Learning with Weak Annotations for Robust Maritime Obstacle Detection

27 June 2022

Papers citing "Learning with Weak Annotations for Robust Maritime Obstacle Detection"

32 / 32 papers shown

Title
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation Junwen Pan Pengfei Zhu Kaihua Zhang Bing Cao Yu Wang Dingwen Zhang Junwei Han Q. Hu 78 62 0 19 Mar 2022
Learning Maritime Obstacle Detection from Weak Annotations by Scaffolding Lojze Žust Matej Kristan UQCV 35 10 0 01 Aug 2021
MODS -- A USV-oriented object detection and obstacle segmentation benchmark Borja Bovcon Jon Muhovič Dusko Vranac Dean Mozetic J. Pers Matej Kristan VOS 72 67 0 05 May 2021
Spatially Varying Label Smoothing: Capturing Uncertainty from Expert Annotations Mobarakol Islam Ben Glocker UQCV 21 45 0 12 Apr 2021
Are We Ready for Unmanned Surface Vehicles in Inland Waterways? The USVInland Multisensor Dataset and Benchmark Yuwei Cheng Mengxin Jiang Jiannan Zhu Yimin Liu 97 86 0 09 Mar 2021
Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos Bin Zhao Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte VOS 66 16 0 06 Jan 2021
BoxInst: High-Performance Instance Segmentation with Box Annotations Zhi Tian Chunhua Shen Xinlong Wang Hao Chen ISeg 46 233 0 03 Dec 2020
Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation B. Yan Dong Wang Huchuan Lu Xiaoyun Yang 50 172 0 04 Jul 2020
Finding Berries: Segmentation and Counting of Cranberries using Point Supervision and Shape Priors Peri Akiva Kristin J. Dana Peter Oudemans Michael Mars 51 28 0 18 Apr 2020
FDA: Fourier Domain Adaptation for Semantic Segmentation Yanchao Yang Stefano Soatto OOD 48 891 0 11 Apr 2020
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen 73 621 0 09 Apr 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation Changqian Yu Changxin Gao Jingbo Wang Gang Yu Chunhua Shen Nong Sang SSeg 49 1,195 0 05 Apr 2020
Weakly-Supervised Salient Object Detection via Scribble Annotations Jing Zhang Xin Yu Aixuan Li Peipei Song Bowen Liu Yuchao Dai 38 255 0 17 Mar 2020
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning Xiang Wang Sifei Liu Huimin Ma Ming-Hsuan Yang 45 90 0 19 Feb 2020
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains Lyndon Chan Mahdi S. Hosseini Konstantinos N. Plataniotis 36 99 0 24 Dec 2019
Semi-Supervised Semantic Segmentation with High- and Low-level Consistency Sudhanshu Mittal Maxim Tatarchenko Thomas Brox SSL 42 373 0 15 Aug 2019
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 100 1,283 0 30 Nov 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 132 2,438 0 06 Sep 2018
Weakly- and Semi-Supervised Panoptic Segmentation Qizhu Li Anurag Arnab Philip Torr 43 165 0 10 Aug 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 117 2,189 0 02 Aug 2018
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 275 743 0 28 Mar 2018
Adversarial Learning for Semi-Supervised Semantic Segmentation Wei-Chih Hung Yi-Hsuan Tsai Yan-Ting Liou Yen-Yu Lin Ming-Hsuan Yang GAN SSeg 93 549 0 22 Feb 2018
Learning random-walk label propagation for weakly-supervised semantic segmentation Paul Vernaza Manmohan Chandraker 51 253 0 01 Feb 2018
Deep Extreme Cut: From Extreme Points to Object Segmentation Kevis-Kokitsi Maninis Sergi Caelles Jordi Pont-Tuset Luc Van Gool 50 418 0 24 Nov 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 131 8,425 0 17 Jun 2017
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 216 2,835 0 20 Nov 2016
Video Processing from Electro-optical Sensors for Object Detection and Tracking in Maritime Environment: A Survey Dilip K. Prasad D. Rajan L. Rachmawati E. Rajabally C. Quek 49 323 0 17 Nov 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 152 18,136 0 02 Jun 2016
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 352 61,900 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 942 76,547 0 18 May 2015
Fast image-based obstacle detection from unmanned surface vehicles Matej Kristan Vildana Sulic Kenk S. Kovacic J. Pers 39 152 0 06 Mar 2015
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation Jifeng Dai Kaiming He Jian Sun 101 1,040 0 05 Mar 2015