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[ICLR 2024] AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation

RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation

[NeurIPS 2024] RClicks: Realistic Click Simulation for Benchmarking Interactive Segmentation

napari plugin for annotation using Segment Anything (SAM) for instance segmentation and dataset creation

We introduce Prompt-Conditioned Channel Attention (PCCA), which deeply integrates spatial prompts by hierarchically modulating channel features throughout the network. Built on PCCA, PROMISE-Net consistently improves segmentation across multiple datasets and architectures, demonstrating a scalable and general prompt-aware framework.

An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

Segment Anything for Medical Imaging

[ICRA 2025] Interactive4D: Interactive 4D LiDAR Segmentation

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

[ICRA 2026] PinPoint3D: Fine-Grained 3D Part Segmentation from a Few Clicks

Interactive image segmentation using Intelligent Scissors algorithm with Dijkstra's shortest path, multi-feature edge costs, and real-time GUI preview

Interactive image segmentation pipeline with object creation, feature-space clustering and modular segmentation routines.

A web-based interactive 3D point cloud segmentation and annotation tool, using the AGILE3D click‑based segmentation algorithm and Gemini for 3D object recognition.

Matplotlib based GUI for interactive segmentation of images via seeds specified by the user, implementing the Boykov-Kolmogorov algorithm. Final project for "Signal, Image and Video" (UniTN).

iSegFormer: Interactive Image/Volume Segmentation using Vision Transformers (MICCAI 2022)

[ICCV 2025] MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance

SimpleClick: Interactive Image Segmentation with Simple Vision Transformers (ICCV 2023)

[ECCV 2024] ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Medical Image

Interactive 3D Segmentation via Interactive Attention