Class balanced underwater object detection dataset generated by
class-wise style augmentation

Class balanced underwater object detection dataset generated by class-wise style augmentation

20 January 2021

Junyu Dong

ArXiv (abs)PDF HTML

Papers citing "Class balanced underwater object detection dataset generated by class-wise style augmentation"

17 / 17 papers shown

Title
A Benchmark dataset for both underwater image enhancement and underwater object detection Long Chen Lei Tong Feixiang Zhou Zheheng Jiang Zhenyang Li Jialin Lv Junyu Dong Huiyu Zhou 24 9 0 29 Jun 2020
Underwater object detection using Invert Multi-Class Adaboost with deep learning Long Chen Zhihua Liu Lei Tong Zheheng Jiang Shengke Wang Junyu Dong Huiyu Zhou 31 74 0 23 May 2020
Learning Data Augmentation Strategies for Object Detection Barret Zoph E. D. Cubuk Golnaz Ghiasi Nayeon Lee Jonathon Shlens Quoc V. Le 94 534 0 26 Jun 2019
Fast Underwater Image Enhancement for Improved Visual Perception M. Islam Youya Xia Junaed Sattar GAN 53 899 0 23 Mar 2019
Real-world Underwater Enhancement: Challenges, Benchmarks, and Solutions Risheng Liu Xin-Yue Fan Ming Zhu Minjun Hou Zhongxuan Luo 76 507 0 15 Jan 2019
An Underwater Image Enhancement Benchmark Dataset and Beyond Chongyi Li Chunle Guo Wenqi Ren Runmin Cong Junhui Hou Sam Kwong Dacheng Tao 3DV 81 1,280 0 11 Jan 2019
Style Augmentation: Data Augmentation via Style Randomization Philip T. G. Jackson Amir Atapour-Abarghouei Stephen Bonner T. Breckon B. Obara OOD 49 175 0 14 Sep 2018
The Effectiveness of Data Augmentation in Image Classification using Deep Learning Luis Perez Jason Wang 82 2,789 0 13 Dec 2017
Deep Photo Style Transfer Fujun Luan Sylvain Paris Eli Shechtman Kavita Bala GAN 90 686 0 22 Mar 2017
Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World Joshua Tobin Rachel Fong Alex Ray Jonas Schneider Wojciech Zaremba Pieter Abbeel 257 2,966 0 20 Mar 2017
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 775 36,813 0 25 Aug 2016
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Özgün Çiçek Ahmed Abdulkadir S. Lienkamp Thomas Brox Olaf Ronneberger 3DV 3DPC SSeg 3DH 152 6,537 0 21 Jun 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 237 10,249 0 27 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 883 27,373 0 02 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,386 0 04 Sep 2014