| 2021 | 2D-projected tree model reconstruction from monocular images and DNN. Karim Ben Alaya |
| 2021 | 3D human pose estimation for martial arts analysis through graph convolutional networks. Victor H. Giron |
| 2021 | A framework to derive geospatial attributes for aircraft type recognition in large-scale remote sensing images. Rajeshreddy Datla, Vishnu Chalavadi, C. Krishna Mohan |
| 2021 | A multimodal semantic segmentation for airport runway delineation in panchromatic remote sensing images. Rajeshreddy Datla, Vishnu Chalavadi, C. Krishna Mohan |
| 2021 | A new approach for integrating data into big data warehouse. Intissar Hilali, Ridha Ejbali |
| 2021 | A novel machine learning approach based on fast multi-scale hybrid wavelet network for supporting diagnosis of neuromuscular disorders. Ines Abdennaji |
| 2021 | Advertisement replacement in video. Viacheslav Shalamov |
| 2021 | An I-vector-based approach for discriminating between patients with Parkinson's disease and healthy people. Rania Khaskhoussy, Yassine Ben Ayed |
| 2021 | Anomaly detection with partitioning overfitting autoencoder ensembles. Boris Lorbeer, Max Botler |
| 2021 | Application of modified Levenshtein distance for classification of noisy business document images. Oleg Slavin, Elena Andreeva |
| 2021 | Auto-clustering pairs generation method for Siamese neural networks training. Arseniy K. Mokin, Alexander V. Gayer, Alexander V. Sheshkus, Vladimir L. Arlazarov |
| 2021 | Automated byproduct segmentation in grain images. Johannes Brust, Joachim Hertzberg |
| 2021 | Automatic metadata information extraction from scientific literature using deep neural networks. Huichen Yang, William H. Hsu |
| 2021 | Autonomous monitoring of finishing pigs using side-view cameras and deep learning. Kasper Shøn Henriksen |
| 2021 | Bangla sign digits recognition using depth information. S. M. Rayeed |
| 2021 | Bi-direction co-attention network on visual question answering for blind people. Tung Le |
| 2021 | Character sequence prediction method for training data creation in the task of text recognition. Pavel K. Zlobin, Alexander V. Sheshkus, Vladimir V. Arlazarov |
| 2021 | CheckScan: a reference hashing for identity document quality detection. Musab Al-Ghadi, Petra Gomez-Krämer, Jean-Christophe Burie |
| 2021 | Combination of visual and semantic criteria for automated selection of region proposals in a bounding box. Mohamed-Hicham Leghettas, Robin Deléarde, Camille Kurtz, Laurent Wendling |
| 2021 | Convolutional neural networks based weapon detection: a comparative study. Pradhi Anil Kumar Das |
| 2021 | Deep neural networks for moving object classification in video surveillance applications. Rania Rebai Boukhriss, Emna Fendri, Mohamed Hammami |
| 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 | Determination of the porous structure parameters from experimental images for the porous phantoms generation algorithm. Anvar Khafizov, Maxim Grigoriev, Alexey V. Buzmakov |
| 2021 | Efficient table border segmentation with asymmetric convolutions. Mohammad Minouei, Mohammad Reza Soheili |
| 2021 | Enhancement of the super pixel-CNN based road segmentation using cycle consistent adversarial network. Farnoush Zohourian |
| 2021 | Exploring loss functions for optimising the accuracy of Siamese neural networks in re-identification applications. Jonathan Eichild Schmidt |
| 2021 | Face age verification for access control application. Sahar Dammak, Hazar Mliki, Emna Fendri |
| 2021 | Few-shot object detection via metric learning. Min Zhu |
| 2021 | Few-shot object detection with anti-confusion grouping. Long Ye |
| 2021 | Fourteenth International Conference on Machine Vision, ICMV 2021, Virtual Conference, November 8-12, 2021 Wolfgang Osten, Dmitry Nikolaev |
| 2021 | Garbage detection and classification method based on YoloV5 algorithm. Zhaohao Lv, Huiyan Li, Yeming Liu |
| 2021 | Hole detection in aquaculture net cages from video footage. Annette Stahl |
| 2021 | Homological assessment of data representations. Serguei Barannikov, Evgeny Burnaev |
| 2021 | Image-based damage detection on TiN-coated milling tools by using a multi-light scattering illumination technique. Sunil Kancharana |
| 2021 | Improvement of measurement reduction of tomographic images using non-negativity of brightness. Dmitriy A. Balakin |
| 2021 | Indoor visual mapping and navigation for blind people. Darius Plikynas |
| 2021 | Integrating single-shot Fast Gradient Sign Method (FGSM) with classical image processing techniques for generating adversarial attacks on deep learning classifiers. Muhammad Hassan |
| 2021 | Joint alignment and compactness learning for multi-source unsupervised domain adaptation. Yuhong Zhang, Mingxuan Du, Fuzhen Zhuang, Yuxi Jin, Yuhui Ma, Hongbo Zhang |
| 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 | MOG: a background extraction approach for data augmentation of time-series images in deep learning segmentation. Jonas Nagell Borgersen, Aya Saad, Annette Stahl |
| 2021 | Melatect: a machine learning approach for identifying malignant melanoma in skin growths. Vidushi Meel |
| 2021 | Method for copyright protection of deep neural networks using digital watermarking. Yuliya D. Vybornova |
| 2021 | Method for training a compact discrete neural network descriptor. Alexander V. Sheshkus, Vladimir L. Arlazarov |
| 2021 | Parameter decoupling strategy for semi-supervised 3D left atrium segmentation. Xuanting Hao, Jicong Zhang |
| 2021 | Progressive integration of visibility constraints for implicit functions. Annette Stahl |
| 2021 | Proof of concept to secure the quality of research data. Otmane Azeroual |
| 2021 | Robust deep unsupervised learning framework to discover unseen plankton species. Eivind Salvesen, Aya Saad, Annette Stahl |
| 2021 | SAR image ship target detection based on sea-land segmentation and YOLO anchor free. Hongqiao Wang |
| 2021 | Text-based sequential image generation. Valeria Efimova, Andrey Filchenkov |
| 2021 | The high variety of image wafer inspection field. Massimiliano Barone |
| 2021 | TomoSLAM: factor graph optimization for rotation angle refinement in microtomography. Mikhail O. Chekanov, Anastasia Ingacheva |
| 2021 | TransGSnet: transformer-embedded ground segmentation of point cloud for rough roads. Dong He |
| 2021 | Two-stream deep representation for human action recognition. Najla Bouarada Ghrab, Emna Fendri, Mohamed Hammami |
| 2021 | Unsupervised clustering-based analysis of the measured eye-tracking data. Miroslav Laco, Wanda Benesova |
| 2021 | Virtual restoration of paintings based on deep learning. Roman A. Sizyakin, Viacheslav V. Voronin, Aleksandra Pizurica |
| 2021 | Wavelet network-based deep learning system for image classification. Dorsaf Blel, Salima Hassairi, Ridha Ejbali |
| 2021 | X-ray and visible spectra circular motion images dataset. Mikhail O. Chekanov, Alexey Buzmakov |
| 2021 | Zero-shot learning and classification of steel surface defects. Amr M. Nagy |