PeterL1n/BackgroundMattingV2 Alternatives

trimap-based FBA matting with strong quality, but not background-image-based or real-time

Official repository for the paper F, B, Alpha Matting

real-time trimap-free portrait matting without a background image, but not general high-res video matting

A Trimap-Free Portrait Matting Solution in Real Time [AAAI 2022]

end-to-end deep matting without trimap, but not background-based or real-time

[IJCV 2022] Bridging Composite and Real: Towards End-to-end Deep Image Matting

automatic natural image matting without trimap, but not real-time background matting

[IJCAI'21] Deep Automatic Natural Image Matting

semantic-guided human matting with trimap, but not background-image-based video matting

Robust Human Matting via Semantic Guidance, ACCV 2022.

privacy-preserving portrait matting, but not real-time high-res background matting

[ACM MM 2021] Privacy-Preserving Portrait Matting

mask-guided progressive refinement matting, but not background-based or real-time

This repository includes the official project of Mask Guided (MG) Matting, presented in our paper: Mask Guided Matting via Progressive Refinement Network

ViT-based image matting with high quality, but not real-time background matting

[Information Fusion (Vol.103, Mar. '24)] Boosting Image Matting with Pretrained Plain Vision Transformers

older trimap-based Deep Image Matting baseline; choose for simple non-real-time matting, not high-res video

Deep Image Matting

TensorFlow Deep Image Matting implementation; older and unmaintained, not real-time

This is tensorflow implementation for paper "Deep Image Matting"

older U-Net GAN background removal; simpler but not high-resolution or real-time

Background Removal based on U-Net

older semantic human matting method; narrower and stale

Semantic Human Matting

PyTorch Deep Image Matting reimplementation; older and unmaintained

Pytorch implementation of deep image matting

another older PyTorch Deep Image Matting implementation; stale and not real-time

Deep Image Matting implementation in PyTorch

traditional OpenCV sampling-based alpha matting; CPU-only and older than deep models

An OpenCV2 version for image matting algorithm described by papre - Shared Sample for Real-Time Alpha Matting

older guided contextual attention matting; not real-time and unmaintained

Official repository for Natural Image Matting via Guided Contextual Attention

classic closed-form matting algorithm; CPU-based, slow, and previous generation

Python implementation of A. Levin D. Lischinski and Y. Weiss. A Closed Form Solution to Natural Image Matting. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2006, New York

older IndexNet deep matting; not real-time and unmaintained

(ICCV'19) Indices Matter: Learning to Index for Deep Image Matting