Matting anything

J Li, J Jain, H Shi - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
In this paper we propose the Matting Anything Model (MAM) an efficient and versatile
framework for estimating the alpha matte of any instance in an image with flexible and …

Vmformer: End-to-end video matting with transformer

J Li, V Goel, M Ohanyan… - Proceedings of the …, 2024 - openaccess.thecvf.com
Video matting aims to predict the alpha mattes for each frame from a given input video
sequence. Recent solutions to video matting have been dominated by deep convolutional …

Video instance matting

J Li, R Henschel, V Goel, M Ohanyan… - Proceedings of the …, 2024 - openaccess.thecvf.com
Conventional video matting outputs one alpha matte for all instances appearing in a video
frame so that individual instances are not distinguished. While video instance segmentation …

[HTML][HTML] Integrating Depth-Based and Deep Learning Techniques for Real-Time Video Matting without Green Screens

PC Su, MT Yang - Electronics, 2024 - mdpi.com
Virtual production, a filmmaking technique that seamlessly merges virtual and real
cinematography, has revolutionized the film and television industry. However, traditional …

[HTML][HTML] Real-time multi-person video synthesis with controllable prior-guided matting

A Chen, H Huang, Y Zhu, J Xue - Sensors, 2024 - mdpi.com
In order to enhance the matting performance in multi-person dynamic scenarios, we
introduce a robust, real-time, high-resolution, and controllable human video matting method …

MAML-RAL: Learning Domain-Invariant HOI Rules for Real-Time Video Matting

J **n, S Yue, J Zhang, J Ren, F Qian… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Real-time video matting is essential for applications like online video conferencing but faces
challenges in human-object interaction (HOI) scenarios, known as the HOI-matting problem …

[HTML][HTML] RVM+: An AI-Driven Vision Sensor Framework for High-Precision, Real-Time Video Portrait Segmentation with Enhanced Temporal Consistency and …

N Tang, Y Liao, Y Chen, G Yang, X Lai, J Chen - Sensors, 2025 - mdpi.com
Video portrait segmentation is essential for intelligent sensing systems, including human-
computer interaction, autonomous navigation, and augmented reality. However, dynamic …

Contour-assistance-based video matting localization

Z Wenyi, D **angling, Z Chao, D Yingqian, Z Yulin - Multimedia Systems, 2024 - Springer
Video matting is a technique used to replace foreground objects in video frames by
predicting their alpha matte. Originally developed for film special effects, advertisements …

ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation

T Zhang, Z Yuan, Y Zhu, J Zhang - arxiv preprint arxiv:2412.20901, 2024 - arxiv.org
High-quality animated stickers usually contain transparent channels, which are often
ignored by current video generation models. To generate fine-grained animated …

Detection-Tracking Guided Video Instance Matting

J Cheng, Q Liu, J Yuan, Y Sheng… - 2024 IEEE 4th …, 2024 - ieeexplore.ieee.org
Video matting and video instance segmentation cannot distinguish alpha mattes in a
scenario featuring multiple instances. We propose a video instance matting method guided …