Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation

4 August 2023

Papers citing "Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation"

28 / 28 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 153 0 0 04 May 2025
Robust Fusion Controller: Degradation-aware Image Fusion with Fine-grained Language Instructions Hao Zhang Yanping Zha Qingwei Zhuang Z. Shao Jiayi Ma 79 0 0 08 Apr 2025
Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond Guanyao Wu Haoyu Liu Hongming Fu Yichuan Peng Jinyuan Liu Xin-Yue Fan Risheng Liu 105 0 0 03 Mar 2025
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection Jiaqing Zhang Mingxiang Cao Weiying Xie Jie Lei Daixun Li Wenbo Huang Yunsong Li Xue Yang 96 5 0 28 Jan 2025
Rethinking Early-Fusion Strategies for Improved Multimodal Image Segmentation Zhengwen Shen Yulian Li Han Zhang Yuchen Weng Jun Wang 74 0 0 19 Jan 2025
Task-driven Image Fusion with Learnable Fusion Loss Haowen Bai Jiangshe Zhang Zixiang Zhao Yichen Wu Lilun Deng Yukun Cui Tao Feng Shuang Xu 174 2 0 04 Dec 2024
DAE-Fuse: An Adaptive Discriminative Autoencoder for Multi-Modality Image Fusion Yuchen Guo Ruoxiang Xu Rongcheng Li Weifeng Su 87 0 0 16 Sep 2024
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion Xiaoli Zhang Liying Wang Libo Zhao Xiongfei Li Siwei Ma 103 0 0 11 Jun 2024
MaeFuse: Transferring Omni Features with Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training Jiayang Li Junjun Jiang Pengwei Liang Jiayi Ma Liqiang Nie 76 1 0 17 Apr 2024
A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion Risheng Liu Zhu Liu Jinyuan Liu Xin-Yue Fan Zhongxuan Luo 55 39 0 25 May 2023
An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object Detection Di Wang Jinyuan Liu Risheng Liu Xin-Yue Fan 56 99 0 17 May 2023
Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond Zhu Liu Jinyuan Liu Guanyao Wu Long Ma Xin-Yue Fan Risheng Liu 63 35 0 11 May 2023
LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images Hui Li Tianyang Xu Xiaojun Wu Jiwen Lu J. Kittler 3DV 70 170 0 11 Apr 2023
DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion Zixiang Zhao Hao Bai Yuanzhi Zhu Jiangshe Zhang Shuang Xu Yulun Zhang Peng Sun Deyu Meng Radu Timofte Luc Van Gool DiffM MedIm 59 145 0 13 Mar 2023
Practical Exposure Correction: Great Truths Are Always Simple Long Ma Tianjiao Ma Xinwei Xue Xin-Yue Fan Zhongxuan Luo Risheng Liu 30 15 0 29 Dec 2022
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion Zixiang Zhao Hao Bai Jiangshe Zhang Yulun Zhang Shuang Xu Zudi Lin Radu Timofte Luc Van Gool 66 325 0 26 Nov 2022
RGB-T Semantic Segmentation with Location, Activation, and Sharpening Gongyang Li Yike Wang Zhi Liu Xinpeng Zhang Dan Zeng 39 101 0 26 Oct 2022
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration Di Wang Jinyuan Liu Xin-Yue Fan Risheng Liu 127 177 0 24 May 2022
Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection Jinyuan Liu Xin-Yue Fan Zhanbo Huang Guanyao Wu Risheng Liu Wei Zhong Zhongxuan Luo 90 461 0 30 Mar 2022
Edge-aware Guidance Fusion Network for RGB Thermal Scene Parsing Wujie Zhou Shaohua Dong Caie Xu Yaguan Qian 54 92 0 09 Dec 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 271 5,025 0 31 May 2021
Discrete Cosine Transform Network for Guided Depth Map Super-Resolution Zixiang Zhao Jiangshe Zhang Shuang Xu Chunxia Zhang Junmin Liu 66 98 0 14 Apr 2021
DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion Zixiang Zhao Shuang Xu Chunxia Zhang Junmin Liu Pengfei Li Jiangshe Zhang 99 223 0 20 Mar 2020
Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning Yiming Sun Bing Cao Pengfei Zhu Q. Hu 123 249 0 05 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 51 180 0 20 Sep 2019
DenseFuse: A Fusion Approach to Infrared and Visible Images Hui Li Xiaojun Wu 133 1,266 0 23 Apr 2018
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 272 3,122 0 19 May 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 658 12,007 0 04 Dec 2016