2025

Liu, Qianying, Gu, Xiao, Henderson, Paul ORCID: https://orcid.org/0000-0002-5198-7445, Dai, Hang and Deligianni, Fani ORCID: https://orcid.org/0000-0003-1306-5017 (2025) Certainty-guided cross contrastive learning for semi-supervised medical image segmentation. IEEE Transactions on Biomedical Engineering, (Accepted for Publication)

Tragakis, Athanasios, Kaul, Chaitanya, Mitchell, Kevin J. ORCID: https://orcid.org/0009-0005-3433-7167, Dai, Hang, Murray-Smith, Roderick ORCID: https://orcid.org/0000-0003-4228-7962 and Faccio, Daniele ORCID: https://orcid.org/0000-0001-8397-334X (2025) IGAF: Incremental Guided Attention Fusion for depth super-resolution. Sensors, 25(1), 24. (doi: 10.3390/s25010024) (PMID:39796813) (PMCID:PMC11723017)

2024

Liu, Qianying, Henderson, Paul ORCID: https://orcid.org/0000-0002-5198-7445, Gu, Xiao, Dai, Hang and Deligianni, Fani ORCID: https://orcid.org/0000-0003-1306-5017 (2024) Learning Semi-Supervised Medical Image Segmentation from Spatial Registration. In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025), Tucson, AZ, USA, 28 February - 4 March 2025, (Accepted for Publication)

Li, Jiale, Dai, Hang, Wang, Yu, Cao, Guangzhi, Luo, Chun and Ding, Yong (2024) Improving Radial Imbalances with Hybrid Voxelization and RadialMix for LiDAR 3D Semantic Segmentation. In: 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, Japan, 13-17 May 2024, pp. 7710-7717. ISBN 9798350384581 (doi: 10.1109/icra57147.2024.10610604)

Tang, Jun, Lu, Chenyan, Liu, Zhengxue, Li, Jiale, Dai, Hang and Ding, Yong (2024) CTVSR: Collaborative Spatial–Temporal Transformer for Video Super-Resolution. IEEE Transactions on Circuits and Systems for Video Technology, 34(6), pp. 5018-5032. (doi: 10.1109/tcsvt.2023.3340439)

Tragakis, Athanasios, Liu, Qianying, Kaul, Chaitanya, Kumar Roy, Swalpa, Dai, Hang, Deligianni, Fani ORCID: https://orcid.org/0000-0003-1306-5017, Murray-Smith, Roderick ORCID: https://orcid.org/0000-0003-4228-7962 and Faccio, Daniele ORCID: https://orcid.org/0000-0001-8397-334X (2024) GLFNet: Global-Local (Frequency) Filter Networks for efficient Medical Image Segmentation. In: 21st IEEE International Symposium on Biomedical Imaging, Athens, Greece, 27-30 May 2024, (Accepted for Publication)

2023

Huang, Zhou, Dai, Hang, Xiang, Tian-Zhu, Wang, Shuo, Chen, Huai-Xin, Qin, Jie and Xiong, Huan (2023) Feature Shrinkage Pyramid for Camouflaged Object Detection with Transformers. In: IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2023), Vancouver, Canada, 18-22 June 2023, pp. 5557-5566. ISBN 9798350301298 (doi: 10.1109/CVPR52729.2023.00538)

Li, Jiale, Dai, Hang, Han, Hao and Ding, Yong (2023) MSeg3D: Multi-modal 3D Semantic Segmentation for Autonomous Driving. In: IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2023), Vancouver, Canada, 18-22 June 2023, pp. 21694-21704. ISBN 9798350301298 (doi: 10.1109/CVPR52729.2023.02078)

Hu, Xiaobin, Wang, Shuo, Qin, Xuebin, Dai, Hang, Ren, Wenqi, Luo, Donghao, Tai, Ying and Shao, Ling (2023) High-resolution Iterative Feedback Network for Camouflaged Object Detection. In: 37th AAAI Conference on Artificial Intelligence (AAAI-23), Washington, DC, USA, 7-14 Feb 2023, pp. 881-889. ISBN 9781577358800 (doi: 10.1609/aaai.v37i1.25167)

Chen, Geng, Qin, Jie, Amor, Boulbaba Ben, Zhou, Weiming, Dai, Hang, Zhou, Tao, Huang, Heyuan and Shao, Ling (2023) Automatic detection of tooth-gingiva trim lines on dental surfaces. IEEE Transactions on Medical Imaging, (doi: 10.1109/tmi.2023.3263161) (PMID:37015112) (Early Online Publication)

2022

Hong, Yu, Dai, Hang and Ding, Yong (2022) Cross-Modality Knowledge Distillation network for monocular 3D object detection. In: Avidan, Shai, Brostow, Gabriel, Cissé, Moustapha, Farinella, Giovanni Maria and Hassner, Tal (eds.) Computer Vision – ECCV 2022. Series: Lecture notes in computer science, 13670. Springer, pp. 87-104. ISBN 9783031200809 (doi: 10.1007/978-3-031-20080-9_6)

Qin, Xuebin, Dai, Hang, Hu, Xiaobin, Fan, Denping, Shao, Ling and Gool, Luc Van (2022) Highly accurate dichotomous image segmentation. In: Avidan, Shai, Brostow, Gabriel, Cissé, Moustapha, Farinella, Giovanni Maria and Hassner, Tal (eds.) Computer Vision – ECCV 2022. Series: Lecture notes in computer science, 13678. Springer, pp. 38-56. ISBN 9783031197970 (doi: 10.1007/978-3-031-19797-0_3)

Li, Jiale, Dai, Hang and Ding, Yong (2022) Self-distillation for robust LiDAR semantic segmentation in autonomous driving. In: Avidan, Shai, Brostow, Gabriel, Cissé, Moustapha, Farinella, Giovanni Maria and Hassner, Tal (eds.) Computer Vision – ECCV 2022. Series: Lecture notes in computer science, 13688. Springer, pp. 659-676. ISBN 9783031198151 (doi: 10.1007/978-3-031-19815-1_38)

Chen, Yi-Nan, Dai, Hang and Ding, Yong (2022) Pseudo-Stereo for Monocular 3D Object Detection in Autonomous Driving. In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, USA, 18-24 Jun 2022, pp. 877-887. ISBN 9781665469463 (doi: 10.1109/CVPR52688.2022.00096)

Huang, Zhou, Xiang, Tian-Zhu, Chen, Huai-Xin and Dai, Hang (2022) Scribble-based boundary-aware network for weakly supervised salient object detection in remote sensing images. ISPRS Journal of Photogrammetry and Remote Sensing, 191, pp. 290-301. (doi: 10.1016/j.isprsjprs.2022.07.014)

Chen, Geng, Dai, Hang, Zhou, Tao, Shen, Jianbing and Shao, Ling (2022) Automatic Schelling point detection from meshes. IEEE Transactions on Visualization and Computer Graphics, 29(6), pp. 2926-2939. (doi: 10.1109/TVCG.2022.3144143) (PMID:35044917)

Duncan, Christian, Pears, Nick E., Dai, Hang, Smith, Will A. P. and O′Higgins, Paul (2022) Applications of 3D photography in craniofacial surgery. Journal of Pediatric Neurosciences, 17(5), pp. 21-28. (doi: 10.4103/jpn.JPN_48_22) (PMID:36388007) (PMCID:PMC9648652)

2021

Luo, Shujie, Dai, Hang, Shao, Ling and Ding, Yong (2021) M3DSSD: Monocular 3D Single Stage Object Detector. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, 20-25 Jun 2021, pp. 6141-6150. ISBN 9781665445092 (doi: 10.1109/CVPR46437.2021.00608)

Khan, Sohail Ahmed and Dai, Hang (2021) Video Transformer for Deepfake Detection with Incremental Learning. In: MM '21: Proceedings of the 29th ACM International Conference on Multimedia, Online, 20-24 Oct 2021, pp. 1821-1828. ISBN 9781450386517 (doi: 10.1145/3474085.3475332)

Li, Jiale, Dai, Hang, Shao, Ling and Ding, Yong (2021) Anchor-Free 3D Single Stage Detector with Mask-Guided Attention for Point Cloud. In: MM '21: Proceedings of the 29th ACM International Conference on Multimedia, Online, 20-24 Oct 2021, pp. 553-562. ISBN 9781450386517 (doi: 10.1145/3474085.3475208)

Li, Jiale, Dai, Hang, Shao, Ling and Ding, Yong (2021) From Voxel to Point: IoU-Guided 3D Object Detection for Point Cloud with Voxel-to-Point Decoder. In: MM '21: Proceedings of the 29th ACM International Conference on Multimedia, Online, 20-24 Oct 2021, pp. 4622-4631. ISBN 9781450386517 (doi: 10.1145/3474085.3475314)

Kaul, Chaitanya, Pears, Nick, Dai, Hang, Murray-Smith, Roderick ORCID: https://orcid.org/0000-0003-4228-7962 and Manandhar, Suresh (2021) Focusnet++: attentive aggregated transformations for efficient and accurate medical image segmentation. In: IEEE 18th International Symposium on Biomedical Imaging (ISBI), Nice, France, 13-16 April 2021, pp. 1042-1046. ISBN 9781665412469 (doi: 10.1109/ISBI48211.2021.9433918)

Dai, Hang, Luo, Shujie, Ding, Yong and Shao, Ling (2021) Commands for autonomous vehicles by progressively stacking visual-linguistic representations. In: Bartoli, Adrien and Fusiello, Andrea (eds.) Computer Vision – ECCV 2020 Workshops. Series: Lecture notes in computer science, 12536. Springer, pp. 27-32. ISBN 9783030660963 (doi: 10.1007/978-3-030-66096-3_2)

Luo, Shujie, Dai, Hang, Shao, Ling and Ding, Yong (2021) C4AV: learning cross-modal representations from transformers. In: Bartoli, Adrien and Fusiello, Andrea (eds.) Computer Vision – ECCV 2020 Workshops. Series: Lecture notes in computer science, 12536. Springer, pp. 33-38. ISBN 9783030660963 (doi: 10.1007/978-3-030-66096-3_3)

2020

Dai, Hang, Pears, Nick, Huber, Patrik and Smith, William A. P. (2020) 3D morphable models: the face, ear and head. In: Liu, Yonghuai, Pears, Nick, Rosin, Paul L. and Huber, Patrik (eds.) 3D Imaging, Analysis and Applications. Springer, pp. 463-512. ISBN 9783030440701 (doi: 10.1007/978-3-030-44070-1_10)

Dai, Hang, Pears, Nick, Smith, William and Duncan, Christian (2020) Statistical modeling of craniofacial shape and texture. International Journal of Computer Vision, 128(2), pp. 547-571. (doi: 10.1007/s11263-019-01260-7)

Articles

Liu, Qianying, Gu, Xiao, Henderson, Paul ORCID: https://orcid.org/0000-0002-5198-7445, Dai, Hang and Deligianni, Fani ORCID: https://orcid.org/0000-0003-1306-5017 (2025) Certainty-guided cross contrastive learning for semi-supervised medical image segmentation. IEEE Transactions on Biomedical Engineering, (Accepted for Publication)

Tragakis, Athanasios, Kaul, Chaitanya, Mitchell, Kevin J. ORCID: https://orcid.org/0009-0005-3433-7167, Dai, Hang, Murray-Smith, Roderick ORCID: https://orcid.org/0000-0003-4228-7962 and Faccio, Daniele ORCID: https://orcid.org/0000-0001-8397-334X (2025) IGAF: Incremental Guided Attention Fusion for depth super-resolution. Sensors, 25(1), 24. (doi: 10.3390/s25010024) (PMID:39796813) (PMCID:PMC11723017)

Tang, Jun, Lu, Chenyan, Liu, Zhengxue, Li, Jiale, Dai, Hang and Ding, Yong (2024) CTVSR: Collaborative Spatial–Temporal Transformer for Video Super-Resolution. IEEE Transactions on Circuits and Systems for Video Technology, 34(6), pp. 5018-5032. (doi: 10.1109/tcsvt.2023.3340439)

Chen, Geng, Qin, Jie, Amor, Boulbaba Ben, Zhou, Weiming, Dai, Hang, Zhou, Tao, Huang, Heyuan and Shao, Ling (2023) Automatic detection of tooth-gingiva trim lines on dental surfaces. IEEE Transactions on Medical Imaging, (doi: 10.1109/tmi.2023.3263161) (PMID:37015112) (Early Online Publication)

Huang, Zhou, Xiang, Tian-Zhu, Chen, Huai-Xin and Dai, Hang (2022) Scribble-based boundary-aware network for weakly supervised salient object detection in remote sensing images. ISPRS Journal of Photogrammetry and Remote Sensing, 191, pp. 290-301. (doi: 10.1016/j.isprsjprs.2022.07.014)

Chen, Geng, Dai, Hang, Zhou, Tao, Shen, Jianbing and Shao, Ling (2022) Automatic Schelling point detection from meshes. IEEE Transactions on Visualization and Computer Graphics, 29(6), pp. 2926-2939. (doi: 10.1109/TVCG.2022.3144143) (PMID:35044917)

Duncan, Christian, Pears, Nick E., Dai, Hang, Smith, Will A. P. and O′Higgins, Paul (2022) Applications of 3D photography in craniofacial surgery. Journal of Pediatric Neurosciences, 17(5), pp. 21-28. (doi: 10.4103/jpn.JPN_48_22) (PMID:36388007) (PMCID:PMC9648652)

Dai, Hang, Pears, Nick, Smith, William and Duncan, Christian (2020) Statistical modeling of craniofacial shape and texture. International Journal of Computer Vision, 128(2), pp. 547-571. (doi: 10.1007/s11263-019-01260-7)

Book Sections

Hong, Yu, Dai, Hang and Ding, Yong (2022) Cross-Modality Knowledge Distillation network for monocular 3D object detection. In: Avidan, Shai, Brostow, Gabriel, Cissé, Moustapha, Farinella, Giovanni Maria and Hassner, Tal (eds.) Computer Vision – ECCV 2022. Series: Lecture notes in computer science, 13670. Springer, pp. 87-104. ISBN 9783031200809 (doi: 10.1007/978-3-031-20080-9_6)

Qin, Xuebin, Dai, Hang, Hu, Xiaobin, Fan, Denping, Shao, Ling and Gool, Luc Van (2022) Highly accurate dichotomous image segmentation. In: Avidan, Shai, Brostow, Gabriel, Cissé, Moustapha, Farinella, Giovanni Maria and Hassner, Tal (eds.) Computer Vision – ECCV 2022. Series: Lecture notes in computer science, 13678. Springer, pp. 38-56. ISBN 9783031197970 (doi: 10.1007/978-3-031-19797-0_3)

Li, Jiale, Dai, Hang and Ding, Yong (2022) Self-distillation for robust LiDAR semantic segmentation in autonomous driving. In: Avidan, Shai, Brostow, Gabriel, Cissé, Moustapha, Farinella, Giovanni Maria and Hassner, Tal (eds.) Computer Vision – ECCV 2022. Series: Lecture notes in computer science, 13688. Springer, pp. 659-676. ISBN 9783031198151 (doi: 10.1007/978-3-031-19815-1_38)

Dai, Hang, Luo, Shujie, Ding, Yong and Shao, Ling (2021) Commands for autonomous vehicles by progressively stacking visual-linguistic representations. In: Bartoli, Adrien and Fusiello, Andrea (eds.) Computer Vision – ECCV 2020 Workshops. Series: Lecture notes in computer science, 12536. Springer, pp. 27-32. ISBN 9783030660963 (doi: 10.1007/978-3-030-66096-3_2)

Luo, Shujie, Dai, Hang, Shao, Ling and Ding, Yong (2021) C4AV: learning cross-modal representations from transformers. In: Bartoli, Adrien and Fusiello, Andrea (eds.) Computer Vision – ECCV 2020 Workshops. Series: Lecture notes in computer science, 12536. Springer, pp. 33-38. ISBN 9783030660963 (doi: 10.1007/978-3-030-66096-3_3)

Dai, Hang, Pears, Nick, Huber, Patrik and Smith, William A. P. (2020) 3D morphable models: the face, ear and head. In: Liu, Yonghuai, Pears, Nick, Rosin, Paul L. and Huber, Patrik (eds.) 3D Imaging, Analysis and Applications. Springer, pp. 463-512. ISBN 9783030440701 (doi: 10.1007/978-3-030-44070-1_10)

Conference Proceedings

Liu, Qianying, Henderson, Paul ORCID: https://orcid.org/0000-0002-5198-7445, Gu, Xiao, Dai, Hang and Deligianni, Fani ORCID: https://orcid.org/0000-0003-1306-5017 (2024) Learning Semi-Supervised Medical Image Segmentation from Spatial Registration. In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025), Tucson, AZ, USA, 28 February - 4 March 2025, (Accepted for Publication)

Li, Jiale, Dai, Hang, Wang, Yu, Cao, Guangzhi, Luo, Chun and Ding, Yong (2024) Improving Radial Imbalances with Hybrid Voxelization and RadialMix for LiDAR 3D Semantic Segmentation. In: 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, Japan, 13-17 May 2024, pp. 7710-7717. ISBN 9798350384581 (doi: 10.1109/icra57147.2024.10610604)

Tragakis, Athanasios, Liu, Qianying, Kaul, Chaitanya, Kumar Roy, Swalpa, Dai, Hang, Deligianni, Fani ORCID: https://orcid.org/0000-0003-1306-5017, Murray-Smith, Roderick ORCID: https://orcid.org/0000-0003-4228-7962 and Faccio, Daniele ORCID: https://orcid.org/0000-0001-8397-334X (2024) GLFNet: Global-Local (Frequency) Filter Networks for efficient Medical Image Segmentation. In: 21st IEEE International Symposium on Biomedical Imaging, Athens, Greece, 27-30 May 2024, (Accepted for Publication)

Huang, Zhou, Dai, Hang, Xiang, Tian-Zhu, Wang, Shuo, Chen, Huai-Xin, Qin, Jie and Xiong, Huan (2023) Feature Shrinkage Pyramid for Camouflaged Object Detection with Transformers. In: IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2023), Vancouver, Canada, 18-22 June 2023, pp. 5557-5566. ISBN 9798350301298 (doi: 10.1109/CVPR52729.2023.00538)

Li, Jiale, Dai, Hang, Han, Hao and Ding, Yong (2023) MSeg3D: Multi-modal 3D Semantic Segmentation for Autonomous Driving. In: IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2023), Vancouver, Canada, 18-22 June 2023, pp. 21694-21704. ISBN 9798350301298 (doi: 10.1109/CVPR52729.2023.02078)

Hu, Xiaobin, Wang, Shuo, Qin, Xuebin, Dai, Hang, Ren, Wenqi, Luo, Donghao, Tai, Ying and Shao, Ling (2023) High-resolution Iterative Feedback Network for Camouflaged Object Detection. In: 37th AAAI Conference on Artificial Intelligence (AAAI-23), Washington, DC, USA, 7-14 Feb 2023, pp. 881-889. ISBN 9781577358800 (doi: 10.1609/aaai.v37i1.25167)

Chen, Yi-Nan, Dai, Hang and Ding, Yong (2022) Pseudo-Stereo for Monocular 3D Object Detection in Autonomous Driving. In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, USA, 18-24 Jun 2022, pp. 877-887. ISBN 9781665469463 (doi: 10.1109/CVPR52688.2022.00096)

Luo, Shujie, Dai, Hang, Shao, Ling and Ding, Yong (2021) M3DSSD: Monocular 3D Single Stage Object Detector. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, 20-25 Jun 2021, pp. 6141-6150. ISBN 9781665445092 (doi: 10.1109/CVPR46437.2021.00608)

Khan, Sohail Ahmed and Dai, Hang (2021) Video Transformer for Deepfake Detection with Incremental Learning. In: MM '21: Proceedings of the 29th ACM International Conference on Multimedia, Online, 20-24 Oct 2021, pp. 1821-1828. ISBN 9781450386517 (doi: 10.1145/3474085.3475332)

Li, Jiale, Dai, Hang, Shao, Ling and Ding, Yong (2021) Anchor-Free 3D Single Stage Detector with Mask-Guided Attention for Point Cloud. In: MM '21: Proceedings of the 29th ACM International Conference on Multimedia, Online, 20-24 Oct 2021, pp. 553-562. ISBN 9781450386517 (doi: 10.1145/3474085.3475208)

Li, Jiale, Dai, Hang, Shao, Ling and Ding, Yong (2021) From Voxel to Point: IoU-Guided 3D Object Detection for Point Cloud with Voxel-to-Point Decoder. In: MM '21: Proceedings of the 29th ACM International Conference on Multimedia, Online, 20-24 Oct 2021, pp. 4622-4631. ISBN 9781450386517 (doi: 10.1145/3474085.3475314)

Kaul, Chaitanya, Pears, Nick, Dai, Hang, Murray-Smith, Roderick ORCID: https://orcid.org/0000-0003-4228-7962 and Manandhar, Suresh (2021) Focusnet++: attentive aggregated transformations for efficient and accurate medical image segmentation. In: IEEE 18th International Symposium on Biomedical Imaging (ISBI), Nice, France, 13-16 April 2021, pp. 1042-1046. ISBN 9781665412469 (doi: 10.1109/ISBI48211.2021.9433918)