![Wei Zhou BEng, PhD, SMIEEE](https://profiles-cardiff.imgix.net/attachments/6258?w=200&h=200&auto=format&crop=faces&fit=crop&q=90")
Dr Wei Zhou
(Gofynnwch i mi am fy rhagenwau)
BEng, PhD, SMIEEE
Darlithydd mewn Cyfrifiadura Gweledol Deallus
Yr Ysgol Cyfrifiadureg a Gwybodeg
- ZhouW26@caerdydd.ac.uk
- Abacws, Ffordd Senghennydd, Cathays, Caerdydd, CF24 4AG
- Ar gael fel goruchwyliwr ôl-raddedig
Trosolwyg
Ar hyn o bryd rwy'n Athro Cynorthwyol (Darlithydd) yn yr Ysgol Cyfrifiadureg a Gwybodeg, ac yn aelod o'r grŵp ymchwil Cyfrifiadura Gweledol . Rwyf hefyd yn aelod o bwyllgor Sefydliad Safonau Prydain (BSI). Roeddwn yn Gymrawd Ôl-ddoethurol ym Mhrifysgol Waterloo, Canada. Derbyniais radd Ph.D. o Brifysgol Gwyddoniaeth a Thechnoleg Tsieina yn 2021, ar y cyd â Phrifysgol Waterloo rhwng 2019 a 2021. Roeddwn i'n arfer bod yn athro gwadd yn yr Ysgol AI ym Mhrifysgol Technoleg Dalian; ysgolhaig gwadd yn y Sefydliad Gwybodeg Cenedlaethol, Tokyo, Japan; cynorthwy-ydd ymchwil gydag Intel; Interniaeth ymchwil gyda Microsoft Research ac Alibaba Group. Rwy'n uwch aelod o IEEE.
Mae fy niddordebau ymchwil yn cwmpasu cyfrifiadura amlgyfrwng, prosesu delweddau canfyddiadol, a gweledigaeth gyfrifiadurol. Yn ystod y blynyddoedd diwethaf, rwyf wedi cyhoeddi dros 60 o bapurau wedi'u dyfarnu yn y meysydd hyn, gan gynnwys y rhai a gyhoeddwyd mewn cyfnodolion o fri a chynadleddau rhyngwladol. Mae fy ymchwil wedi cyflawni effeithiau yn y byd go iawn ar ddatblygu technegau gweledigaeth lefel isel yn Alibaba Cloud.
Arweinyddiaeth academaidd
Golygydd Cyswllt, Trafodion IEEE ar Rwydweithiau Nerfol a Systemau Dysgu (2024-presennol)
Golygydd Cyswllt, Elsevier Pattern Recognition (2024-presennol)
Golygydd Cyswllt, Elsevier Neurocomputing (2024-presennol)
Golygydd Cyswllt, Signal Springer, Delwedd a Phrosesu Fideo (2023-presennol)
Golygydd Cyswllt, Cyfrifiadureg Dynol-ganolog a Gwyddorau Gwybodaeth (2022-presennol)
Cadeirydd Ardal, Cynhadledd Ryngwladol ACM ar Amlgyfrwng (2024)
Cadeirydd Sesiwn Arbennig, Asesu Ansawdd Delwedd Feddygol AI a Gwella Tuag at Ddiagnosisau Clefydau Gwell, IEEE ICIP 2024
Arwain Cadeirydd Sesiwn Arbennig, Asesu Ansawdd a Gwella ar gyfer Signalau Gweledol Amlgyfrwng, IEEE MMSP 2023
Golygydd Pwnc Arweiniol, Cyfrifiadura Gweledol a Dealltwriaeth: Datblygiadau a Thueddiadau Newydd (2024-2025)
Golygydd Pwnc/Gwâd, Datblygiadau mewn Asesiad Ansawdd Canfyddiadol o Gynnwys a Gynhyrchir gan Ddefnyddwyr (2022-2024)
Golygydd Gwâd, Rhifyn Arbennig ar Ansawdd Profiad ar gyfer Arddangosfeydd Metaverse, Elsevier (2022-2023)
Gweithio'n galed, chwarae'n galed. Gwnewch yr hyn y gallwch chi ei wneud yn unig ~ "
Os oes gennych ddiddordeb mewn gweithio gyda mi, anfonwch e-bost ataf. Sylwch mai dim ond myfyrwyr cyfatebol fydd yn cael eu hateb.
Cyhoeddiad
2024
- Fu, J., Zhou, W. and Chen, Z. 2024. Bayesian graph convolutional network for traffic prediction. Neurocomputing 582, article number: 127507. (10.1016/j.neucom.2024.127507)
- Zhou, T., Tan, S., Zhou, W., Luo, Y., Wang, Y. and Yue, G. 2024. Adaptive mixed-scale feature fusion network for blind AI-generated image quality assessment. IEEE Transactions on Broadcasting (10.1109/TBC.2024.3391060)
- Yue, G., Li, Y., Jiang, W., Zhou, W. and Zhou, T. 2024. Boundary refinement network for colorectal polyp segmentation in colonoscopy images. IEEE Signal Processing Letters 31, pp. 954-958. (10.1109/LSP.2024.3378106)
- Yan, W., Sun, Y., Yue, G., Zhou, W. and Liu, H. 2024. FVIFormer: flow-guided global-local aggregation transformer network for video inpainting. IEEE Journal of Emerging and Selected Topics in Circuits and Systems (10.1109/JETCAS.2024.3392972)
- Yue, G., Wu, H., Yan, W., Zhou, T., Liu, H. and Zhou, W. 2024. Subjective and objective quality assessment of multi-attribute retouched face images. IEEE Transactions on Broadcasting (10.1109/TBC.2024.3374043)
- Yi, X., Jiang, Q. and Zhou, W. 2024. No-reference quality assessment of underwater image enhancement. Displays 81, article number: 102586. (10.1016/j.displa.2023.102586)
- Zhou, W., Zhang, R., Li, L., Yue, G., Gong, J., Chen, H. and Liu, H. 2024. Dehazed image quality evaluation: from partial discrepancy to blind perception. IEEE Transactions on Intelligent Vehicles (10.1109/TIV.2024.3356055)
2023
- Yue, G., Zhang, S., Li, Y., Zhou, X., Zhou, T. and Zhou, W. 2023. Subjective quality assessment of enhanced retinal images. Presented at: International Conference on Image Processing, Kuala Lumpur, Malaysia, 8–11 October 20232023 IEEE International Conference on Image Processing Proceedings. IEEE pp. 3005-3009., (10.1109/ICIP49359.2023.10222541)
- Zhou, W. and Wang, Z. 2023. Blind omnidirectional image quality assessment: integrating local statistics and global semantics. Presented at: International Conference on Image Processing, Kuala Lumpur, Malaysia, 8–11 October 20232023 IEEE International Conference on Image Processing Proceedings. IEEE pp. 1405-1409., (10.1109/ICIP49359.2023.10222049)
- Yue, G. et al. 2023. Dual-constraint coarse-to-fine network for camouflaged object detection. IEEE Transactions on Circuits and Systems for Video Technology (10.1109/TCSVT.2023.3318672)
- Zhou, W., Min, X., Li, H. and Jiang, Q. 2023. A brief survey on adaptive video streaming quality assessment. Journal of Visual Communication and Image Representation 86, article number: 103526. (10.1016/j.jvcir.2022.103526)
- Sun, S., Yu, T., Xu, J., Zhou, W. and Chen, Z. 2023. GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment. IEEE Transactions on Multimedia 25, pp. 2912-2925. (10.1109/TMM.2022.3152942)
- Zhou, W., Yue, G., Zhang, R., Qin, Y. and Liu, H. 2023. Reduced-reference quality assessment of point clouds via content-oriented saliency projection. IEEE Signal Processing Letters 30, pp. 354-358. (10.1109/LSP.2023.3264105)
- Liu, J., Zhou, W., Li, X., Xu, J. and Chen, Z. 2023. LIQA: lifelong blind image quality assessment. IEEE Transactions on Multimedia 25, pp. 5358-5373. (10.1109/TMM.2022.3190700)
2022
- Zhou, W. and Wang, Z. 2022. Quality assessment of image super-resolution: balancing deterministic and statistical fidelity. Presented at: MM '22: The 30th ACM International Conference on Multimedia, Lisboa Portugal, 10-14 October 2022MM '22: Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machiner pp. 934-942., (10.1145/3503161.3547899)
- Fu, J., Hou, C., Zhou, W., Xu, J. and Chen, Z. 2022. Adaptive hypergraph convolutional network for no-reference 360-degree image quality assessment. Presented at: MM '22: The 30th ACM International Conference on Multimedia, Lisboa Portugal, 10-14 October 2022MM '22: Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery pp. 961-969., (10.1145/3503161.3548337)
- Xu, J., Zhou, W., Li, H., Li, F. and Jiang, Q. 2022. Quality assessment of multi-exposure image fusion by synthesizing local and global intermediate references. Displays 74, article number: 102188. (10.1016/j.displa.2022.102188)
- Lu, Y. et al. 2022. RTN: Reinforced transformer network for coronary CT angiography vessel-level image quality assessment. Presented at: MICCAI 2022, 18-22 September 2022Medical Image Computing and Computer Assisted Intervention – MICCAI 2022., Vol. 13431. Lecture Notes in Computer Science Cham. Switzerland: Springer, (10.1007/978-3-031-16431-6_61)
- Zhou, W., Xu, J., Jiang, Q. and Chen, Z. 2022. No-reference quality assessment for 360-degree images by analysis of multifrequency information and local-global naturalness. IEEE Transactions on Circuits and Systems for Video Technology 32(4), pp. 1778-1791. (10.1109/TCSVT.2021.3081182)
- Huang, S., Luo, Z., Xu, J., Zhou, W. and Chen, Z. 2022. Perceptual evaluation of pre-processing for video transcoding. Presented at: 2021 International Conference on Visual Communications and Image Processing (VCIP), Munich, Germany, 5-8 December 20212021 International Conference on Visual Communications and Image Processing (VCIP). IEEE pp. 1-5., (10.1109/VCIP53242.2021.9675438)
- Fang, Y., Xu, L., Chen, Y., Zhou, W., Wong, A. and Clausi, D. A. 2022. A Bayesian deep image prior downscaling approach for high-resolution soil moisture estimation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pp. 4571 - 4582. (10.1109/JSTARS.2022.3177081)
2021
- Mao, S. et al. 2021. Mechanism and application of capacitive-coupled memristive behavior based on a biomaterial developed memristive device. ACS Applied Electronic Materials 3(12), pp. 5537-5547. (10.1021/acsaelm.1c00951)
- Ling, S., Li, J., Che, Z., Zhou, W., Wang, J. and Le Callet, P. 2021. Re-visiting discriminator for blind free-viewpoint image quality assessment. IEEE Transactions on Multimedia 23, pp. 4245-4258. (10.1109/TMM.2020.3038305)
- Xu, J., Li, J., Zhou, X., Zhou, W., Wang, B. and Chen, Z. 2021. Perceptual quality assessment of internet videos. Presented at: MM '21: 29th ACM International Conference on Multimedia, Virtual Event China, 20 - 24 October 2021MM '21: Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery pp. 1248-1257., (10.1145/3474085.3475486)
- Peng, Y., Xu, J., Luo, Z., Zhou, W. and Chen, Z. 2021. Multi-metric fusion network for image quality assessment. Presented at: Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Nashville, TN, USA, 19-25 June 20212021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE pp. 1857-1860., (10.1109/CVPRW53098.2021.00205)
- Zhou, W., Wang, Z. and Chen, Z. 2021. Image super-resolution quality assessment: structural fidelity versus statistical naturalness. Presented at: 13th International Conference on Quality of Multimedia Experience (QoMEX), Montreal, QC, Canada, 14-17 June 20212021 13th International Conference on Quality of Multimedia Experience (QoMEX). IEEE pp. 61-64., (10.1109/QoMEX51781.2021.9465479)
- Xu, J., Zhou, W. and Chen, Z. 2021. Blind omnidirectional image quality assessment with viewport oriented graph convolutional networks. IEEE Transactions on Circuits and Systems for Video Technology 31(5), pp. 1724-1737. (10.1109/TCSVT.2020.3015186)
- Zhou, W. and Chen, Z. 2021. Deep multi-scale features learning for distorted image quality assessment. Presented at: International Symposium on Circuits and Systems (ISCAS), Daegu, Korea, 22-28 May 20212021 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE pp. 1-5., (10.1109/ISCAS51556.2021.9401285)
2020
- Zhou, W. and Chen, Z. 2020. Deep local and global spatiotemporal feature aggregation for blind video quality assessment. Presented at: 2020 IEEE International Conference on Visual Communications and Image Processing (VCIP), Macau, 01-04 December 20202020 IEEE International Conference on Visual Communications and Image Processing (VCIP). IEEE, (10.1109/VCIP49819.2020.9301764)
- Liu, J., Lin, J., Li, X., Zhou, W., Liu, S. and Chen, Z. 2020. LIRA: Lifelong Image Restoration from Unknown Blended Distortions. Presented at: 16th European Conference on Computer Vision (ECCV 2020), Glasgow, Scotland, 23-28 August 2020 Presented at Vedaldi, A. et al. eds.Computer Vision – ECCV 2020. Lecture Notes in Computer Science Springer International Publishing pp. 616-632., (10.1007/978-3-030-58523-5_36)
- Xu, J., Zhou, W., Chen, Z., Ling, S. and Le Callet, P. 2020. Binocular rivalry oriented predictive autoencoding network for blind stereoscopic image quality measurement. IEEE Transactions on Instrumentation and Measurement 70, article number: 5001413. (10.1109/TIM.2020.3026443)
- Jiang, Q., Zhou, W., Chai, X., Yue, G., Shao, F. and Chen, Z. 2020. A full-reference stereoscopic image quality measurement via hierarchical deep feature degradation fusion. IEEE Transactions on Instrumentation and Measurement 69(12), pp. 9784-9796. (10.1109/TIM.2020.3005111)
- Shi, L., Zhou, W., Chen, Z. and Zhang, J. 2020. No-reference light field image quality assessment based on spatial-angular measurement. IEEE Transactions on Circuits and Systems for Video Technology 30(11), pp. 4114-4128. (10.1109/TCSVT.2019.2955011)
- Li, X. et al. 2020. Learning disentangled feature representation for hybrid-distorted image restoration. Presented at: 16th European Conference on Computer Vision (ECCV 2020), Glasgow, Scotland, 23-28 August 2020 Presented at Vedaldi, A. et al. eds.Computer Vision – ECCV 2020 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXIX. Lecture Notes in Computer Science Springer pp. 313-329., (10.1007/978-3-030-58526-6_19)
- Zhou, W., Jiang, Q., Wang, Y., Chen, Z. and Li, W. 2020. Blind quality assessment for image superresolution using deep two-stream convolutional networks. Information Sciences 528, pp. 205-218. (10.1016/j.ins.2020.04.030)
- Zhao, Y., Cheng, J., Zhou, W., Zhang, C. and Pan, X. 2020. Infrared pedestrian detection with converted temperature map. Presented at: 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Lanzhou, 18-21 November 20192019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, (10.1109/APSIPAASC47483.2019.9023228)
- Zhou, W., Shi, L., Chen, Z. and Zhang, J. 2020. Tensor oriented no-reference light field image quality assessment. IEEE Transactions on Image Processing 29, pp. 4070-4084. (10.1109/TIP.2020.2969777)
- Chen, Z., Xu, J., Lin, C. and Zhou, W. 2020. Stereoscopic omnidirectional image quality assessment based on predictive coding theory. IEEE Journal of Selected Topics in Signal Processing 14(1), pp. 103-117. (10.1109/JSTSP.2020.2968182)
- Luo, Z., Zhou, W., Shi, L. and Chen, Z. 2020. No-reference light field image quality assessment based on micro-lens image. Presented at: Picture Coding Symposium, PCS, Ningbo, China, 12-15 November 20192019 Picture Coding Symposium (PCS). IEEE pp. 1-5., (10.1109/PCS48520.2019.8954551)
- Xu, J., Luo, Z., Zhou, W., Zhang, W. and Chen, Z. 2020. Quality assessment of stereoscopic 360-degree images from multi-viewports. Presented at: Picture Coding Symposium, PCS, Ningbo, China, 12-15 November 20192019 Picture Coding Symposium (PCS). IEEE pp. 1-5., (10.1109/PCS48520.2019.8954555)
2019
- Jin, X., Chen, Z., Lin, J., Chen, Z. and Zhou, W. 2019. Unsupervised single image deraining with self-supervised constraints. Presented at: 2019 IEEE International Conference on Image Processing, Taipei, Taiwan, 22-25 September 20192019 IEEE International Conference on Image Processing. IEEE pp. 2761-2765., (10.1109/ICIP.2019.8803238)
- Jin, X., Chen, Z., Lin, J., Zhou, W., Chen, J. and Shan, C. 2019. AI-GAN: signal de-interference via asynchronous interactive generative adversarial network. Presented at: 2019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), Shanghai, 08-12 July 20192019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW). IEEE, (10.1109/ICMEW.2019.00046)
- Zhou, W., Chen, Z. and Li, W. 2019. Dual-stream interactive networks for no-reference stereoscopic image quality assessment. IEEE Transactions on Image Processing 28(8), pp. 3946-3958. (10.1109/TIP.2019.2902831)
- Zhao, S., Xu, J., Hu, Y., Zhou, W., Liu, S. and Chen, Z. 2019. How do you perceive differently from an AI - A database for semantic distortion measurement. Presented at: IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, Japan, 26-29 May 20192019 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE pp. 1-5., (10.1109/ISCAS.2019.8702774)
2018
- Jin, X., Chen, Z., Liu, S. and Zhou, W. 2018. Augmented coarse-to-fine video frame synthesis with semantic loss. Presented at: Pattern Recognition and Computer Vision, PRCV 2018, Guangzhou, China, 23-26 November Presented at Lai, J. et al. eds.Pattern Recognition and Computer Vision, First Chinese Conference, PRCV 2018, Guangzhou, China, November 23-26, 2018, Proceedings, Part I. Lecture Notes in Computer Science Springer pp. 439-452., (10.1007/978-3-030-03398-9_38)
- Xu, J., Lin, C., Zhou, W. and Chen, Z. 2018. Subjective quality assessment of stereoscopic omnidirectional image. Presented at: 19th Pacific-Rim Conference on Multimedia, Hefei, China, 21-22 Sept 2018 Presented at Hong, R. et al. eds.Advances in Multimedia Information Processing – PCM 2018. Lecture Notes in Computer Science Vol. 11164. Springer pp. 589-599., (10.1007/978-3-030-00776-8_54)
- Zhang, W., Zhao, S., Zhou, W. and Chen, Z. 2018. None ghosting artifacts stitching based on depth map for light field image. Presented at: 19th Pacific-Rim Conference on Multimedia, Hefei, China, 21-22 Sept 2018 Presented at Hong, R. et al. eds.Advances in Multimedia Information Processing – PCM 2018, Vol. 11164. Lecture Notes in Computer Science Springer pp. 567-578., (10.1007/978-3-030-00776-8_52)
- Zhou, W., Chen, Z. and Li, W. 2018. Stereoscopic video quality prediction based on end-to-end dual stream deep neural networks. Presented at: 19th Pacific-Rim Conference on Multimedia, Hefei, China, 21-22 Sept 2018 Presented at Hong, R. et al. eds.Advances in Multimedia Information Processing – PCM 2018, Vol. 11166. Lecture Notes in Computer Science Springer pp. 482-492., (10.1007/978-3-030-00764-5_44)
- Shi, L., Zhao, S., Zhou, W. and Chen, Z. 2018. Perceptual evaluation of light field image. Presented at: 2018 25th IEEE International Conference on Image Processing (ICIP), Athens, Greece, 07-10 October 20182018 25th IEEE International Conference on Image Processing (ICIP). IEEE pp. 41-45., (10.1109/ICIP.2018.8451077)
- Jin, X., Chen, Z., Lin, J., Chen, J., Zhou, W. and Shan, C. 2018. A decomposed dual-cross generative adversarial network for image rain removal. Presented at: British Machine Vision Conference 2018, Newcastle, UK, 3-6 September 2018.
- Hu, Y., Zhou, W., Zhao, S., Chen, Z. and Li, W. 2018. SDM: Semantic distortion measurement for video encryption. Presented at: 13th IEEE International Conference on Automatic Face & Gesture Recognition, Xi'an, China, 15-19 May 20182018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018). IEEE pp. 764-768., (10.1109/FG.2018.00120)
- Zhou, Y. and Zhou, W. 2018. Visual comfort assessment for stereoscopic image retargeting. Presented at: IEEE International Symposium on Circuits and Systems (ISCAS), Florence, Italy, 27-30 May 20182018 IEEE International Symposium on Circuits and Systems (ISCAS). pp. 1-5., (10.1109/ISCAS.2018.8351198)
2017
- Chen, Z., Zhou, W. and Li, W. 2017. Blind stereoscopic video quality assessment: from depth perception to overall experience. IEEE Transactions on Image Processing 27(2), pp. 721-734. (10.1109/TIP.2017.2766780)
2016
- Zhou, W., Liao, N., Chen, Z. and Li, W. 2016. 3D-HEVC visual quality assessment: database and bitstream model. Presented at: 8th International Conference on Quality of Multimedia Experience (QoMEX), Lisbon, 6-8 June 20162016 Eighth International Conference on Quality of Multimedia Experience (QoMEX). IEEE pp. 1-6., (10.1109/QoMEX.2016.7498946)
Cynadleddau
- Yue, G., Zhang, S., Li, Y., Zhou, X., Zhou, T. and Zhou, W. 2023. Subjective quality assessment of enhanced retinal images. Presented at: International Conference on Image Processing, Kuala Lumpur, Malaysia, 8–11 October 20232023 IEEE International Conference on Image Processing Proceedings. IEEE pp. 3005-3009., (10.1109/ICIP49359.2023.10222541)
- Zhou, W. and Wang, Z. 2023. Blind omnidirectional image quality assessment: integrating local statistics and global semantics. Presented at: International Conference on Image Processing, Kuala Lumpur, Malaysia, 8–11 October 20232023 IEEE International Conference on Image Processing Proceedings. IEEE pp. 1405-1409., (10.1109/ICIP49359.2023.10222049)
- Zhou, W. and Wang, Z. 2022. Quality assessment of image super-resolution: balancing deterministic and statistical fidelity. Presented at: MM '22: The 30th ACM International Conference on Multimedia, Lisboa Portugal, 10-14 October 2022MM '22: Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machiner pp. 934-942., (10.1145/3503161.3547899)
- Fu, J., Hou, C., Zhou, W., Xu, J. and Chen, Z. 2022. Adaptive hypergraph convolutional network for no-reference 360-degree image quality assessment. Presented at: MM '22: The 30th ACM International Conference on Multimedia, Lisboa Portugal, 10-14 October 2022MM '22: Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery pp. 961-969., (10.1145/3503161.3548337)
- Lu, Y. et al. 2022. RTN: Reinforced transformer network for coronary CT angiography vessel-level image quality assessment. Presented at: MICCAI 2022, 18-22 September 2022Medical Image Computing and Computer Assisted Intervention – MICCAI 2022., Vol. 13431. Lecture Notes in Computer Science Cham. Switzerland: Springer, (10.1007/978-3-031-16431-6_61)
- Huang, S., Luo, Z., Xu, J., Zhou, W. and Chen, Z. 2022. Perceptual evaluation of pre-processing for video transcoding. Presented at: 2021 International Conference on Visual Communications and Image Processing (VCIP), Munich, Germany, 5-8 December 20212021 International Conference on Visual Communications and Image Processing (VCIP). IEEE pp. 1-5., (10.1109/VCIP53242.2021.9675438)
- Xu, J., Li, J., Zhou, X., Zhou, W., Wang, B. and Chen, Z. 2021. Perceptual quality assessment of internet videos. Presented at: MM '21: 29th ACM International Conference on Multimedia, Virtual Event China, 20 - 24 October 2021MM '21: Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery pp. 1248-1257., (10.1145/3474085.3475486)
- Peng, Y., Xu, J., Luo, Z., Zhou, W. and Chen, Z. 2021. Multi-metric fusion network for image quality assessment. Presented at: Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Nashville, TN, USA, 19-25 June 20212021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE pp. 1857-1860., (10.1109/CVPRW53098.2021.00205)
- Zhou, W., Wang, Z. and Chen, Z. 2021. Image super-resolution quality assessment: structural fidelity versus statistical naturalness. Presented at: 13th International Conference on Quality of Multimedia Experience (QoMEX), Montreal, QC, Canada, 14-17 June 20212021 13th International Conference on Quality of Multimedia Experience (QoMEX). IEEE pp. 61-64., (10.1109/QoMEX51781.2021.9465479)
- Zhou, W. and Chen, Z. 2021. Deep multi-scale features learning for distorted image quality assessment. Presented at: International Symposium on Circuits and Systems (ISCAS), Daegu, Korea, 22-28 May 20212021 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE pp. 1-5., (10.1109/ISCAS51556.2021.9401285)
- Zhou, W. and Chen, Z. 2020. Deep local and global spatiotemporal feature aggregation for blind video quality assessment. Presented at: 2020 IEEE International Conference on Visual Communications and Image Processing (VCIP), Macau, 01-04 December 20202020 IEEE International Conference on Visual Communications and Image Processing (VCIP). IEEE, (10.1109/VCIP49819.2020.9301764)
- Liu, J., Lin, J., Li, X., Zhou, W., Liu, S. and Chen, Z. 2020. LIRA: Lifelong Image Restoration from Unknown Blended Distortions. Presented at: 16th European Conference on Computer Vision (ECCV 2020), Glasgow, Scotland, 23-28 August 2020 Presented at Vedaldi, A. et al. eds.Computer Vision – ECCV 2020. Lecture Notes in Computer Science Springer International Publishing pp. 616-632., (10.1007/978-3-030-58523-5_36)
- Li, X. et al. 2020. Learning disentangled feature representation for hybrid-distorted image restoration. Presented at: 16th European Conference on Computer Vision (ECCV 2020), Glasgow, Scotland, 23-28 August 2020 Presented at Vedaldi, A. et al. eds.Computer Vision – ECCV 2020 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXIX. Lecture Notes in Computer Science Springer pp. 313-329., (10.1007/978-3-030-58526-6_19)
- Zhao, Y., Cheng, J., Zhou, W., Zhang, C. and Pan, X. 2020. Infrared pedestrian detection with converted temperature map. Presented at: 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Lanzhou, 18-21 November 20192019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, (10.1109/APSIPAASC47483.2019.9023228)
- Luo, Z., Zhou, W., Shi, L. and Chen, Z. 2020. No-reference light field image quality assessment based on micro-lens image. Presented at: Picture Coding Symposium, PCS, Ningbo, China, 12-15 November 20192019 Picture Coding Symposium (PCS). IEEE pp. 1-5., (10.1109/PCS48520.2019.8954551)
- Xu, J., Luo, Z., Zhou, W., Zhang, W. and Chen, Z. 2020. Quality assessment of stereoscopic 360-degree images from multi-viewports. Presented at: Picture Coding Symposium, PCS, Ningbo, China, 12-15 November 20192019 Picture Coding Symposium (PCS). IEEE pp. 1-5., (10.1109/PCS48520.2019.8954555)
- Jin, X., Chen, Z., Lin, J., Chen, Z. and Zhou, W. 2019. Unsupervised single image deraining with self-supervised constraints. Presented at: 2019 IEEE International Conference on Image Processing, Taipei, Taiwan, 22-25 September 20192019 IEEE International Conference on Image Processing. IEEE pp. 2761-2765., (10.1109/ICIP.2019.8803238)
- Jin, X., Chen, Z., Lin, J., Zhou, W., Chen, J. and Shan, C. 2019. AI-GAN: signal de-interference via asynchronous interactive generative adversarial network. Presented at: 2019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), Shanghai, 08-12 July 20192019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW). IEEE, (10.1109/ICMEW.2019.00046)
- Zhao, S., Xu, J., Hu, Y., Zhou, W., Liu, S. and Chen, Z. 2019. How do you perceive differently from an AI - A database for semantic distortion measurement. Presented at: IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, Japan, 26-29 May 20192019 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE pp. 1-5., (10.1109/ISCAS.2019.8702774)
- Jin, X., Chen, Z., Liu, S. and Zhou, W. 2018. Augmented coarse-to-fine video frame synthesis with semantic loss. Presented at: Pattern Recognition and Computer Vision, PRCV 2018, Guangzhou, China, 23-26 November Presented at Lai, J. et al. eds.Pattern Recognition and Computer Vision, First Chinese Conference, PRCV 2018, Guangzhou, China, November 23-26, 2018, Proceedings, Part I. Lecture Notes in Computer Science Springer pp. 439-452., (10.1007/978-3-030-03398-9_38)
- Xu, J., Lin, C., Zhou, W. and Chen, Z. 2018. Subjective quality assessment of stereoscopic omnidirectional image. Presented at: 19th Pacific-Rim Conference on Multimedia, Hefei, China, 21-22 Sept 2018 Presented at Hong, R. et al. eds.Advances in Multimedia Information Processing – PCM 2018. Lecture Notes in Computer Science Vol. 11164. Springer pp. 589-599., (10.1007/978-3-030-00776-8_54)
- Zhang, W., Zhao, S., Zhou, W. and Chen, Z. 2018. None ghosting artifacts stitching based on depth map for light field image. Presented at: 19th Pacific-Rim Conference on Multimedia, Hefei, China, 21-22 Sept 2018 Presented at Hong, R. et al. eds.Advances in Multimedia Information Processing – PCM 2018, Vol. 11164. Lecture Notes in Computer Science Springer pp. 567-578., (10.1007/978-3-030-00776-8_52)
- Zhou, W., Chen, Z. and Li, W. 2018. Stereoscopic video quality prediction based on end-to-end dual stream deep neural networks. Presented at: 19th Pacific-Rim Conference on Multimedia, Hefei, China, 21-22 Sept 2018 Presented at Hong, R. et al. eds.Advances in Multimedia Information Processing – PCM 2018, Vol. 11166. Lecture Notes in Computer Science Springer pp. 482-492., (10.1007/978-3-030-00764-5_44)
- Shi, L., Zhao, S., Zhou, W. and Chen, Z. 2018. Perceptual evaluation of light field image. Presented at: 2018 25th IEEE International Conference on Image Processing (ICIP), Athens, Greece, 07-10 October 20182018 25th IEEE International Conference on Image Processing (ICIP). IEEE pp. 41-45., (10.1109/ICIP.2018.8451077)
- Jin, X., Chen, Z., Lin, J., Chen, J., Zhou, W. and Shan, C. 2018. A decomposed dual-cross generative adversarial network for image rain removal. Presented at: British Machine Vision Conference 2018, Newcastle, UK, 3-6 September 2018.
- Hu, Y., Zhou, W., Zhao, S., Chen, Z. and Li, W. 2018. SDM: Semantic distortion measurement for video encryption. Presented at: 13th IEEE International Conference on Automatic Face & Gesture Recognition, Xi'an, China, 15-19 May 20182018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018). IEEE pp. 764-768., (10.1109/FG.2018.00120)
- Zhou, Y. and Zhou, W. 2018. Visual comfort assessment for stereoscopic image retargeting. Presented at: IEEE International Symposium on Circuits and Systems (ISCAS), Florence, Italy, 27-30 May 20182018 IEEE International Symposium on Circuits and Systems (ISCAS). pp. 1-5., (10.1109/ISCAS.2018.8351198)
- Zhou, W., Liao, N., Chen, Z. and Li, W. 2016. 3D-HEVC visual quality assessment: database and bitstream model. Presented at: 8th International Conference on Quality of Multimedia Experience (QoMEX), Lisbon, 6-8 June 20162016 Eighth International Conference on Quality of Multimedia Experience (QoMEX). IEEE pp. 1-6., (10.1109/QoMEX.2016.7498946)
Erthyglau
- Fu, J., Zhou, W. and Chen, Z. 2024. Bayesian graph convolutional network for traffic prediction. Neurocomputing 582, article number: 127507. (10.1016/j.neucom.2024.127507)
- Zhou, T., Tan, S., Zhou, W., Luo, Y., Wang, Y. and Yue, G. 2024. Adaptive mixed-scale feature fusion network for blind AI-generated image quality assessment. IEEE Transactions on Broadcasting (10.1109/TBC.2024.3391060)
- Yue, G., Li, Y., Jiang, W., Zhou, W. and Zhou, T. 2024. Boundary refinement network for colorectal polyp segmentation in colonoscopy images. IEEE Signal Processing Letters 31, pp. 954-958. (10.1109/LSP.2024.3378106)
- Yan, W., Sun, Y., Yue, G., Zhou, W. and Liu, H. 2024. FVIFormer: flow-guided global-local aggregation transformer network for video inpainting. IEEE Journal of Emerging and Selected Topics in Circuits and Systems (10.1109/JETCAS.2024.3392972)
- Yue, G., Wu, H., Yan, W., Zhou, T., Liu, H. and Zhou, W. 2024. Subjective and objective quality assessment of multi-attribute retouched face images. IEEE Transactions on Broadcasting (10.1109/TBC.2024.3374043)
- Yi, X., Jiang, Q. and Zhou, W. 2024. No-reference quality assessment of underwater image enhancement. Displays 81, article number: 102586. (10.1016/j.displa.2023.102586)
- Zhou, W., Zhang, R., Li, L., Yue, G., Gong, J., Chen, H. and Liu, H. 2024. Dehazed image quality evaluation: from partial discrepancy to blind perception. IEEE Transactions on Intelligent Vehicles (10.1109/TIV.2024.3356055)
- Yue, G. et al. 2023. Dual-constraint coarse-to-fine network for camouflaged object detection. IEEE Transactions on Circuits and Systems for Video Technology (10.1109/TCSVT.2023.3318672)
- Zhou, W., Min, X., Li, H. and Jiang, Q. 2023. A brief survey on adaptive video streaming quality assessment. Journal of Visual Communication and Image Representation 86, article number: 103526. (10.1016/j.jvcir.2022.103526)
- Sun, S., Yu, T., Xu, J., Zhou, W. and Chen, Z. 2023. GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment. IEEE Transactions on Multimedia 25, pp. 2912-2925. (10.1109/TMM.2022.3152942)
- Zhou, W., Yue, G., Zhang, R., Qin, Y. and Liu, H. 2023. Reduced-reference quality assessment of point clouds via content-oriented saliency projection. IEEE Signal Processing Letters 30, pp. 354-358. (10.1109/LSP.2023.3264105)
- Liu, J., Zhou, W., Li, X., Xu, J. and Chen, Z. 2023. LIQA: lifelong blind image quality assessment. IEEE Transactions on Multimedia 25, pp. 5358-5373. (10.1109/TMM.2022.3190700)
- Xu, J., Zhou, W., Li, H., Li, F. and Jiang, Q. 2022. Quality assessment of multi-exposure image fusion by synthesizing local and global intermediate references. Displays 74, article number: 102188. (10.1016/j.displa.2022.102188)
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- Fang, Y., Xu, L., Chen, Y., Zhou, W., Wong, A. and Clausi, D. A. 2022. A Bayesian deep image prior downscaling approach for high-resolution soil moisture estimation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pp. 4571 - 4582. (10.1109/JSTARS.2022.3177081)
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Ymchwil
Diddordebau ymchwil
Gweledigaeth Gyfrifiadurol a Ffotograffiaeth
Prosesu Signal Amlgyfrwng mewn Amgylcheddau Gweledol
Canfyddiad ac Optimeiddio Gweledol sy'n Canolbwyntio ar Bobl
Dehongli a Dadansoddi Delweddu Optegol
Arddangosfeydd a Chymwysiadau Deallus
Prosiectau a ariennir
Archwilio canfod halltedd mewn gwerthuso ansawdd delwedd stereo VR, DUT Cronfa Gydweithio, PI (2023-2024)
Asesiad ansawdd delwedd canfyddiadol aml-ffynhonnell ac ansawdd fideo, Cymorth Ariannu Traethawd PhD Eithriadol, PI (2020-2022)
Cyhoeddiadau dethol (* Cyfraniad cyfartal, ^ Awdur cyfatebol, mwy o gyhoeddiadau ar Google Scholar):
- Asesiad ansawdd dall o gymylau pwynt 3D trwchus gyda strwythur ailsamplu dan arweiniad strwythur
Wei Zhou, Q Yang, W Chen, Q Jiang, G Zhai, W Lin
ACM Trafodion ar Gyfrifiadura Amlgyfrwng, Cyfathrebu a Chymwysiadau (TOMM), 2024 - Rhwydwaith ymasiad nodwedd ar raddfa gymysg addasol ar gyfer asesiad ansawdd delwedd dall a gynhyrchir gan AI
T Zhou, S Tan, Wei Zhou, Y Luo, Y Wang, G Yue
Trafodion IEEE ar Ddarlledu (TBC), 2024 - FVIFormer: rhwydwaith trawsnewidyddion agregu byd-eang dan arweiniad llif ar gyfer mewnbeintio fideo
W Yan, Y Sun, G Yue, Wei Zhou, H Liu
IEEE Journal on Pynciau sy'n Dod i'r Amlwg a Dethol mewn Cylchedau a Systemau (JETCAS), 2024 - Rhwydwaith mireinio ffiniau ar gyfer segmentu polyp colorectal mewn delweddau colonosgopi
G Yue, Y Li, W Jiang, Wei Zhou, T Zhou
IEEE Llythyrau Prosesu Signal (SPL), 2024 - Gwerthusiad ansawdd delwedd dehazed: o anghysondeb rhannol i ganfyddiad dall
Wei Zhou, R Zhang, L Li, G Yue, J Gong, H Chen, H Liu
Trafodion IEEE ar Gerbydau Deallus (TIV), 2024 - Asesiad ansawdd goddrychol a gwrthrychol o ddelweddau wyneb aml-briodoledd wedi'u hailgyffwrdd
G Yue, H Wu, W Yan, T Zhou, H Liu, Wei Zhou
Trafodion IEEE ar Ddarlledu (TBC), 2024 - Asesiad ansawdd llai o gymylau pwynt trwy amcanestyniad halltedd sy'n canolbwyntio ar gynnwys
Wei Zhou, G Yue, R Zhang, Y Qin, H Liu
Llythyrau Prosesu Signal IEEE (SPL), 2023 - Rhwydwaith bras-i-ddirwy ddeuol-gyfyngedig ar gyfer canfod gwrthrychau cuddliw
G Yue, H Xiao, H Xie, T Zhou, Wei Zhou, W Yan, B Zhao, T Wang, Q Jiang
Trafodion IEEE ar Gylchedau a Systemau ar gyfer Technoleg Fideo (TCSVT), 2023 - Asesiad ansawdd delwedd omnidirectional dall: integreiddio ystadegau lleol a semanteg fyd-eang
Wei Zhou, Z Wang
Cynhadledd Ryngwladol IEEE ar Brosesu Delweddau (ICIP), 2023 - Asesu ansawdd uwch-benderfyniad delwedd: cydbwyso ffyddlondeb penderfynol ac ystadegol
Wei Zhou, Z Wang
Cynhadledd Ryngwladol ACM ar Amlgyfrwng (ACM MM), 2022 - LIQA: Asesiad ansawdd delwedd ddall gydol oes
J Liu *, Wei Zhou*, X Li, J Xu, Z Chen
Trafodion IEEE ar Amlgyfrwng (TMM), 2022 - Rhwydwaith cyfnewidiol hypergraff addasol ar gyfer asesiad ansawdd delwedd 360 gradd dim-cyfeiriad
J Fu, C Hou, Wei Zhou^, J Xu, Z Chen
Cynhadledd Ryngwladol ACM ar Amlgyfrwng (ACM MM), 2022 - GraphIQA: Cynrychioliadau graff ystumiad dysgu ar gyfer asesiad ansawdd delwedd ddall
S Sun, T Yu, J Xu, Wei Zhou, Z Chen
Trafodion IEEE ar Amlgyfrwng (TMM), 2022 - Delwedd ddwfn Bayesaidd cyn israddio dull ar gyfer amcangyfrif lleithder pridd cydraniad uchelY Fan, L Xu, Y Chen, Wei Zhou, Alexander Wong, David A ClausiIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2022
- Arolwg byr ar asesu ansawdd ffrydio fideo addasol
Wei Zhou, X Min, H Li, Q Jiang
Journal of Visual Communication and Image Representation (JVCI), 2022 - Asesiad ansawdd dim cyfeiriad ar gyfer delweddau 360 gradd trwy ddadansoddi gwybodaeth amlamledd a naturioldeb lleol-fyd-eang
Wei Zhou, J Xu, Q Jiang, Z Chen
Trafodion IEEE ar Gylchedau a Systemau ar gyfer Technoleg Fideo (TCSVT), 2021 - Asesiad ansawdd delwedd omnidirectional ddall gyda rhwydweithiau cydgyfeiriant graff sy'n canolbwyntio ar y porthladd golwg
J Xu *, Wei Zhou*, Z Chen
Trafodion IEEE ar Gylchedau a Systemau ar gyfer Technoleg Fideo (TCSVT), 2021 - Asesiad ansawdd canfyddiadol o fideos rhyngrwydJ Xu, J Li, X Zhou, Wei Zhou, B Wang, Z ChenCynhadledd Ryngwladol ACM ar Amlgyfrwng (ACM MM), 2021
- Asesu ansawdd cydraniad uwch: ffyddlondeb strwythurol yn erbyn naturioldeb ystadegolWei Zhou, Z Wang, Z ChenCynhadledd Ryngwladol IEEE ar Ansawdd Profiad Amlgyfrwng (QoMEX), 2021 (Papur gwahoddedig, Oral)
- Mae nodweddion aml-raddfa dwfn yn dysgu ar gyfer asesu ansawdd delwedd ystumiedigWei Zhou, Z ChenSymposiwm Rhyngwladol IEEE ar Gylchedau a Systemau (ISCAS), 2021 (Oral)
- Asesiad ansawdd delwedd maes golau heb gyfeirio tenor oriented
Wei Zhou, L Shi, Z Chen, J Zhang
Trafodion IEEE ar Brosesu Delweddau (TIP), 2020 - Ail-ymweld â gwahaniaethydd ar gyfer asesiad ansawdd delwedd di-olwg ddall
S Ling, J Li, Z Che, Wei Zhou, J Wang, Patrick Le Callet
Trafodion IEEE ar Amlgyfrwng (TMM), 2020 - Rhwydwaith awto-amgodio rhagfynegol rhagfynegol sy'n canolbwyntio ar gystadleuaeth binocwlaidd ar gyfer mesur ansawdd delwedd stereosgopig dall
J Xu *, Wei Zhou*, Z Chen, S Ling, Patrick Le Callet
Trafodion IEEE ar Offeryniaeth a Mesur (TIM), 2020 - Mesur ansawdd delwedd stereosgopig cyfeiriad llawn trwy ymasiad diraddiad nodwedd ddwfn hierarchaidd
Q Jiang *, Wei Zhou *, X Chai, G Yue, F Shao, Z Chen
Trafodion IEEE ar Offeryniaeth a Mesur (TIM), 2020 - Asesiad ansawdd delwedd omnidirectional stereosgopig yn seiliedig ar theori codio rhagfynegol
Z Chen, J Xu, C Lin, Wei Zhou
IEEE Journal of Selected Topics in Signal Processing (JSTSP), 2020 - Asesiad ansawdd dall ar gyfer superresolution delwedd gan ddefnyddio rhwydweithiau cyfnewidiol dwy ffrwd dwfn
Wei Zhou, Q Jiang, Y Wang, Z Chen, W Li
Gwyddorau Gwybodaeth (INS), 2020 - Cydgrynhoi nodwedd gofodol lleol a byd-eang dwfn ar gyfer asesiad ansawdd fideo dall
Wei Zhou, Z Chen
Cynhadledd Ryngwladol IEEE ar Gyfathrebu Gweledol a Phrosesu Delweddau (VCIP), 2020 - Rhwydweithiau rhyngweithiol deuol ffrwd ar gyfer asesiad ansawdd delwedd stereosgopig heb gyfeiriad
Wei Zhou, Z Chen, W Li
Trafodion IEEE ar Brosesu Delweddau (TIP), 2019 - Asesiad ansawdd delwedd maes golau heb gyfeiriad yn seiliedig ar fesuriad gofodol-onglog
L Shi *, Wei Zhou*, Z Chen, J Zhang
Trafodion IEEE ar Gylchedau a Systemau ar gyfer Technoleg Fideo (TCSVT), 2019 - Rhagfynegiad ansawdd fideo stereosgopig yn seiliedig ar rwydweithiau niwral dwfn llif deuol o'r dechrau i'r diwedd
Wei Zhou, Z Chen, W Li
Cynhadledd Pacific-Rim ar Amlgyfrwng (PCM), 2018 - Asesiad ansawdd fideo stereosgopig dall: o ganfyddiad dyfnder i brofiad cyffredinol
Z Chen (cynghorydd), Wei Zhou, W Li
Trafodion IEEE ar Brosesu Delweddau (TIP), 2018
Addysgu
2024-2025, CM2101, Rhyngweithio Cyfrifiadur Dynol
2023-2024, CM6312, Mabwysiadu Technoleg (Academi Meddalwedd Genedlaethol), arweinydd modiwl
Goruchwyliwr prosiect ar gyfer myfyrwyr UG (blwyddyn 3)
Goruchwyliwr prosiect ar gyfer myfyrwyr MSc
Tiwtor personol ar gyfer myfyrwyr UG (blwyddyn 1 a blwyddyn 2)
Tiwtor personol ar gyfer myfyrwyr MSc
Bywgraffiad
Rwyf wedi bod yn Athro Cynorthwyol (Darlithydd) yn yr Ysgol Cyfrifiadureg a Gwybodeg ym Mhrifysgol Caerdydd ers 2023. Rwy'n aelod o Grŵp Ymchwil Cyfrifiadura Gweledol. Rwyf hefyd yn aelod o bwyllgor Sefydliad Safonau Prydain. Rwy'n cymryd rhan yn y gweithgareddau safoni JPEG.
Cyn hynny, astudiais a gweithiais yn yr Adran Peirianneg Drydanol a Chyfrifiadurol ym Mhrifysgol Waterloo rhwng 2019 a 2023. Roeddwn i'n arfer bod yn athro gwadd ym Mhrifysgol Technoleg Dalian, ysgolhaig gwadd yn y Sefydliad Gwybodeg Cenedlaethol (Tokyo), cynorthwyydd ymchwil gydag Intel, intern ymchwil yn Microsoft Research ac Alibaba Cloud. Roedd gen i gefndir addysgol wedi'i arbenigo mewn Peirianneg Drydanol ym Mhrifysgol Gwyddoniaeth a Thechnoleg Tsieina.
Mae fy niddordebau ymchwil yn canolbwyntio'n bennaf ar brosesu delweddau / fideo, cyfrifiadura amlgyfrwng, canfyddiad cymhwysol, AI sy'n canolbwyntio ar ddynol, ffotograffiaeth gyfrifiadurol, delweddu, gweledigaeth, arddangosfeydd a dysgu peirianyddol. Fy nod yw datblygu algorithmau prosesu gweledol effeithlon a deallus yn seiliedig ar ganfyddiad dynol, gan helpu i wella ansawdd profiad systemau gweledol dynol. Derbyniais Wobr Traethawd Hir Doethurol Eithriadol ACM SIGMM (Adran Tsieina) yn 2022 a Gwobr Enillydd Her Fawr CVPR CLIC 2021.
Anrhydeddau a dyfarniadau
Gwobr Enillydd Her Fawr CVPR CLIC Trac Metrig Canfyddiadol
ACM SIGMM Gwobr Traethawd Hir Doethurol Eithriadol Tsieina
Enillydd Gwobr Adolygydd Eithriadol Synwyryddion (5 o'r holl adolygwyr)
Gwobr adolygydd gorau yn IEEE VCIP (5 o'r holl adolygwyr)
Gwobr Llywydd Academi Gwyddorau Tsieineaidd (CAS)
Gwobr Rhagoriaeth gan Microsoft Research
Outstanding Research Intern of Alibaba Group
MSCA Grant Teithio Cymrodoriaeth Ôl-ddoethurol o Brifysgol Nantes, Ffrainc
Cyrhaeddodd y rownd derfynol Cymrodoriaeth Ôl-ddoethurol Arlywyddol o Brifysgol Technolegol Nanyang, Singapore
Meysydd goruchwyliaeth
Myfyrwyr presennol
Yixiao Li (Myfyriwr PhD Ymweld o BUAA, dan gefnogaeth Cyd-ariannu Rhyngwladol ar gyfer Myfyrwyr Doethurol)
Alumni
Armin Shafiee Sarvestani (myfyriwr PhD, UWaterloo)
Yipeng Du (Israddedig, UWaterloo)
Jinghan Zhou (myfyriwr PhD, UWaterloo)
Shiyu Huang (Prif fyfyriwr, USTC)
Yanding Peng (Prif fyfyriwr, USTC)
Yiting Lu (myfyriwr PhD, USTC)
Jun Fu (PhD, 2022 -> HW)
Jianzhao Liu (Meistr, 2022 -> Bytedance)
Ziyuan Luo (Meistr, 2021 -> Kwai)
Jiahua Xu (Meistr, 2021 -> Tencent, Ysgoloriaeth Genedlaethol, Gwobr Traethawd Eithriadol Meistr Traethawd Ymchwil)
Ya Zhou (Meistr, 2020 -> Kwai)
Likun Shi (Master, 2019 -> SenseTime)
Xinyu Tang (Israddedig, 2019 -> Princeton PhD, Ysgoloriaeth Guo Moruo)
Chaoyi Lin (Meistr, 2018 -> Hikvision)
Rwyf hefyd yn Arholwyr Mewnol ac Allanol PhD Thesis.
Themâu ymchwil
Arbenigeddau
- Prosesu delweddau
- Prosesu fideo
- Golwg cyfrifiadurol a chyfrifiant amlgyfrwng
- Deallusrwydd artiffisial