| 2021 | Method for training a compact discrete neural network descriptor. | Alexander V. Sheshkus, Vladimir L. Arlazarov |
| 2021 | Advertisement replacement in video. | Viacheslav Shalamov |
| 2021 | Exploring loss functions for optimising the accuracy of Siamese neural networks in re-identification applications. | Jonathan Eichild Schmidt |
| 2021 | Robust deep unsupervised learning framework to discover unseen plankton species. | Eivind Salvesen, Aya Saad, Annette Stahl |
| 2021 | Bangla sign digits recognition using depth information. | S. M. Rayeed |
| 2021 | Indoor visual mapping and navigation for blind people. | Darius Plikynas |
| 2021 | Zero-shot learning and classification of steel surface defects. | Amr M. Nagy |
| 2021 | Auto-clustering pairs generation method for Siamese neural networks training. | Arseniy K. Mokin, Alexander V. Gayer, Alexander V. Sheshkus, Vladimir L. Arlazarov |
| 2021 | Efficient table border segmentation with asymmetric convolutions. | Mohammad Minouei, Mohammad Reza Soheili |
| 2021 | Melatect: a machine learning approach for identifying malignant melanoma in skin growths. | Vidushi Meel |
| 2021 | Joint motion context and clip augmentation for spatio-temporal action detection. | Xurui Ma, Xiang Zhang, Chengkun Wu, Chuanfu Xu, Jie Liu, Zhigang Luo |
| 2021 | Garbage detection and classification method based on YoloV5 algorithm. | Zhaohao Lv, Huiyan Li, Yeming Liu |
| 2021 | Anomaly detection with partitioning overfitting autoencoder ensembles. | Boris Lorbeer, Max Botler |
| 2021 | Combination of visual and semantic criteria for automated selection of region proposals in a bounding box. | Mohamed-Hicham Leghettas, Robin Delarde, Camille Kurtz, Laurent Wendling |
| 2021 | Bi-direction co-attention network on visual question answering for blind people. | Tung Le |
| 2021 | Unsupervised clustering-based analysis of the measured eye-tracking data. | Miroslav Laco, Wanda Benesova |
| 2021 | An I-vector-based approach for discriminating between patients with Parkinson's disease and healthy people. | Rania Khaskhoussy, Yassine Ben Ayed |
| 2021 | Determination of the porous structure parameters from experimental images for the porous phantoms generation algorithm. | Anvar Khafizov, Maxim Grigoriev, Alexey V. Buzmakov |
| 2021 | Image-based damage detection on TiN-coated milling tools by using a multi-light scattering illumination technique. | Sunil Kancharana |
| 2021 | Depth estimation from a single CD-SEM image using domain adaptation with multimodal data. | Thomas Huisman, Maxim Pisarenco, Peter H. N. de With |
| 2021 | A new approach for integrating data into big data warehouse. | Intissar Hilali, Ridha Ejbali |
| 2021 | Autonomous monitoring of finishing pigs using side-view cameras and deep learning. | Kasper Shn Henriksen |
| 2021 | TransGSnet: transformer-embedded ground segmentation of point cloud for rough roads. | Dong He |
| 2021 | Parameter decoupling strategy for semi-supervised 3D left atrium segmentation. | Xuanting Hao, Jicong Zhang |
| 2021 | 3D human pose estimation for martial arts analysis through graph convolutional networks. | Victor H. Giron |