Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks
Fuente:
arXiv
Saved in:
| Main Authors: | Liang, Xiaoye, Jiang, Lai, Qiao, Minglang, Guo, Yichen, Zhang, Yue, Deng, Xin, Li, Shengxi, Liu, Yufan, Xu, Mai |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Hierarchical Semantic Compression for Consistent Image Semantic Restoration
by: Li, Shengxi, et al.
Published: (2025)
by: Li, Shengxi, et al.
Published: (2025)
Uncover Treasures in DCT: Advancing JPEG Quality Enhancement by Exploiting Latent Correlations
by: Yang, Jing, et al.
Published: (2025)
by: Yang, Jing, et al.
Published: (2025)
REMAC: Reference-Based Martian Asymmetrical Image Compression
by: Ding, Qing, et al.
Published: (2026)
by: Ding, Qing, et al.
Published: (2026)
Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain
by: Xing, Qunliang, et al.
Published: (2024)
by: Xing, Qunliang, et al.
Published: (2024)
VTEdit-Bench: A Comprehensive Benchmark for Multi-Reference Image Editing Models in Virtual Try-On
by: Liang, Xiaoye, et al.
Published: (2026)
by: Liang, Xiaoye, et al.
Published: (2026)
Rethinking Diffusion Model-Based Video Super-Resolution: Leveraging Dense Guidance from Aligned Features
by: Xu, Jingyi, et al.
Published: (2025)
by: Xu, Jingyi, et al.
Published: (2025)
Breaking the Multi-Enhancement Bottleneck: Domain-Consistent Quality Enhancement for Compressed Images
by: Xing, Qunliang, et al.
Published: (2025)
by: Xing, Qunliang, et al.
Published: (2025)
Benchmarking and Enhancing VLM for Compressed Image Understanding
by: Zhang, Zifu, et al.
Published: (2025)
by: Zhang, Zifu, et al.
Published: (2025)
Causal Context Adjustment Loss for Learned Image Compression
by: Han, Minghao, et al.
Published: (2024)
by: Han, Minghao, et al.
Published: (2024)
Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks
by: Plachouras, Christos, et al.
Published: (2025)
by: Plachouras, Christos, et al.
Published: (2025)
Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility
by: Lin, Honglin, et al.
Published: (2026)
by: Lin, Honglin, et al.
Published: (2026)
Pretraining Induces a Reusable Spectral Basis for Downstream Task Adaptation
by: Yu, Junjie, et al.
Published: (2026)
by: Yu, Junjie, et al.
Published: (2026)
Advancing Applications of Satellite Photogrammetry: Novel Approaches for Built-up Area Modeling and Natural Environment Monitoring using Stereo/Multi-view Satellite Image-derived 3D Data
by: Gui, Shengxi
Published: (2024)
by: Gui, Shengxi
Published: (2024)
VGA-Bench: A Unified Benchmark and Multi-Model Framework for Video Aesthetics and Generation Quality Evaluation
by: Jiang, Longteng, et al.
Published: (2026)
by: Jiang, Longteng, et al.
Published: (2026)
Adaptive Multi-Stage Patent Claim Generation with Unified Quality Assessment
by: Liang, Chen-Wei, et al.
Published: (2026)
by: Liang, Chen-Wei, et al.
Published: (2026)
Continuous Patch Stitching for Block-wise Image Compression
by: Zhang, Zifu, et al.
Published: (2025)
by: Zhang, Zifu, et al.
Published: (2025)
Learning to Rank Pre-trained Vision-Language Models for Downstream Tasks
by: Ding, Yuhe, et al.
Published: (2024)
by: Ding, Yuhe, et al.
Published: (2024)
iDiff: Interpretable Difference-aware Framework for Pairwise Image Quality Assessment
by: Yue, Xinli, et al.
Published: (2026)
by: Yue, Xinli, et al.
Published: (2026)
Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks
by: Kowalczuk, Antoni, et al.
Published: (2024)
by: Kowalczuk, Antoni, et al.
Published: (2024)
The Assessment of Downstream Clinical Tasks in Cardiac Ultrasound Is Crucial for Segmentation Evaluation
by: Shihui Zhang, et al.
Published: (2025)
by: Shihui Zhang, et al.
Published: (2025)
One Model, Two Minds: Task-Conditioned Reasoning for Unified Image Quality and Aesthetic Assessment
by: Yin, Wen, et al.
Published: (2026)
by: Yin, Wen, et al.
Published: (2026)
Beyond Visual Fidelity: Benchmarking Super-Resolution Models for Large-Scale Remote Sensing Imagery via Downstream Task Integration
by: Li, Zhili, et al.
Published: (2026)
by: Li, Zhili, et al.
Published: (2026)
Harvesting AlphaEarth: Benchmarking the Geospatial Foundation Model for Agricultural Downstream Tasks
by: Ma, Yuchi, et al.
Published: (2025)
by: Ma, Yuchi, et al.
Published: (2025)
A New Image Quality Database for Multiple Industrial Processes
by: Ma, Xuanchao, et al.
Published: (2024)
by: Ma, Xuanchao, et al.
Published: (2024)
Task-Guided Prompting for Unified Remote Sensing Image Restoration
by: Huang, Wenli, et al.
Published: (2026)
by: Huang, Wenli, et al.
Published: (2026)
IQA-Spider: Unifying Multi-Granularity Image Quality Assessment with Reasoning, Grounding and Referring
by: Peng, Xinge, et al.
Published: (2026)
by: Peng, Xinge, et al.
Published: (2026)
FineSkiing: A Fine-grained Benchmark for Skiing Action Quality Assessment
by: Zhang, Yongji, et al.
Published: (2025)
by: Zhang, Yongji, et al.
Published: (2025)
Multi-Granularity Reasoning for Image Quality Assessment via Attribute-Aware Reinforcement Learning to Rank
by: Chen, Xiangyong, et al.
Published: (2026)
by: Chen, Xiangyong, et al.
Published: (2026)
Learned Image Compression for Earth Observation: Implications for Downstream Segmentation Tasks
by: Mollière, Christian, et al.
Published: (2025)
by: Mollière, Christian, et al.
Published: (2025)
Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance
by: Yue, Jingtong, et al.
Published: (2024)
by: Yue, Jingtong, et al.
Published: (2024)
Machines Serve Human: A Novel Variable Human-machine Collaborative Compression Framework
by: Zhang, Zifu, et al.
Published: (2025)
by: Zhang, Zifu, et al.
Published: (2025)
TerraGen: A Unified Multi-Task Layout Generation Framework for Remote Sensing Data Augmentation
by: Tang, Datao, et al.
Published: (2025)
by: Tang, Datao, et al.
Published: (2025)
RomniStereo: Recurrent Omnidirectional Stereo Matching
by: Jiang, Hualie, et al.
Published: (2024)
by: Jiang, Hualie, et al.
Published: (2024)
OmniTrace: A Unified Framework for Generation-Time Attribution in Omni-Modal LLMs
by: Yan, Qianqi, et al.
Published: (2026)
by: Yan, Qianqi, et al.
Published: (2026)
Smoke and Mirrors in Causal Downstream Tasks
by: Cadei, Riccardo, et al.
Published: (2024)
by: Cadei, Riccardo, et al.
Published: (2024)
Dataset Representativeness and Downstream Task Fairness
by: Borza, Victor, et al.
Published: (2024)
by: Borza, Victor, et al.
Published: (2024)
Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation
by: Chen, Yulin, et al.
Published: (2024)
by: Chen, Yulin, et al.
Published: (2024)
UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark
by: Zhou, Zhaokun, et al.
Published: (2024)
by: Zhou, Zhaokun, et al.
Published: (2024)
Degradation Frequency Curve: An Explicit Frequency-Quantified Representation for All-in-One Image Restoration
by: Huang, Xinghua, et al.
Published: (2026)
by: Huang, Xinghua, et al.
Published: (2026)
Music Foundation Model as Generic Booster for Music Downstream Tasks
by: Liao, WeiHsiang, et al.
Published: (2024)
by: Liao, WeiHsiang, et al.
Published: (2024)
Similar Items
-
Hierarchical Semantic Compression for Consistent Image Semantic Restoration
by: Li, Shengxi, et al.
Published: (2025) -
Uncover Treasures in DCT: Advancing JPEG Quality Enhancement by Exploiting Latent Correlations
by: Yang, Jing, et al.
Published: (2025) -
REMAC: Reference-Based Martian Asymmetrical Image Compression
by: Ding, Qing, et al.
Published: (2026) -
Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain
by: Xing, Qunliang, et al.
Published: (2024) -
VTEdit-Bench: A Comprehensive Benchmark for Multi-Reference Image Editing Models in Virtual Try-On
by: Liang, Xiaoye, et al.
Published: (2026)