Jialun Pei

Surgical-Image-Restoration. SurgClean Benchmark for Surgical Image Restoration.

OSFormer. Official Implementation of ECCV2022 paper "OSFormer: One-Stage Camouflaged Instance Segmentation with Transformers"

CalibNet. Official Implementation of TIP paper "CalibNet: Dual-branch Cross-modal Calibration for RGB-D Salient Instance Segmentation"

UDUN. Official Implementation of ACM-MM 2023 paper "Unite-Divide-Unite: Joint Boosting Trunk and Structure for High-accuracy Dichotomous Image Segmentation"

D2GPLand. Official Implementation of MICCAI 2024 paper "Depth-Driven Geometric Prompt Learning for Laparoscopic Liver Landmark Detection"

InstanceSAM2Eval. Evaluation Study on SAM 2 for Class-agnostic Instance-level Segmentation

ITG-Trip. The official code for TMI2025 work "Instrument-Tissue-Guided Surgical Action Triplet Detection via Textual-Temporal Trail Exploration".

SurgBlood. Official Implementation of CVPR2026 paper "Synergistic Bleeding Region and Point Detection in Laparoscopic Surgical Videos".

S2Former-OR. Official Implementation of TMI24 paper "S2Former-OR: Single-Stage Bimodal Transformer for Scene Graph Generation in OR"

OQTR. Official implementation of Transformer-based Efficient Salient Instance Segmentation Networks with Orientative Query