Albumentations: fast and flexible image augmentations

18 September 2018

Papers citing "Albumentations: fast and flexible image augmentations"

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Title
Oral cancer detection and interpretation: Deep multiple instance learning versus conventional deep single instance learning N. Koriakina Natavsa Sladoje Vladimir Bavsić Joakim Lindblad 14 4 0 03 Feb 2022
Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls Farhad Maleki K. Ovens Rajiv Gupta C. Reinhold A. Spatz Reza Forghani 36 68 0 01 Feb 2022
An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks Dominik Muller Iñaki Soto Rey Frank Kramer 21 56 0 27 Jan 2022
AiTLAS: Artificial Intelligence Toolbox for Earth Observation I. Dimitrovski Ivan Kitanovski P. Panov Nikola Simidjievski D. Kocev 29 10 0 21 Jan 2022
AugLy: Data Augmentations for Robustness Zoe Papakipos Joanna Bitton AAML 29 53 0 17 Jan 2022
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression Niccolo Marini M. Atzori Sebastian Otalora Stéphane Marchand-Maillet Henning Muller MedIm 28 11 0 17 Jan 2022
On the Cross-dataset Generalization in License Plate Recognition Rayson Laroca Everton VIlhena Cardoso D. Lucio Valter Estevam David Menotti 21 42 0 02 Jan 2022
3D Structural Analysis of the Optic Nerve Head to Robustly Discriminate Between Papilledema and Optic Disc Drusen M. Girard S. Panda T. A. Tun E. A. Wibroe Raymond P. Najjar A. Tin Alexandre Hoang Thiery S. Hamann C. Fraser D. Milea 38 3 0 18 Dec 2021
Forensic Analysis of Synthetically Generated Western Blot Images S. Mandelli D. Cozzolino E. D. Cannas J. P. Cardenuto Daniel Moreira ... Walter J. Scheirer Anderson de Rezende Rocha L. Verdoliva Stefano Tubaro Edward J. Delp 27 21 0 16 Dec 2021
ForgeryNet -- Face Forgery Analysis Challenge 2021: Methods and Results Yinan He Lu Sheng Jing Shao Ziwei Liu Zhaofan Zou ... Mingwen Zhang Zhiheng Wang Zhenhang Huang Tianming Zhang Ningning Zhao CVBM 23 2 0 15 Dec 2021
Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications Karin Stacke Jonas Unger Claes Lundström Gabriel Eilertsen OOD SSL 21 25 0 10 Dec 2021
SwiftSRGAN -- Rethinking Super-Resolution for Efficient and Real-time Inference Koushik Sivarama Krishnan Karthik Sivarama Krishnan 18 8 0 29 Nov 2021
Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networks Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg 36 14 0 06 Nov 2021
Digging Into Self-Supervised Learning of Feature Descriptors Iaroslav Melekhov Zakaria Laskar Xiaotian Li Shuzhe Wang Arno Solin SSL 32 8 0 10 Oct 2021
Vision Transformer based COVID-19 Detection using Chest X-rays Koushik Sivarama Krishnan Karthik Sivarama Krishnan ViT MedIm 36 54 0 09 Oct 2021
Efficient large-scale image retrieval with deep feature orthogonality and Hybrid-Swin-Transformers Christof Henkel 43 14 0 07 Oct 2021
Balanced Masked and Standard Face Recognition Delong Qi Kangli Hu Weijun Tan Qi Yao Jingfeng Liu CVBM 29 4 0 04 Oct 2021
Towards Rotation Invariance in Object Detection Agastya Kalra Guy Stoppi B. Brown Rishav Agarwal A. Kadambi ObjD 33 13 0 28 Sep 2021
Semi-Supervised Adversarial Discriminative Domain Adaptation Thai Nguyen Anh Nguyen Nghia Le H. Le GAN 31 10 0 27 Sep 2021
ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery Videos Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Y. El-Shabrawi Klaus Schoeffmann 18 8 0 25 Sep 2021
SCSS-Net: Solar Corona Structures Segmentation by Deep Learning Š. Mackovjak Martin Harman V. Maslej-Krešňáková P. Butka 29 10 0 22 Sep 2021
Background-Foreground Segmentation for Interior Sensing in Automotive Industry Claudia Drygala Matthias Rottmann Hanno Gottschalk Klaus Friedrichs Thomas Kurbiel 26 2 0 20 Sep 2021
Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images Galadrielle Humblot-Renaux Letizia Marchegiani T. Moeslund Rikke Gade SSeg EgoV 34 14 0 15 Sep 2021
Densely-Populated Traffic Detection using YOLOv5 and Non-Maximum Suppression Ensembling Raian Rahman Zadid Bin Azad Md. Bakhtiar Hasan ObjD 17 29 0 27 Aug 2021
Deep Learning-based Spacecraft Relative Navigation Methods: A Survey Jianing Song Duarte Rondao Nabil Aouf 8 76 0 19 Aug 2021
SynFace: Face Recognition with Synthetic Data Haibo Qiu Baosheng Yu Dihong Gong Zhifeng Li Wei Liu Dacheng Tao 24 124 0 18 Aug 2021
Addressing materials' microstructure diversity using transfer learning Aurèle Goetz Ali Riza Durmaz Martin Müller Akhil Thomas D. Britz P. Kerfriden C. Eberl OOD 22 21 0 29 Jul 2021
Developing efficient transfer learning strategies for robust scene recognition in mobile robotics using pre-trained convolutional neural networks H. Baumgartl Ricardo Buettner 3DPC 43 3 0 23 Jul 2021
Built-in Elastic Transformations for Improved Robustness Sadaf Gulshad Ivan Sosnovik A. Smeulders AAML 22 1 0 20 Jul 2021
Mutually improved endoscopic image synthesis and landmark detection in unpaired image-to-image translation Lalith Sharan Gabriele Romano Sven Koehler Halvar Kelm M. Karck R. de Simone Sandy Engelhardt MedIm 32 28 0 14 Jul 2021
Combining EfficientNet and Vision Transformers for Video Deepfake Detection D. Coccomini Nicola Messina Claudio Gennaro Fabrizio Falchi ViT 32 169 0 06 Jul 2021
DivergentNets: Medical Image Segmentation by Network Ensemble Vajira Thambawita Steven A. Hicks P. Halvorsen Michael A. Riegler 14 23 0 01 Jul 2021
Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules Urtzi Otamendi Iñigo Martinez M. Quartulli Igor García Olaizola E. Viles W. Cambarau 17 48 0 21 Jun 2021
Generation of the NIR spectral Band for Satellite Images with Convolutional Neural Networks S. Illarionova Dmitrii G. Shadrin A. Trekin V. Ignatiev Ivan V. Oseledets GAN 19 17 0 13 Jun 2021
CATs: Cost Aggregation Transformers for Visual Correspondence Seokju Cho Sunghwan Hong Sangryul Jeon Yunsung Lee Kwanghoon Sohn Seungryong Kim ViT 26 86 0 04 Jun 2021
Deepfake Detection by Human Crowds, Machines, and Machine-informed Crowds Matthew Groh Ziv Epstein C. Firestone Rosalind W. Picard 49 143 0 13 May 2021
Waste detection in Pomerania: non-profit project for detecting waste in environment Sylwia Majchrowska Agnieszka Mikołajczyk M. Ferlin Zuzanna Klawikowska Marta A. Plantykow Arkadiusz Kwasigroch K. Majek 22 125 0 12 May 2021
End-to-End Optical Character Recognition for Bengali Handwritten Words Farisa Benta Safir Abu Quwsar Ohi M. Mridha M. Monowar Md. Abdul Hamid 18 10 0 09 May 2021
AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy Yunxiang Li G. Zeng Yifan Zhang Jun Wang Qianni Zhang ... Neng Xia Ruizi Peng Kai Tang Yaqi Wang Shuai Wang MedIm AI4CE 92 28 0 02 May 2021
Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery Can Yaris Kaleb Kassaw Bohao Huang Kyle Bradbury Jordan M. Malof 21 20 0 28 Apr 2021
Exploring 2D Data Augmentation for 3D Monocular Object Detection K. Santhakumar B. R. Kiran T. Gauthier Nit Tiruchirappalli Sastra University S. Yogamani 3DPC 26 7 0 21 Apr 2021
Deepfake Detection Scheme Based on Vision Transformer and Distillation Young-Jin Heo Y. Choi Young-Woon Lee Byung-Gyu Kim ViT 17 55 0 03 Apr 2021
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Lukás Picek Milan Šulc Jirí Matas J. Heilmann‐Clausen T. Jeppesen T. Læssøe T. Frøslev 30 54 0 18 Mar 2021
Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning Mamshad Nayeem Rizve Salman Khan F. Khan M. Shah 41 108 0 01 Mar 2021
Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case S. Nesteruk Dmitrii G. Shadrin M. Pukalchik 13 9 0 24 Feb 2021
Efficient Palm-Line Segmentation with U-Net Context Fusion Module Toan Pham Van S. T. Nguyen Linh Doan Bao Ngoc N. Tran Ta Minh Thanh 24 6 0 24 Feb 2021
Learning Accurate Dense Correspondences and When to Trust Them Prune Truong Martin Danelljan Luc Van Gool Radu Timofte 3DH 3DPC 73 128 0 05 Jan 2021
Detecting and Adapting to Irregular Distribution Shifts in Bayesian Online Learning Aodong Li Alex Boyd Padhraic Smyth Stephan Mandt 15 21 0 15 Dec 2020
DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation Han Qiu Yi Zeng Shangwei Guo Tianwei Zhang Meikang Qiu B. Thuraisingham AAML 21 191 0 13 Dec 2020
Visual Identification of Articulated Object Parts V. Zeng Timothy E. Lee Jacky Liang Oliver Kroemer 32 44 0 01 Dec 2020