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14th ICMV 2021: Rome, Italy
- Wolfgang Osten, Dmitry Nikolaev:
Fourteenth International Conference on Machine Vision, ICMV 2021, Rome, Italy, November 8-12, 2021. SPIE Proceedings 12084, SPIE 2021, ISBN 9781510650442
Machine Vision Principles and Methods
- Otmane Azeroual
:
Proof of concept to secure the quality of research data. 1208402 - Zhaohao Lv, Huiyan Li, Yeming Liu:
Garbage detection and classification method based on YoloV5 algorithm. 1208403 - Boris Lorbeer, Max Botler:
Anomaly detection with partitioning overfitting autoencoder ensembles. 1208404 - Annette Stahl:
Progressive integration of visibility constraints for implicit functions. 1208405 - Johannes Brust, Joachim Hertzberg:
Automated byproduct segmentation in grain images. 1208406 - Rajeshreddy Datla
A multimodal semantic segmentation for airport runway delineation in panchromatic remote sensing images. 1208407 - Miroslav Laco, Wanda Benesova
Unsupervised clustering-based analysis of the measured eye-tracking data. 1208408 - Dong He:
TransGSnet: transformer-embedded ground segmentation of point cloud for rough roads. 1208409 - Rania Khaskhoussy, Yassine Ben Ayed:
An I-vector-based approach for discriminating between patients with Parkinson's disease and healthy people. 120840A - Oleg Slavin
Application of modified Levenshtein distance for classification of noisy business document images. 120840B - Serguei Barannikov
Homological assessment of data representations. 120840C - Farnoush Zohourian:
Enhancement of the super pixel-CNN based road segmentation using cycle consistent adversarial network. 120840D - Mohamed-Hicham Leghettas, Robin Deléarde, Camille Kurtz
Combination of visual and semantic criteria for automated selection of region proposals in a bounding box. 120840E - Long Ye:
Few-shot object detection with anti-confusion grouping. 120840F - Xuanting Hao, Jicong Zhang:
Parameter decoupling strategy for semi-supervised 3D left atrium segmentation. 120840G - Valeria Efimova
Text-based sequential image generation. 120840H - Mohammad Minouei
Efficient table border segmentation with asymmetric convolutions. 120840I - Musab Al-Ghadi
CheckScan: a reference hashing for identity document quality detection. 120840J
Machine Vision Applications
- Massimiliano Barone:
The high variety of image wafer inspection field. 120840K - Sahar Dammak
Face age verification for access control application. 120840L - Anvar Khafizov, Maxim Grigoriev, Alexey V. Buzmakov:
Determination of the porous structure parameters from experimental images for the porous phantoms generation algorithm. 120840M - Rajeshreddy Datla
A framework to derive geospatial attributes for aircraft type recognition in large-scale remote sensing images. 120840N - Sunil Kancharana:
Image-based damage detection on TiN-coated milling tools by using a multi-light scattering illumination technique. 120840O - S. M. Rayeed
Bangla sign digits recognition using depth information. 120840P - Hongqiao Wang:
SAR image ship target detection based on sea-land segmentation and YOLO anchor free. 120840Q - Pavel K. Zlobin, Alexander V. Sheshkus, Vladimir V. Arlazarov
Character sequence prediction method for training data creation in the task of text recognition. 120840R - Darius Plikynas:
Indoor visual mapping and navigation for blind people. 120840S - Xurui Ma, Xiang Zhang, Chengkun Wu, Chuanfu Xu, Jie Liu, Zhigang Luo:
Joint motion context and clip augmentation for spatio-temporal action detection. 120840T - Viacheslav Shalamov:
Advertisement replacement in video. 120840U
Machine Learning
- Eivind Salvesen, Aya Saad, Annette Stahl:
Robust deep unsupervised learning framework to discover unseen plankton species. 120840V - Jonathan Eichild Schmidt
Exploring loss functions for optimising the accuracy of Siamese neural networks in re-identification applications. 120840W - Annette Stahl:
Hole detection in aquaculture net cages from video footage. 120840X - Min Zhu:
Few-shot object detection via metric learning. 120840Y - Ines Abdennaji:
A novel machine learning approach based on fast multi-scale hybrid wavelet network for supporting diagnosis of neuromuscular disorders. 120840Z - Najla Bouarada Ghrab, Emna Fendri, Mohamed Hammami:
Two-stream deep representation for human action recognition. 1208410 - Alexander V. Sheshkus, Vladimir L. Arlazarov:
Method for training a compact discrete neural network descriptor. 1208411 - Yuliya D. Vybornova:
Method for copyright protection of deep neural networks using digital watermarking. 1208412 - Victor H. Giron:
3D human pose estimation for martial arts analysis through graph convolutional networks. 1208413 - Huichen Yang, William H. Hsu:
Automatic metadata information extraction from scientific literature using deep neural networks. 1208414 - Muhammad Hassan:
Integrating single-shot Fast Gradient Sign Method (FGSM) with classical image processing techniques for generating adversarial attacks on deep learning classifiers. 1208415 - Tung Le
Bi-direction co-attention network on visual question answering for blind people. 1208416 - Karim Ben Alaya:
2D-projected tree model reconstruction from monocular images and DNN. 1208417 - Pradhi Anil Kumar Das:
Convolutional neural networks based weapon detection: a comparative study. 1208418 - Jonas Nagell Borgersen, Aya Saad, Annette Stahl:
MOG: a background extraction approach for data augmentation of time-series images in deep learning segmentation. 1208419 - Arseniy K. Mokin
Auto-clustering pairs generation method for Siamese neural networks training. 120841A - Dorsaf Blel, Salima Hassairi
Wavelet network-based deep learning system for image classification. 120841B - Amr M. Nagy:
Zero-shot learning and classification of steel surface defects. 120841C - Kasper Shøn Henriksen:
Autonomous monitoring of finishing pigs using side-view cameras and deep learning. 120841D - Yuhong Zhang, Mingxuan Du, Fuzhen Zhuang, Yuxi Jin, Yuhui Ma, Hongbo Zhang
Joint alignment and compactness learning for multi-source unsupervised domain adaptation. 120841E - Rania Rebai Boukhriss, Emna Fendri, Mohamed Hammami:
Deep neural networks for moving object classification in video surveillance applications. 120841F - Roman A. Sizyakin, Viacheslav V. Voronin, Aleksandra Pizurica
Virtual restoration of paintings based on deep learning. 120841G - Vidushi Meel:
Melatect: a machine learning approach for identifying malignant melanoma in skin growths. 120841H
Computational Imaging
- Thomas Huisman, Maxim Pisarenco, Peter H. N. de With:
Depth estimation from a single CD-SEM image using domain adaptation with multimodal data. 120841I - Mikhail O. Chekanov, Alexey Buzmakov:
X-ray and visible spectra circular motion images dataset. 120841J - Dmitriy A. Balakin:
Improvement of measurement reduction of tomographic images using non-negativity of brightness. 120841K - Mikhail O. Chekanov, Anastasia Ingacheva:
TomoSLAM: factor graph optimization for rotation angle refinement in microtomography. 120841L
Big Data
- Intissar Hilali, Ridha Ejbali:
A new approach for integrating data into big data warehouse. 120841M
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