v1v2 (latest)

Complementary Random Masking for RGB-Thermal Semantic Segmentation

30 March 2023

Ukcheol Shin

Kyunghyun Lee

In So Kweon

Jean Oh

ArXiv (abs)PDF HTML Github (58★)

Papers citing "Complementary Random Masking for RGB-Thermal Semantic Segmentation"

26 / 26 papers shown

Title
Segment Any RGB-Thermal Model with Language-aided Distillation Dong Xing Xianxun Zhu Wei Zhou Qika Lin Hang Yang Yuqing Wang VLM 179 0 0 04 May 2025
IRFusionFormer: Enhancing Pavement Crack Segmentation with RGB-T Fusion and Topological-Based Loss Ruiqiang Xiao Xiaohu Chen 149 0 0 31 Dec 2024
Masked Autoencoders for Point Cloud Self-supervised Learning Yatian Pang Wenxiao Wang Francis E. H. Tay Wen Liu Yonghong Tian Liuliang Yuan 3DPC ViT 100 476 0 13 Mar 2022
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers Jiaming Zhang Huayao Liu Kailun Yang Xinxin Hu Ruiping Liu Rainer Stiefelhagen ViT 83 327 0 09 Mar 2022
Maximizing Self-supervision from Thermal Image for Effective Self-supervised Learning of Depth and Ego-motion Ukcheol Shin Kyunghyun Lee Byeong-uk Lee In So Kweon MDE 40 16 0 12 Jan 2022
Masked Feature Prediction for Self-Supervised Visual Pre-Training Chen Wei Haoqi Fan Saining Xie Chaoxia Wu Alan Yuille Christoph Feichtenhofer ViT 149 670 0 16 Dec 2021
BAANet: Learning Bi-directional Adaptive Attention Gates for Multispectral Pedestrian Detection Xiaoxiao Yang Yeqian Qiang Huijie Zhu Chunxiang Wang Ming Yang 50 35 0 04 Dec 2021
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 255 2,379 0 02 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 477 7,819 0 11 Nov 2021
Per-Pixel Classification is Not All You Need for Semantic Segmentation Bowen Cheng Alex Schwing Alexander Kirillov VLM ViT 210 1,551 0 13 Jul 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 289 2,841 0 15 Jun 2021
Self-Supervised Depth and Ego-Motion Estimation for Monocular Thermal Video Using Multi-Spectral Consistency Loss Ukcheol Shin Kyunghyun Lee Seokju Lee In So Kweon MDE 48 23 0 01 Mar 2021
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 240 5,098 0 08 Oct 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 434 13,108 0 26 May 2020
HeatNet: Bridging the Day-Night Domain Gap in Semantic Segmentation with Thermal Images Johan Vertens Jannik Zürn Wolfram Burgard 57 67 0 10 Mar 2020
PST900: RGB-Thermal Calibration, Dataset and Segmentation Network Shreyas S. Shivakumar Neil Rodrigues Alex Zhou Ian D. Miller Vijay Kumar Camillo J Taylor 57 180 0 20 Sep 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 393 3,627 0 20 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 677 24,541 0 26 Jul 2019
Sparse Depth Enhanced Direct Thermal-infrared SLAM Beyond the Visible Spectrum Young-sik Shin Ayoung Kim 34 59 0 28 Feb 2019
RGB-T Object Tracking:Benchmark and Baseline Chenglong Li Xinyan Liang Yijuan Lu Nan Zhao Jin Tang 69 421 0 23 May 2018
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 363 27,244 0 20 Mar 2017
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 238 8,716 0 15 Jun 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 267 18,267 0 02 Jun 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,644 0 06 Apr 2016
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 246 29,871 0 08 Dec 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,595 0 01 Sep 2014