Human-Centric Multi-Exposure Fusion: Benchmark and Bi-level Cognition Distillation Framework
Jingjie Shang, Tengyu Ma, Heng Zhang, Jinyuan Liu, Risheng Liu, Yuan Wang, Xiaochen Bo
2026Year
Abstract
periments show that the proposed method achieves stateof-the-art performance on MEF benchmarks and produces results consistent with human perception.
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- MUSIQ: Multi-scale Image Quality TransformerJunjie Ke, Qifei Wang, Yilin Wang, Peyman Milanfar et al.ICCV 2021 · 1,325 citations
- TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task LearningLinhao Qu, Shaolei Liu, Manning Wang, Zhijian SongAAAI 2022 · 186 citations
- Visual Decoding and Reconstruction via EEG Embeddings with Guided DiffusionDongyang Li, Chen Wei, Shiying Li, Jiachen Zou et al.NeurIPS 2024 · 164 citations
- Conditional Controllable Image FusionBing Cao, Xingxin Xu, Pengfei Zhu, Qilong Wang et al.NeurIPS 2024 · 29 citations
- MEFLUT: Unsupervised 1D Lookup Tables for Multi-exposure Image FusionTing Jiang, Chuan Wang, Xinpeng Li, Ru Li et al.ICCV 2023 · 28 citations
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