| 2021 | Edge-enhanced Instance Segmentation of Wrist CT via a Semi-Automatic Annotation Database Construction Method. | Xiaoxu Li, Yu Peng, Min Xu |
| 2021 | Improved Spatio-temporal Action Localization for Surveillance Videos. | Morgan Liang, Xun Li, Sandersan Onie, Mark E. Larsen, Arcot Sowmya |
| 2021 | Combining Data Augmentation and Domain Distance Minimisation to Reduce Domain Generalisation Error. | Hoang-Son Le, Rini Akmeliawati, Gustavo Carneiro |
| 2021 | Full Series Algorithm of Automatic Building Extraction and Modelling From LiDAR Data. | Fayez Tarsha Kurdi, Zahra Gharineiat, Glenn Campbell, Emon Kumar Dey, Mohammad Awrangjeb |
| 2021 | OCT chorio-retinal segmentation with adversarial loss. | Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Michael J. Collins |
| 2021 | A Comparison of Saliency Methods for Deep Learning Explainability. | Salamata Konate, Lo Lebrat, Rodrigo Santa Cruz, Elliot Smith, Andrew P. Bradley, Clinton Fookes, Olivier Salvado |
| 2021 | RC-Net: A Convolutional Neural Network for Retinal Vessel Segmentation. | Tariq Mahmood Khan, Antonio Robles-Kelly, Syed Saud Naqvi |
| 2021 | Semi-Supervised 3D Hand Shape and Pose Estimation with Label Propagation. | Samira Kaviani, Amir Rahimi, Richard Hartley |
| 2021 | HEp-2 Specimen Cell Detection and Classification Using Very Deep Convolutional Neural Networks-Based Cell Shape. | Brandon Jorgensen, Khamael Al-Dulaimi, Jasmine Banks |
| 2021 | Flood Detection in Social Media Using Multimodal Fusion on Multilingual Dataset. | Rabiul Islam Jony, Alan Woodley, Dimitri Perrin |
| 2021 | QuantYOLO: A High-Throughput and Power-Efficient Object Detection Network for Resource and Power Constrained UAVs. | Muhammad Gohar Javed, Minahil Raza, Muhammad Mohsin Ghaffar, Christian Weis, Norbert Wehn, Muhammad Shahzad, Faisal Shafait |
| 2021 | Domain Adaptation for Plant Organ Detection with Style Transfer. | Chrisbin James, Yanyang Gu, Scott C. Chapman, Wei Guo, Etienne David, Simon Madec, Andries B. Potgieter, Anders Eriksson |
| 2021 | GuideNet: Learning Inter- Vertebral Guides in DXA Lateral Spine Images. | Zaid Ilyas, Naeha Sharif, John T. Schousboe, Joshua R. Lewis, David Suter, Syed Zulqarnain Gilani |
| 2021 | High Definition LiDAR mapping of Perth CBD. | Muhammad Ibrahim, Naveed Akhtar, Mohammad A. A. K. Jalwana, Michael J. Wise, Ajmal Mian |
| 2021 | A Seq2seq-based Model with Global Semantic Context for Scene Text Recognition. | Yi-Li Huang, Shi-Lin Wang, Chengyu Gu, Zheng Huang, Kai Chen |
| 2021 | Texture enhanced Statistical Region Merging with application to automatic knee bones segmentation from CT. | Michael Howes, Mariusz Bajger, Gobert N. Lee, Francesca Bucci, Saulo Martelli |
| 2021 | Identifying Bikers Without Helmets Using Deep Learning Models. | Md. Iqbal Hossain, Raghib Barkat Muhib, Amitabha Chakrabarty |
| 2021 | Overlapping Cell Nuclei Segmentation in Digital Histology Images using Intensity-based Contours. | Md Shamim Hossain, Leisa J. Armstrong, Jumana Abu-Khalaf, David M. Cook, Pauline Zaenker |
| 2021 | A Generative Deep Learning Approach for Forensic Facial Reconstruction. | Mitchell Hargreaves, David Ting, Stephen Bajan, Kamron Bhavnagri, Richard Bassed, Xiaojun Chang |
| 2021 | Incremental Learning of Object Detector with Limited Training Data. | Muhammad Abdullah Hafeez, Adnan Ul-Hasan, Faisal Shafait |
| 2021 | Similarity Learning based Few Shot Learning for ECG Time Series Classification. | Priyanka Gupta, Sathvik Bhaskarpandit, Manik Gupta |
| 2021 | Automatic Pruning for Quantized Neural Networks. | Luis Guerra, Tom Drummond |
| 2021 | Indoor Semantic Scene Understanding Using 2D-3D Fusion. | Muraleekrishna Gopinathan, Giang Truong, Jumana Abu-Khalaf |
| 2021 | Brain MRI motion artifact reduction using 3D conditional generative adversarial networks on simulated motion. | Mina Ghaffari, Kamlesh Pawar, Ruth Oliver |
| 2021 | Elimination of Central Artefacts of L-SPECT with Modular Partial Ring Detectors by Shifting Center of Scanning. | Manu Francis, Murat Tahtali, Mark R. Pickering |