Cover Image

Efficient Real-World Deblurring using Single Images: AIM 2025 Challenge Report

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Feijoo, Daniel, Garrido-Mellado, Paula, Conde, Marcos V., Rim, Jaesung, Garcia, Alvaro, Cho, Sunghyun, Timofte, Radu
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards Unified Image Deblurring using a Mixture-of-Experts Decoder
by: Feijoo, Daniel, et al.
Published: (2025)

AIM 2025 Challenge on Real-World RAW Image Denoising
by: Li, Feiran, et al.
Published: (2025)

Efficient Perceptual Image Super Resolution: AIM 2025 Study and Benchmark
by: Longarela, Bruno, et al.
Published: (2025)

Gyro-based Neural Single Image Deblurring
by: Yang, Heemin, et al.
Published: (2024)

Deep Hybrid Camera Deblurring for Smartphone Cameras
by: Rim, Jaesung, et al.
Published: (2023)

AIM 2024 Challenge on Efficient Video Super-Resolution for AV1 Compressed Content
by: Conde, Marcos V, et al.
Published: (2024)

AIM 2024 Challenge on UHD Blind Photo Quality Assessment
by: Hosu, Vlad, et al.
Published: (2024)

Dynamic Exposure Burst Image Restoration
by: Kim, Woohyeok, et al.
Published: (2026)

Compressed Depth Map Super-Resolution and Restoration: AIM 2024 Challenge Results
by: Conde, Marcos V., et al.
Published: (2024)

ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images
by: Lee, Dongwoo, et al.
Published: (2023)

AIM 2025 Challenge on High FPS Motion Deblurring: Methods and Results
by: Ciubotariu, George, et al.
Published: (2025)

Toward Efficient Deep Blind RAW Image Restoration
by: Conde, Marcos V., et al.
Published: (2024)

Simple Image Signal Processing using Global Context Guidance
by: Elezabi, Omar, et al.
Published: (2024)

Streaming Neural Images
by: Conde, Marcos V., et al.
Published: (2024)

FLOL: Fast Baselines for Real-World Low-Light Enhancement
by: Benito, Juan C., et al.
Published: (2025)

InstructIR: High-Quality Image Restoration Following Human Instructions
by: Conde, Marcos V., et al.
Published: (2024)

AIM 2025 Rip Current Segmentation (RipSeg) Challenge Report
by: Dumitriu, Andrei, et al.
Published: (2025)

AIM 2024 Sparse Neural Rendering Challenge: Dataset and Benchmark
by: Nazarczuk, Michal, et al.
Published: (2024)

Burst Image Super-Resolution with Base Frame Selection
by: Kim, Sanghyun, et al.
Published: (2024)

AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution
by: Korkmaz, Cansu, et al.
Published: (2025)

Accurate and Efficient World Modeling with Masked Latent Transformers
by: Burchi, Maxime, et al.
Published: (2025)

Exploiting Deblurring Networks for Radiance Fields
by: Choi, Haeyun, et al.
Published: (2025)

CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution
by: Li, Runyi, et al.
Published: (2025)

AIM 2025 Low-light RAW Video Denoising Challenge: Dataset, Methods and Results
by: Yakovenko, Alexander, et al.
Published: (2025)

Enhanced Super-Resolution Training via Mimicked Alignment for Real-World Scenes
by: Elezabi, Omar, et al.
Published: (2024)

DarkIR: Robust Low-Light Image Restoration
by: Feijoo, Daniel, et al.
Published: (2024)

DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models
by: Kong, Lingshun, et al.
Published: (2025)

Learning Transformer-based World Models with Contrastive Predictive Coding
by: Burchi, Maxime, et al.
Published: (2025)

MuDreamer: Learning Predictive World Models without Reconstruction
by: Burchi, Maxime, et al.
Published: (2024)

INRetouch: Context Aware Implicit Neural Representation for Photography Retouching
by: Elezabi, Omar, et al.
Published: (2024)

AIM 2025 challenge on Inverse Tone Mapping Report: Methods and Results
by: Wang, Chao, et al.
Published: (2025)

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results
by: Sun, Lei, et al.
Published: (2025)

Deep Portrait Quality Assessment. A NTIRE 2024 Challenge Survey
by: Chahine, Nicolas, et al.
Published: (2024)

Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos
by: Mahmud, Syed Mumtahin, et al.
Published: (2025)

WaveHiT-SR: Hierarchical Wavelet Network for Efficient Image Super-Resolution
by: Ali, Fayaz, et al.
Published: (2025)

EPIC: Efficient Predicate-Guided Inference-Time Control for Compositional Text-to-Image Generation
by: Mun, Sunung, et al.
Published: (2026)

FSM-Net: An Efficient Frequency-Spatial Network for Real-World Deblurring
by: Ly, Vinh-Thuan
Published: (2026)

RAW Image Reconstruction from RGB on Smartphones. NTIRE 2025 Challenge Report
by: Conde, Marcos V., et al.
Published: (2025)

Real Image Denoising with Knowledge Distillation for High-Performance Mobile NPUs
by: Kayani, Faraz, et al.
Published: (2026)

Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures
by: Seizinger, Tim, et al.
Published: (2025)