurol a chymwysiadau dysgu peiriannau. Mae'r meysydd hyn yn cynnwys gwerthuso ansawdd cynnwys gweledol, dadansoddi gweithredoedd dynol ar gyfer asesu perfformiad, a rhagweld lle mae gwylwyr yn canolbwyntio eu sylw mewn delweddau a fideos.
Prosiectau cyfredol
- Asesiad Ansawdd Gweithredu: Datblygu modelau sy'n cael eu gyrru gan AI i werthuso perfformiad athletwyr a gweithwyr proffesiynol mewn senarios chwaraeon a gofal iechyd.
- Asesiad Ansawdd Delwedd: Dylunio dulliau awtomataidd i asesu ansawdd canfyddiadol delweddau, sy'n hanfodol ar gyfer cymwysiadau mewn ffotograffiaeth, gwyliadwriaeth a delweddu meddygol.
- Rhagfynegiad halltedd: Creu modelau sy'n rhagweld patrymau sylw gweledol i wella dylunio cynnwys a rhyngweithio.
Bywgraffiad
Rwy'n Ph.D. Myfyriwr mewn Cyfrifiadureg a Gwybodeg, Prifysgol Caerdydd dan oruchwyliaeth yr Athro Hantao Liu a Dr. Katarzyna Stawarz.
Cyn hynny, cefais fy M.S. a graddau BS o'r Ysgol Peirianneg Gwybodaeth a Rheolaeth ym Mhrifysgol Mwyngloddio a Thechnoleg Tsieina yn 2022 a 2019, yn y drefn honno, a gynghorwyd gan yr Athro Shiyin Li a Dr. Yuan Yang. Roeddwn i'n arfer bod yn fyfyriwr gwadd ym Mhrifysgol Talaith Arizona (2019) ac yn gynorthwyydd ymchwil ym Mhrifysgol Southeast (2020).
Mae fy niddordebau ymchwil yn bennaf mewn asesu ansawdd delwedd, asesu ansawdd gweithredu a rhagfynegi halltedd. Mae gen i gefndir ymchwil hefyd mewn adeiladau craff a synhwyro diwifr. Rwy'n adolygydd ar gyfer IEEE TCSVT, IEEE TNNLS, IEEE Llythyrau Prosesu Signal a Neurocomputing.
