Cover Image

SAM-MI: A Mask-Injected Framework for Enhancing Open-Vocabulary Semantic Segmentation with SAM

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Lin, Zhu, Yingjian, Yang, Qi, Niu, Xin, Ding, Kun, Xiang, Shiming
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

Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation
by: Chen, Lin, et al.
Published: (2025)

Effective SAM Combination for Open-Vocabulary Semantic Segmentation
by: Lee, Minhyeok, et al.
Published: (2024)

CoCo-SAM3: Harnessing Concept Conflict in Open-Vocabulary Semantic Segmentation
by: Chen, Yanhui, et al.
Published: (2026)

Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively
by: Yuan, Haobo, et al.
Published: (2024)

Evaluating SAM2 for Video Semantic Segmentation
by: Ariff, Syed Hesham Syed, et al.
Published: (2025)

MaskSAM: Towards Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation
by: Xie, Bin, et al.
Published: (2024)

SeaVIS: Sound-Enhanced Association for Online Audio-Visual Instance Segmentation
by: Zhu, Yingjian, et al.
Published: (2026)

Taming SAM3 in the Wild: A Concept Bank for Open-Vocabulary Segmentation
by: Pei, Gensheng, et al.
Published: (2026)

SegEarth-OV3: Exploring SAM 3 for Open-Vocabulary Semantic Segmentation in Remote Sensing Images
by: Li, Kaiyu, et al.
Published: (2025)

SEG-SAM: Semantic-Guided SAM for Unified Medical Image Segmentation
by: Huang, Shuangping, et al.
Published: (2024)

SSP-SAM: SAM with Semantic-Spatial Prompt for Referring Expression Segmentation
by: Tang, Wei, et al.
Published: (2026)

SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization
by: Zhang, Yichi, et al.
Published: (2023)

SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation
by: Chen, Pengfei, et al.
Published: (2024)

Semantic-Fast-SAM: Efficient Semantic Segmenter
by: Kim, Byunghyun
Published: (2026)

Tarot-SAM3: Training-free SAM3 for Any Referring Expression Segmentation
by: Zhang, Weiming, et al.
Published: (2026)

OVS-DINO: Open-Vocabulary Segmentation via Structure-Aligned SAM-DINO with Language Guidance
by: Zeng, Haoxi, et al.
Published: (2026)

AerOSeg: Harnessing SAM for Open-Vocabulary Segmentation in Remote Sensing Images
by: Dutta, Saikat, et al.
Published: (2025)

MAE-SAM2: Mask Autoencoder-Enhanced SAM2 for Clinical Retinal Vascular Leakage Segmentation
by: Xing, Xin, et al.
Published: (2025)

Few-Shot Semantic Segmentation Meets SAM3
by: Tsai, Yi-Jen, et al.
Published: (2026)

SSL-MedSAM2: A Semi-supervised Medical Image Segmentation Framework Powered by Few-shot Learning of SAM2
by: Gong, Zhendi, et al.
Published: (2025)

SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree
by: Ding, Shuangrui, et al.
Published: (2024)

OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation
by: Zhong, Ding, et al.
Published: (2025)

3DTeethSAM: Taming SAM2 for 3D Teeth Segmentation
by: Lu, Zhiguo, et al.
Published: (2025)

OpenWorldSAM: Extending SAM2 for Universal Image Segmentation with Language Prompts
by: Xiao, Shiting, et al.
Published: (2025)

Semantic-aware SAM for Point-Prompted Instance Segmentation
by: Wei, Zhaoyang, et al.
Published: (2023)

VideoSAM: Open-World Video Segmentation
by: Guo, Pinxue, et al.
Published: (2024)

Prompt-Guided Mask Proposal for Two-Stage Open-Vocabulary Segmentation
by: Li, Yu-Jhe, et al.
Published: (2024)

SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting
by: Xu, Jie, et al.
Published: (2024)

MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation
by: Rong, Fu, et al.
Published: (2025)

ClipSAM: CLIP and SAM Collaboration for Zero-Shot Anomaly Segmentation
by: Li, Shengze, et al.
Published: (2024)

SAM4UDASS: When SAM Meets Unsupervised Domain Adaptive Semantic Segmentation in Intelligent Vehicles
by: Yan, Weihao, et al.
Published: (2023)

Multimodal SAM-adapter for Semantic Segmentation
by: Curti, Iacopo, et al.
Published: (2025)

RepViT-SAM: Towards Real-Time Segmenting Anything
by: Wang, Ao, et al.
Published: (2023)

Open-Vocabulary SAM3D: Towards Training-free Open-Vocabulary 3D Scene Understanding
by: Tai, Hanchen, et al.
Published: (2024)

SAM3-DMS: Decoupled Memory Selection for Multi-target Video Segmentation of SAM3
by: Shen, Ruiqi, et al.
Published: (2026)

ProSAM: Enhancing the Robustness of SAM-based Visual Reference Segmentation with Probabilistic Prompts
by: Wang, Xiaoqi, et al.
Published: (2025)

Pro2SAM: Mask Prompt to SAM with Grid Points for Weakly Supervised Object Localization
by: Yang, Xi, et al.
Published: (2025)

Repurposing SAM for User-Defined Semantics Aware Segmentation
by: Kundu, Rohit, et al.
Published: (2023)

RefSAM3D: Adapting SAM with Cross-modal Reference for 3D Medical Image Segmentation
by: Gao, Xiang, et al.
Published: (2024)

PosSAM: Panoptic Open-vocabulary Segment Anything
by: VS, Vibashan, et al.
Published: (2024)