Cover Image

Benchmarking Endoscopic Surgical Image Restoration and Beyond

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pei, Jialun, Guo, Diandian, Yang, Donghui, Li, Zhixi, Feng, Yuxin, Ma, Long, Du, Bo, Heng, Pheng-Ann
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

Surgical Workflow Recognition and Blocking Effectiveness Detection in Laparoscopic Liver Resections with Pringle Maneuver
by: Guo, Diandian, et al.
Published: (2024)

Synergistic Bleeding Region and Point Detection in Laparoscopic Surgical Videos
by: Pei, Jialun, et al.
Published: (2025)

SurgLQA: Scalable Long-Horizon Surgical Video Question Answering
by: Guo, Diandian, et al.
Published: (2026)

S^2Former-OR: Single-Stage Bi-Modal Transformer for Scene Graph Generation in OR
by: Pei, Jialun, et al.
Published: (2024)

Tri-modal Confluence with Temporal Dynamics for Scene Graph Generation in Operating Rooms
by: Guo, Diandian, et al.
Published: (2024)

Attenuation-Resilient Alternating Optimization for Laparoscopic Liver Landmark Detection
by: Liu, Lanqing, et al.
Published: (2026)

MEJO: MLLM-Engaged Surgical Triplet Recognition via Inter- and Intra-Task Joint Optimization
by: Zhang, Yiyi, et al.
Published: (2025)

Depth-Driven Geometric Prompt Learning for Laparoscopic Liver Landmark Detection
by: Pei, Jialun, et al.
Published: (2024)

Topology-Constrained Learning for Efficient Laparoscopic Liver Landmark Detection
by: Cui, Ruize, et al.
Published: (2025)

Unifying Physically-Informed Weather Priors in A Single Model for Image Restoration Across Multiple Adverse Weather Conditions
by: Xu, Jiaqi, et al.
Published: (2026)

Landmark-Free Preoperative-to-Intraoperative Registration in Laparoscopic Liver Resection
by: Zhou, Jun, et al.
Published: (2025)

Unlocking Positive Transfer in Incrementally Learning Surgical Instruments: A Self-reflection Hierarchical Prompt Framework
by: Zhu, Yu, et al.
Published: (2026)

CalibNet: Dual-branch Cross-modal Calibration for RGB-D Salient Instance Segmentation
by: Pei, Jialun, et al.
Published: (2023)

Preoperative-to-intraoperative Liver Registration for Laparoscopic Surgery via Latent-Grounded Correspondence Constraints
by: Cui, Ruize, et al.
Published: (2026)

Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models
by: Xu, Jiaqi, et al.
Published: (2024)

Does Engram Do Memory Retrieval in Autoregressive Image Generation?
by: Wang, Jinghao, et al.
Published: (2026)

Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration
by: Sun, Haoze, et al.
Published: (2024)

Epicardium Prompt-guided Real-time Cardiac Ultrasound Frame-to-volume Registration
by: Lei, Long, et al.
Published: (2024)

Unveiling Deep Shadows: A Survey and Benchmark on Image and Video Shadow Detection, Removal, and Generation in the Deep Learning Era
by: Hu, Xiaowei, et al.
Published: (2024)

LighTDiff: Surgical Endoscopic Image Low-Light Enhancement with T-Diffusion
by: Chen, Tong, et al.
Published: (2024)

Residual Diffusion Bridge Model for Image Restoration
by: Wang, Hebaixu, et al.
Published: (2025)

Deep Omni-supervised Learning for Rib Fracture Detection from Chest Radiology Images
by: Chai, Zhizhong, et al.
Published: (2023)

Fast Image Super-Resolution via Consistency Rectified Flow
by: Xu, Jiaqi, et al.
Published: (2026)

DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration
by: Wang, Hebaixu, et al.
Published: (2025)

Revisiting Shadow Detection: A New Benchmark Dataset for Complex World
by: Hu, Xiaowei, et al.
Published: (2019)

Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation
by: Xu, Dunyuan, et al.
Published: (2024)

Heterogeneous Network Based Contrastive Learning Method for PolSAR Land Cover Classification
by: Cai, Jianfeng, et al.
Published: (2024)

From Learning to Unlearning: Biomedical Security Protection in Multimodal Large Language Models
by: Xu, Dunyuan, et al.
Published: (2025)

Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation
by: Miao, Juzheng, et al.
Published: (2024)

Rethinking Facial Expression Recognition in the Era of Multimodal Large Language Models: Benchmark, Datasets, and Beyond
by: Zhang, Fan, et al.
Published: (2025)

IQPFR: An Image Quality Prior for Blind Face Restoration and Beyond
by: Hu, Peng, et al.
Published: (2025)

UniHOPE: A Unified Approach for Hand-Only and Hand-Object Pose Estimation
by: Wang, Yinqiao, et al.
Published: (2025)

SiMA-Hand: Boosting 3D Hand-Mesh Reconstruction by Single-to-Multi-View Adaptation
by: Wang, Yinqiao, et al.
Published: (2024)

Adapting 2D Multi-Modal Large Language Model for 3D CT Image Analysis
by: Yu, Yang, et al.
Published: (2026)

ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both
by: Guo, Ziyu, et al.
Published: (2026)

Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration
by: Peng, Long, et al.
Published: (2025)

Spatio-Temporal Representation Decoupling and Enhancement for Federated Instrument Segmentation in Surgical Videos
by: Fang, Zheng, et al.
Published: (2025)

Perceive and Calibrate: Analyzing and Enhancing Robustness of Medical Multi-Modal Large Language Models
by: XU, Dunyuan, et al.
Published: (2025)

Med-Evo: Test-time Self-evolution for Medical Multimodal Large Language Models
by: Xu, Dunyuan, et al.
Published: (2026)

Cross-modality Guidance-aided Multi-modal Learning with Dual Attention for MRI Brain Tumor Grading
by: Xu, Dunyuan, et al.
Published: (2024)