Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks

26 September 2020

Sébastien Lefevre

Papers citing "Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks"

40 / 40 papers shown

Title
A High-Performance Thermal Infrared Object Detection Framework with Centralized Regulation Jinke Li Yue Wu Xiaoyan Yang 24 0 0 16 May 2025
SAGA: Semantic-Aware Gray color Augmentation for Visible-to-Thermal Domain Adaptation across Multi-View Drone and Ground-Based Vision Systems Manjunath D Aniruddh Sikdar Prajwal Gurunath Sumanth Udupa Suresh Sundaram 36 0 0 22 Apr 2025
DiffV2IR: Visible-to-Infrared Diffusion Model via Vision-Language Understanding Lingyan Ran Lidong Wang Guangcong Wang Peng Wang Yujie Zhang 59 0 0 24 Mar 2025
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks Yaming Zhang Chenqiang Gao Fangcen Liu Junjie Guo Lan Wang Xinggan Peng Deyu Meng 106 0 0 21 Dec 2024
Optimizing Multispectral Object Detection: A Bag of Tricks and Comprehensive Benchmarks Chen Zhou Peng Cheng Junfeng Fang Yujie Zhang Yibo Yan Xiaojun Jia Yanyan Xu Kaidi Wang Xiaochun Cao 82 0 0 27 Nov 2024
SeaDATE: Remedy Dual-Attention Transformer with Semantic Alignment via Contrast Learning for Multimodal Object Detection Shuhan Dong Yunsong Li Weiying Xie Jiaqing Zhang Jiayuan Tian Danian Yang Jie Lei 31 1 0 15 Oct 2024
DPDETR: Decoupled Position Detection Transformer for Infrared-Visible Object Detection Junjie Guo Chenqiang Gao Fangcen Liu Deyu Meng ViT 43 2 0 12 Aug 2024
MambaST: A Plug-and-Play Cross-Spectral Spatial-Temporal Fuser for Efficient Pedestrian Detection Xiangbo Gao A. Kanu-Asiegbu Xiaoxiao Du Mamba 43 0 0 02 Aug 2024
FoRA: Low-Rank Adaptation Model beyond Multimodal Siamese Network Weiying Xie Yusi Zhang Tianlin Hui Jiaqing Zhang Jie Lei Yunsong Li 35 1 0 23 Jul 2024
DiffX: Guide Your Layout to Cross-Modal Generative Modeling Zeyu Wang Jingyu Lin Yifei Qian Yi Huang Shicen Tian ... Qu Yang Lan Du Cunjian Chen Yufei Guo Kejie Huang DiffM VLM 28 2 0 22 Jul 2024
When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset Yi Zhang Wang Zeng Sheng Jin Chao Qian Ping Luo Wentao Liu 34 4 0 14 Jul 2024
Rethinking Early-Fusion Strategies for Improved Multispectral Object Detection Xue Zhang Sixi Cao Fang Wang Runmin Zhang Zhe Wu Xiaohan Zhang Xiaokai Bai Hui-Liang Shen 30 1 0 25 May 2024
MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object Detection H. R. Medeiros David Latortue Fidel Alejandro Guerrero Peña Eric Granger M. Pedersoli 19 1 0 29 Apr 2024
UniRGB-IR: A Unified Framework for Visible-Infrared Semantic Tasks via Adapter Tuning Maoxun Yuan Bo Cui Tianyi Zhao Xingxing Wei Shan Fu Xue Yang Xingxing Wei 46 0 0 26 Apr 2024
CFMW: Cross-modality Fusion Mamba for Multispectral Object Detection under Adverse Weather Conditions Haoyuan Li Qi Hu You Yao Kailun Yang Peng Chen 51 5 0 25 Apr 2024
Fusion-Mamba for Cross-modality Object Detection Wenhao Dong Haodong Zhu Shaohui Lin Xiaoyan Luo Yunhang Shen Xuhui Liu Juan Zhang Guodong Guo Baochang Zhang Mamba 43 29 0 14 Apr 2024
Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge H. R. Medeiros Masih Aminbeidokhti F. Guerrero-Peña David Latortue Eric Granger M. Pedersoli VLM 45 2 0 01 Apr 2024
MSCoTDet: Language-driven Multi-modal Fusion for Improved Multispectral Pedestrian Detection Taeheon Kim Sangyun Chung Damin Yeom Youngjoon Yu Hak Gu Kim Y. Ro 38 2 0 22 Mar 2024
D3T: Distinctive Dual-Domain Teacher Zigzagging Across RGB-Thermal Gap for Domain-Adaptive Object Detection Dinh Phat Do Taehoon Kim Jaemin Na Jiwon Kim Keonho Lee Kyunghwan Cho Wonjun Hwang 43 7 0 14 Mar 2024
Causal Mode Multiplexer: A Novel Framework for Unbiased Multispectral Pedestrian Detection Taeheon Kim Sebin Shin Youngjoon Yu Hak Gu Kim Y. Ro 40 6 0 02 Mar 2024
DAMSDet: Dynamic Adaptive Multispectral Detection Transformer with Competitive Query Selection and Adaptive Feature Fusion Junjie Guo Chenqiang Gao Fangcen Liu Deyu Meng Xinbo Gao 38 8 0 01 Mar 2024
Pedestrian Detection in Low-Light Conditions: A Comprehensive Survey Bahareh Ghari Ali Tourani A. Shahbahrami Georgi Gaydadjiev 24 15 0 15 Jan 2024
RGB-X Object Detection via Scene-Specific Fusion Modules Sri Aditya Deevi Connor T. Lee Lu Gan Sushruth Nagesh Gaurav Pandey Soon-Jo Chung 3DPC 23 12 0 30 Oct 2023
HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information H. R. Medeiros F. Guerrero-Peña Masih Aminbeidokhti Thomas Dubail Eric Granger M. Pedersoli VLM 14 5 0 07 Oct 2023
ICAFusion: Iterative Cross-Attention Guided Feature Fusion for Multispectral Object Detection Jifeng Shen Yifei Chen Yue Liu Xin Zuo Heng Fan Wankou Yang ViT 32 92 0 15 Aug 2023
WCCNet: Wavelet-integrated CNN with Crossmodal Rearranging Fusion for Fast Multispectral Pedestrian Detection Xingjian Wang Li Chai Jiming Chen Zhiguo Shi 34 1 0 02 Aug 2023
Online Self-Supervised Thermal Water Segmentation for Aerial Vehicles Connor T. Lee Jonathan Gustafsson Frennert L. Gan M. Anderson Soon-Jo Chung 13 5 0 18 Jul 2023
Multimodal Object Detection in Remote Sensing Abdelbadie Belmouhcine Jean-Christophe Burnel L. Courtrai M. Pham Sébastien Lefèvre ObjD 32 3 0 13 Jul 2023
TFDet: Target-Aware Fusion for RGB-T Pedestrian Detection Xue Zhang Xiaohan Zhang Jiacheng Ying Zehua Sheng Heng Yu Chunguang Li Hui-Liang Shen ViT 24 8 0 26 May 2023
Cascaded information enhancement and cross-modal attention feature fusion for multispectral pedestrian detection Yang Yang Kaixiong Xu Kaizheng Wang 31 8 0 17 Feb 2023
Multi-modal Gated Mixture of Local-to-Global Experts for Dynamic Image Fusion Yiming Sun Bing Cao Pengfei Zhu Qinghua Hu MoE 16 35 0 02 Feb 2023
MS-DETR: Multispectral Pedestrian Detection Transformer with Loosely Coupled Fusion and Modality-Balanced Optimization Yinghui Xing Song Wang Shizhou Zhang Guoqiang Liang Xiuwei Zhang Yanning Zhang ViT 33 7 0 01 Feb 2023
Robust Environment Perception for Automated Driving: A Unified Learning Pipeline for Visual-Infrared Object Detection Mohsen Vadidar Ali Kariminezhad Christian Mayr Laurent Kloeker L. Eckstein ObjD 17 8 0 08 Jun 2022
Emergent Visual Sensors for Autonomous Vehicles You Li Julien Moreau J. Ibañez-Guzmán 47 28 0 19 May 2022
Weakly Aligned Feature Fusion for Multimodal Object Detection Lu Zhang Zhiyong Liu Xiangyu Zhu Zhan Song Xu Yang Zhen Lei Hong Qiao ObjD 23 40 0 21 Apr 2022
BAANet: Learning Bi-directional Adaptive Attention Gates for Multispectral Pedestrian Detection Xiaoxiao Yang Yeqian Qiang Huijie Zhu Chunxiang Wang Ming Yang 24 33 0 04 Dec 2021
Cross-Modality Fusion Transformer for Multispectral Object Detection Q. Fang D. Han Zhaokui Wang ViT 24 141 0 30 Oct 2021
Partially fake it till you make it: mixing real and fake thermal images for improved object detection Francesco Bongini Lorenzo Berlincioni Marco Bertini A. Bimbo 3DPC 26 11 0 25 Jun 2021
Multimodal Object Detection via Probabilistic Ensembling Yi-Ting Chen Jing Shi Zelin Ye Christoph Mertz Deva Ramanan Shu Kong 13 101 0 07 Apr 2021
Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning Yiming Sun Bing Cao Pengfei Zhu Q. Hu 24 239 0 05 Mar 2020