Albumentations: fast and flexible image augmentations

18 September 2018

Papers citing "Albumentations: fast and flexible image augmentations"

50 / 170 papers shown

Title
Remote Sensing Imagery for Flood Detection: Exploration of Augmentation Strategies Vladyslav Polushko Damjan Hatic Ronald Rösch Thomas Marz M. Rauhut Andreas Weinmann 36 0 0 28 Apr 2025
Improving Small Drone Detection Through Multi-Scale Processing and Data Augmentation Rayson Laroca Marcelo dos Santos David Menotti ObjD 46 1 0 27 Apr 2025
Leveraging Modified Ex Situ Tomography Data for Segmentation of In Situ Synchrotron X-Ray Computed Tomography Tristan Manchester Adam Anders Julio Spadotto Hannah Eccleston William Beavan Hugues Arcis Brian J. Connolly 29 0 0 27 Apr 2025
Kinship Verification through a Forest Neural Network Ali Nazari M. Moghaddam Omidreza Borzoei CVBM 23 0 0 26 Apr 2025
A Multimodal Hybrid Late-Cascade Fusion Network for Enhanced 3D Object Detection Carlo Sgaravatti Roberto Basla Riccardo Pieroni Matteo Corno S. Savaresi Luca Magri Giacomo Boracchi 3DPC 46 0 0 25 Apr 2025
Embedding Shift Dissection on CLIP: Effects of Augmentations on VLM's Representation Learning Ashim Dahal Saydul Akbar Murad Nick Rahimi VLM 50 0 0 30 Mar 2025
Normalized Matching Transformer Abtin Pourhadi Paul Swoboda ViT 42 0 0 22 Mar 2025
Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration Li Pan Yupei Zhang Qiushi Yang Tan Li Zhen Chen 49 0 0 05 Feb 2025
Enhancing kelp forest detection in remote sensing images using crowdsourced labels with Mixed Vision Transformers and ConvNeXt segmentation models Ioannis Nasios 31 0 0 23 Jan 2025
Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection Yaning Zhang Qiufu Li Zitong Yu L. Shen ViT 52 3 0 31 Dec 2024
Training Strategies for Isolated Sign Language Recognition Karina Kvanchiani Roman Kraynov Elizaveta Petrova Petr Surovcev Aleksandr Nagaev A. Kapitanov 76 1 0 16 Dec 2024
Conformal-in-the-Loop for Learning with Imbalanced Noisy Data J. B. Graham-Knight Jamil Fayyad Nourhan Bayasi Patricia Lasserre H. Najjaran 35 0 0 04 Nov 2024
Erase, then Redraw: A Novel Data Augmentation Approach for Free Space Detection Using Diffusion Model Fulong Ma Weiqing Qi Guoyang Zhao Ming Liu Jun Ma DiffM 27 0 0 30 Sep 2024
UL-VIO: Ultra-lightweight Visual-Inertial Odometry with Noise Robust Test-time Adaptation Jinho Park Se Young Chun Mingoo Seok TTA 33 0 0 19 Sep 2024
Unsupervised Feature Orthogonalization for Learning Distortion-Invariant Representations Sebastian Doerrich Francesco Di Salvo Christian Ledig OOD 28 0 0 18 Sep 2024
Metadata augmented deep neural networks for wild animal classification Aslak Tøn Ammar Ahmed Ali Shariq Imran Mohib Ullah R. Muhammad Atif Azad 32 0 0 07 Sep 2024
Synthetic dual image generation for reduction of labeling efforts in semantic segmentation of micrographs with a customized metric function Matias Oscar Volman Stern Dominic Hohs Markos Diomataris Michael J. Black Gerhard Schneider DiffM 29 0 0 01 Aug 2024
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge Hao Ding Tuxun Lu Yuqian Zhang Ruixing Liang Hongchao Shu ... Bo Wang Marcos Fernández-Rodríguez Estevao Lima João L. Vilaça Mathias Unberath 60 4 0 16 Jul 2024
Segmenting Medical Images with Limited Data Zhaoshan Liua Qiujie Lv Chau Hung Lee L. Shen 59 11 0 12 Jul 2024
NeRF-Feat: 6D Object Pose Estimation using Feature Rendering Shishir Reddy Vutukur Heike Brock Benjamin Busam Tolga Birdal Andreas Hutter Slobodan Ilic 38 5 0 19 Jun 2024
Video-Language Critic: Transferable Reward Functions for Language-Conditioned Robotics Minttu Alakuijala Reginald McLean Isaac Woungang Nariman Farsad Samuel Kaski Pekka Marttinen Kai Yuan LM&Ro 34 1 0 30 May 2024
Image segmentation of treated and untreated tumor spheroids by Fully Convolutional Networks Matthias Streller S. Michlíková Willy Ciecior Katharina Lönnecke L. Kunz-Schughart Steffen Lange Anja Voss-Böhme 61 1 0 02 May 2024
Constellation Dataset: Benchmarking High-Altitude Object Detection for an Urban Intersection Mehmet Kerem Turkcan Sanjeev Narasimhan Chengbo Zang Gyung Hyun Je Bo Yu Mahshid Ghasemi Javad Ghaderi Gil Zussman Z. Kostić 33 2 0 25 Apr 2024
Multi Positive Contrastive Learning with Pose-Consistent Generated Images Sho Inayoshi Aji Resindra Widya Satoshi Ozaki Junji Otsuka Takeshi Ohashi 3DH 44 1 0 04 Apr 2024
Personalized 3D Human Pose and Shape Refinement Tom Wehrbein Bodo Rosenhahn Iain A. Matthews Carsten Stoll 3DH 20 1 0 18 Mar 2024
Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence Sung‐Jin Hong Seokju Cho Seungryong Kim Stephen Lin ViT 51 5 0 17 Mar 2024
Weakly Supervised Object Detection in Chest X-Rays with Differentiable ROI Proposal Networks and Soft ROI Pooling Philip Muller Felix Meissen Georgios Kaissis Daniel Rueckert 27 3 0 19 Feb 2024
One-shot Imitation in a Non-Stationary Environment via Multi-Modal Skill Sangwoo Shin Daehee Lee Minjong Yoo Woo Kyung Kim Honguk Woo 32 9 0 13 Feb 2024
Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI Alexander Oberstrass Sascha E. A. Muenzing Meiqi Niu N. Palomero-Gallagher Christian Schiffer M. Axer K. Amunts Timo Dickscheid 27 3 0 30 Jan 2024
Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs Masachika Masuda Mazen Soufi Yoshito Otake Keisuke Uemura Sotaro Kono ... Yi Gu Masaki Takao Seiji Okada Nobuhiko Sugano Yoshinobu Sato OOD 21 5 0 30 Dec 2023
NDELS: A Novel Approach for Nighttime Dehazing, Low-Light Enhancement, and Light Suppression Silvano Bernabel S. Agaian 38 3 0 11 Dec 2023
LiDAR-based curb detection for ground truth annotation in automated driving validation Jose Luis Apellániz Mikel García Nerea Aranjuelo Javier Barandiarán Marcos Nieto 32 3 0 01 Dec 2023
Automated Measurement of Vascular Calcification in Femoral Endarterectomy Patients Using Deep Learning Alireza Bagheri Rajeoni Breanna Pederson Daniel G. Clair S. Lessner H. Valafar 16 6 0 27 Nov 2023
Classifying cow stall numbers using YOLO Dheeraj Vajjarapu 18 1 0 23 Nov 2023
PMP-Swin: Multi-Scale Patch Message Passing Swin Transformer for Retinal Disease Classification Zhihan Yang Zhiming Cheng Tengjin Weng Shucheng He Yaqi Wang Xin Ye Shuai Wang MedIm 11 1 0 20 Nov 2023
SSG2: A new modelling paradigm for semantic segmentation F. Diakogiannis S. Furby P. Caccetta Xiaoliang Wu Rodrigo Ibata O. Hlinka John Taylor VLM 37 0 0 12 Oct 2023
Online Supervised Training of Spaceborne Vision during Proximity Operations using Adaptive Kalman Filtering T. Park Simone DÁmico 26 8 0 20 Sep 2023
Generalized Cross-domain Multi-label Few-shot Learning for Chest X-rays Aroof Aimen Arsh Verma Makarand Tapaswi N. C. Krishnan 35 0 0 08 Sep 2023
unORANIC: Unsupervised Orthogonalization of Anatomy and Image-Characteristic Features Sebastian Doerrich Francesco Di Salvo C. Ledig 32 3 0 29 Aug 2023
ASY-VRNet: Waterway Panoptic Driving Perception Model based on Asymmetric Fair Fusion of Vision and 4D mmWave Radar Runwei Guan Shanliang Yao Xiaohui Zhu Ka Lok Man Yong Yue Jeremy S. Smith Eng Gee Lim Yutao Yue 35 9 0 20 Aug 2023
Flight Contrail Segmentation via Augmented Transfer Learning with Novel SR Loss Function in Hough Space Junzi Sun Esther Roosenbrand 6 4 0 22 Jul 2023
Putting Humans in the Image Captioning Loop Aliki Anagnostopoulou Mareike Hartmann Daniel Sonntag VLM 27 1 0 06 Jun 2023
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series Alexander Nikitin Letizia Iannucci Samuel Kaski TTA SyDa AI4TS 31 10 0 19 May 2023
Face Recognition Using Synthetic Face Data Omer Granoviter Alexey Gruzdev V. Loginov Max Kogan Orly Zvitia 54 1 0 17 May 2023
Advancing Ischemic Stroke Diagnosis: A Novel Two-Stage Approach for Blood Clot Origin Identification Koushik Sivarama Krishnan P. J. J. Nikesh Swathi Gnanasekar Karthik Sivarama Krishnan 19 0 0 26 Apr 2023
Augmentation-based Domain Generalization for Semantic Segmentation Manuel Schwonberg Fadoua El Bouazati Nico M. Schmidt Hanno Gottschalk 40 7 0 24 Apr 2023
Deployment of Image Analysis Algorithms under Prevalence Shifts Patrick Godau P. Kalinowski E. Christodoulou Annika Reinke M. Tizabi Luciana Ferrer Paul Jäger Lena Maier-Hein 34 9 0 22 Mar 2023
Vision Transformer-based Model for Severity Quantification of Lung Pneumonia Using Chest X-ray Images Bouthaina Slika Fadi Dornaika H. Merdji K. Hammoudi ViT MedIm 26 0 0 18 Mar 2023
Unproportional mosaicing Vojtech Molek P. Hurtík Pavel Vlasánek D. Adamczyk 21 1 0 03 Mar 2023
A Convolutional-Transformer Network for Crack Segmentation with Boundary Awareness Huaqi Tao Bing Liu Jinqiang Cui Hong Zhang ViT 15 23 0 23 Feb 2023