The Effectiveness of Data Augmentation in Image Classification using Deep Learning

13 December 2017

Papers citing "The Effectiveness of Data Augmentation in Image Classification using Deep Learning"

16 / 566 papers shown

Title
Accurate pedestrian localization in overhead depth images via Height-Augmented HOG Werner Kroneman Alessandro Corbetta F. Toschi 16 9 0 31 May 2018
AutoAugment: Learning Augmentation Policies from Data E. D. Cubuk Barret Zoph Dandelion Mané Vijay Vasudevan Quoc V. Le 137 1,778 0 24 May 2018
Label Refinery: Improving ImageNet Classification through Label Progression Hessam Bagherinezhad Maxwell Horton Mohammad Rastegari Ali Farhadi 74 190 0 07 May 2018
Building robust prediction models for defective sensor data using Artificial Neural Networks A. Shekar C. S.A. Hugo Ferreira Carlos Soares 27 3 0 16 Apr 2018
BAGAN: Data Augmentation with Balancing GAN G. Mariani Florian Scheidegger R. Istrate C. Bekas A. Malossi 63 315 0 26 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 134 1,320 0 12 Mar 2018
Hydra: an Ensemble of Convolutional Neural Networks for Geospatial Land Classification Rodrigo Minetto Maurício Pamplona Segundo Sudeep Sarkar 95 134 0 10 Feb 2018
Curvature-based Comparison of Two Neural Networks Tao Yu Huan Long John E. Hopcroft 3DPC 59 13 0 21 Jan 2018
Data Augmentation by Pairing Samples for Images Classification H. Inoue 190 425 0 09 Jan 2018
Boundary Optimizing Network (BON) Marco Singh A. Pai 64 0 0 08 Jan 2018
Building Robust Deep Neural Networks for Road Sign Detection Arkar Min Aung Yousef Fadila R. Gondokaryono Luis Gonzalez AAML 46 17 0 26 Dec 2017
The Effectiveness of Data Augmentation for Detection of Gastrointestinal Diseases from Endoscopical Images Andrea Asperti Claudio Mastronardo 61 70 0 11 Dec 2017
Trainable back-propagated functional transfer matrices Chenghao Cai Yanyan Xu Dengfeng Ke Kaile Su Jing Sun 27 0 0 28 Oct 2017
Data Augmentation of Spectral Data for Convolutional Neural Network (CNN) Based Deep Chemometrics E. Bjerrum Mads Glahder T. Skov 40 103 0 05 Oct 2017
Medical Image Analysis using Convolutional Neural Networks: A Review Syed Muhammad Anwar Muhammad Majid A. Qayyum Muhammad Awais M. Alnowami Muhammad Khurram Khan MedIm 96 1,054 0 04 Sep 2017
Controllable Generative Adversarial Network Minhyeok Lee Junhee Seok GAN 63 78 0 02 Aug 2017