Cover Image

Uni-ISP: Toward Unifying the Learning of ISPs from Multiple Mobile Cameras

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Lingen, Yao, Mingde, Meng, Xingyu, Yu, Muquan, Xue, Tianfan, Gu, Jinwei
Format:	Preprint
Published:	2024
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

PolarFree: Polarization-based Reflection-free Imaging
by: Yao, Mingde, et al.
Published: (2025)

AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection
by: Wang, Yujin, et al.
Published: (2024)

ParamISP: Learned Forward and Inverse ISPs using Camera Parameters
by: Kim, Woohyeok, et al.
Published: (2023)

UniISP: A Unified ISP Framework for Both Human and Machine Vision
by: Li, Hanxi, et al.
Published: (2026)

DualDn: Dual-domain Denoising via Differentiable ISP
by: Li, Ruikang, et al.
Published: (2024)

NVComposer: Boosting Generative Novel View Synthesis with Multiple Sparse and Unposed Images
by: Li, Lingen, et al.
Published: (2024)

A Physics-Informed Blur Learning Framework for Imaging Systems
by: Chen, Liqun, et al.
Published: (2025)

AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion
by: Jiang, Yitong, et al.
Published: (2023)

Goal Conditioned Reinforcement Learning for Photo Finishing Tuning
by: Wu, Jiarui, et al.
Published: (2025)

CubeComposer: Spatio-Temporal Autoregressive 4K 360° Video Generation from Perspective Video
by: Li, Lingen, et al.
Published: (2026)

PhotoAgent: Agentic Photo Editing with Exploratory Visual Aesthetic Planning
by: Yao, Mingde, et al.
Published: (2026)

Learning Degradation-Independent Representations for Camera ISP Pipelines
by: Guo, Yanhui, et al.
Published: (2023)

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing
by: Li, Lingen, et al.
Published: (2025)

HDRFlow: Real-Time HDR Video Reconstruction with Large Motions
by: Xu, Gangwei, et al.
Published: (2024)

Event-Based Motion Magnification
by: Chen, Yutian, et al.
Published: (2024)

From Sim-to-Real: Toward General Event-based Low-light Frame Interpolation with Per-scene Optimization
by: Zhang, Ziran, et al.
Published: (2024)

Uni-Animator: Towards Unified Visual Colorization
by: Chen, Xinyuan, et al.
Published: (2026)

LenslessFace: An End-to-End Optimized Lensless System for Privacy-Preserving Face Verification
by: Cai, Xin, et al.
Published: (2024)

Uni3C: Unifying Precisely 3D-Enhanced Camera and Human Motion Controls for Video Generation
by: Cao, Chenjie, et al.
Published: (2025)

4DSloMo: 4D Reconstruction for High Speed Scene with Asynchronous Capture
by: Chen, Yutian, et al.
Published: (2025)

Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs
by: Perevozchikov, Georgy, et al.
Published: (2024)

Tolerance-Aware Deep Optics
by: Dai, Jun, et al.
Published: (2025)

UniDrive: Towards Universal Driving Perception Across Camera Configurations
by: Li, Ye, et al.
Published: (2024)

UniGaussian: Driving Scene Reconstruction from Multiple Camera Models via Unified Gaussian Representations
by: Ren, Yuan, et al.
Published: (2024)

UniT: Unified Geometry Learning with Group Autoregressive Transformer
by: Wang, Haotian, et al.
Published: (2026)

Uni-Sign: Toward Unified Sign Language Understanding at Scale
by: Li, Zecheng, et al.
Published: (2025)

UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines
by: Tang, Chen, et al.
Published: (2025)

POS-ISP: Pipeline Optimization at the Sequence Level for Task-aware ISP
by: Won, Jiyun, et al.
Published: (2026)

UniBioTransfer: A Unified Framework for Multiple Biometrics Transfer
by: Sun, Caiyi, et al.
Published: (2026)

UniArt: Unified 3D Representation for Generating 3D Articulated Objects with Open-Set Articulation
by: Jin, Bu, et al.
Published: (2025)

LDM-ISP: Enhancing Neural ISP for Low Light with Latent Diffusion Models
by: Wen, Qiang, et al.
Published: (2023)

UniVBench: Towards Unified Evaluation for Video Foundation Models
by: Wei, Jianhui, et al.
Published: (2026)

UniGeo: Unifying Geometric Guidance for Camera-Controllable Image Editing via Video Models
by: Jiang, Hong, et al.
Published: (2026)

UniCalib: Targetless LiDAR-Camera Calibration via Probabilistic Flow on Unified Depth Representations
by: Han, Shu, et al.
Published: (2025)

Towards Realistic Low-Light Image Enhancement via ISP Driven Data Modeling
by: Wang, Zhihua, et al.
Published: (2025)

VDOT: Efficient Unified Video Creation via Optimal Transport Distillation
by: Wang, Yutong, et al.
Published: (2025)

UniFormer: Unifying Convolution and Self-attention for Visual Recognition
by: Li, Kunchang, et al.
Published: (2022)

UniDWM: Towards a Unified Driving World Model via Multifaceted Representation Learning
by: Liu, Shuai, et al.
Published: (2026)

SGE: Structured Light System Based on Gray Code with an Event Camera
by: Lu, Xingyu, et al.
Published: (2024)

DarkDiff: Advancing Low-Light Raw Enhancement by Retasking Diffusion Models for Camera ISP
by: Zheng, Amber Yijia, et al.
Published: (2025)