| 2021 | SCMNet: Shared Context Mining Network for Real-time Semantic Segmentation. | Tanmay Singha, Moritz Bergemann, Duc-Son Pham, Aneesh Krishna |
| 2021 | Learning To Segment Dominant Object Motion From Watching Videos. | Sahir Shrestha, Mohammad Ali Armin, Hongdong Li, Nick Barnes |
| 2021 | License Plate Detection and Recognition System for All Types of Bangladeshi Vehicles Using Multi-step Deep Learning Model. | Homaira Huda Shomee, Ataher Sams |
| 2021 | Self-Supervision. Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations. | Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson |
| 2021 | Multi-Dataset Benchmarks for Masked Identification using Contrastive Representation Learning. | Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka |
| 2021 | Quantum Annealing Formulation for Binary Neural Networks. | Michele Sasdelli, Tat-Jun Chin |
| 2021 | A Chaos Theory Approach to Understand Neural Network Optimization. | Michele Sasdelli, Thalaiyasingam Ajanthan, Tat-Jun Chin, Gustavo Carneiro |
| 2021 | A Novel Class-wise Forgetting Detector in Continual Learning. | Xuan Cuong Pham, Alan Wee-Chung Liew, Can Wang |
| 2021 | Detection of Malleefowl Mounds from Point Cloud Data. | Nahida Parvin, Mohammad Awrangjeb, Marc Irvin, Singarayer Florentine, M. Manzur Murshed, Guojun Lu |
| 2021 | Mask-Guided Feature Extraction and Augmentation for Ultra-Fine-Grained Visual Categorization. | Zicheng Pan, Xiaohan Yu, Miaohua Zhang, Yongsheng Gao |
| 2021 | Seagrass Detection from Underwater Digital Images using Faster R-CNN with NASNet. | Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery |
| 2021 | Video-based cattle identification and action recognition. | Chuong Nguyen, Dadong Wang, Karl von Richter, Philip Valencia, Flavio A. P. Alvarenga, Gregory Bishop-Hurley |
| 2021 | Multi-Resolution ResNet for Road and Bridge Crack Detection. | Fereshteh Nayyeri, Jun Zhou |
| 2021 | Slim-YOLO: A Simplified Object Detection Model for the Detection of Pigmented Iris Freckles as a Potential Biomarker for Cutaneous Melanoma. | D. Nathasha U. Naranpanawa, Yanyang Gu, Shekhar S. Chandra, Brigid Betz-Stablein, Richard A. Sturm, H. Peter Soyer, Anders P. Eriksson |
| 2021 | Resource-Constrained Human Presence Detection for Indirect Time-of-Flight Sensors. | Caterina Nahler, Hannes Plank, Christian Steger, Norbert Druml |
| 2021 | 3D Morphable Ear Model: A Complete Pipeline from Ear Segmentation to Statistical Modeling. | Md Mursalin, Syed Mohammed Shamsul Islam, Syed Zulqarnain Gilani |
| 2021 | Extraction of Forest Power lines From LiDAR point cloud Data. | Nosheen Munir, Mohammad Awrangjeb, Bela Stantic |
| 2021 | Robust Re-identification of Manta Rays from Natural Markings by Learning Pose Invariant Embeddings. | Olga Moskvyak, Frdric Maire, Feras Dayoub, Asia O. Armstrong, Mahsa Baktashmotlagh |
| 2021 | Point Cloud Registration with Self-supervised Feature Learning and Beam Search. | Guofeng Mei |
| 2021 | Semantic Attribute Enriched Storytelling from a Sequence of Images. | Zainy M. Malakan, Ghulam Mubashar Hassan, Mohammad A. A. K. Jalwana, Nayyer Aafaq, Ajmal Mian |
| 2021 | Rapid Segmentation of Thoracic Organs using U-net Architecture. | Hassan Mahmood, Syed Mohammed Shamsul Islam, James Hill, Guan Tay |
| 2021 | Reduction of Feature Contamination for Hyper Spectral Image Classification. | Sutharsan Mahendren, Tharindu Fernando, Sridha Sridharan, Peyman Moghadam, Clinton Fookes |
| 2021 | Streaming Multi-layer Ensemble Selection using Dynamic Genetic Algorithm. | Anh Vu Luong, Tien Thanh Nguyen, Alan Wee-Chung Liew |
| 2021 | Deep Adaptive Few Example Learning for Microscopy Image Cell Counting. | Meng Li, Kun Zhao, Can Peng, Peter Hobson, Tony Jennings, Brian C. Lovell |
| 2021 | Protecting Deep Cerebrospinal Fluid Cell Image Processing Models with Backdoor and Semi-Distillation. | Fang-Qi Li, Shi-Lin Wang, Zhen-Hai Wang |