ExchangeDEX+
Buy CryptoMarketsSpotFutures500XEarnEvents
More
ETHFI Euphoria
MaGGIe ensures temporal consistency in video matting using bidirectional Conv-GRU to fuse feature maps and predict coarse alpha mattesMaGGIe ensures temporal consistency in video matting using bidirectional Conv-GRU to fuse feature maps and predict coarse alpha mattes

MaGGIe's Coarse Alpha Matte Prediction: Temporal Feature Aggregation

Author: HackernoonSource: Hackernoon
2025/12/17 23:45
Stella
ALPHA$0.00566-0.08%
Fuse Network
FUSE$0.008147-2.69%

Abstract and 1. Introduction

  1. Related Works

  2. MaGGIe

    3.1. Efficient Masked Guided Instance Matting

    3.2. Feature-Matte Temporal Consistency

  3. Instance Matting Datasets

    4.1. Image Instance Matting and 4.2. Video Instance Matting

  4. Experiments

    5.1. Pre-training on image data

    5.2. Training on video data

  5. Discussion and References

\ Supplementary Material

  1. Architecture details

  2. Image matting

    8.1. Dataset generation and preparation

    8.2. Training details

    8.3. Quantitative details

    8.4. More qualitative results on natural images

  3. Video matting

    9.1. Dataset generation

    9.2. Training details

    9.3. Quantitative details

    9.4. More qualitative results

3.2. Feature-Matte Temporal Consistency

We propose to enhance temporal consistency at both feature and alpha matte levels.

\

\

\

\

:::info Authors:

(1) Chuong Huynh, University of Maryland, College Park (chuonghm@cs.umd.edu);

(2) Seoung Wug Oh, Adobe Research (seoh,jolee@adobe.com);

(3) Abhinav Shrivastava, University of Maryland, College Park (abhinav@cs.umd.edu);

(4) Joon-Young Lee, Adobe Research (jolee@adobe.com).

:::

:::info This paper is available on arxiv under CC by 4.0 Deed (Attribution 4.0 International) license.

:::

\

Market Opportunity
Stella Logo
Stella Price(ALPHA)
$0.00566
$0.00566$0.00566
-0.49%
USD
Stella (ALPHA) Live Price Chart
Disclaimer: The articles reposted on this site are sourced from public platforms and are provided for informational purposes only. They do not necessarily reflect the views of MEXC. All rights remain with the original authors. If you believe any content infringes on third-party rights, please contact service@support.mexc.com for removal. MEXC makes no guarantees regarding the accuracy, completeness, or timeliness of the content and is not responsible for any actions taken based on the information provided. The content does not constitute financial, legal, or other professional advice, nor should it be considered a recommendation or endorsement by MEXC.

You May Also Like

Optum Golf Channel Games Debut In Prime Time

Optum Golf Channel Games Debut In Prime Time

The post Optum Golf Channel Games Debut In Prime Time appeared on BitcoinEthereumNews.com. FARMINGDALE, NEW YORK – SEPTEMBER 28: (L-R) Scottie Scheffler of Team
Share
BitcoinEthereumNews2025/12/18 07:21
CME Group to launch options on XRP and SOL futures

CME Group to launch options on XRP and SOL futures

The post CME Group to launch options on XRP and SOL futures appeared on BitcoinEthereumNews.com. CME Group will offer options based on the derivative markets on Solana (SOL) and XRP. The new markets will open on October 13, after regulatory approval.  CME Group will expand its crypto products with options on the futures markets of Solana (SOL) and XRP. The futures market will start on October 13, after regulatory review and approval.  The options will allow the trading of MicroSol, XRP, and MicroXRP futures, with expiry dates available every business day, monthly, and quarterly. The new products will be added to the existing BTC and ETH options markets. ‘The launch of these options contracts builds on the significant growth and increasing liquidity we have seen across our suite of Solana and XRP futures,’ said Giovanni Vicioso, CME Group Global Head of Cryptocurrency Products. The options contracts will have two main sizes, tracking the futures contracts. The new market will be suitable for sophisticated institutional traders, as well as active individual traders. The addition of options markets singles out XRP and SOL as liquid enough to offer the potential to bet on a market direction.  The options on futures arrive a few months after the launch of SOL futures. Both SOL and XRP had peak volumes in August, though XRP activity has slowed down in September. XRP and SOL options to tap both institutions and active traders Crypto options are one of the indicators of market attitudes, with XRP and SOL receiving a new way to gauge sentiment. The contracts will be supported by the Cumberland team.  ‘As one of the biggest liquidity providers in the ecosystem, the Cumberland team is excited to support CME Group’s continued expansion of crypto offerings,’ said Roman Makarov, Head of Cumberland Options Trading at DRW. ‘The launch of options on Solana and XRP futures is the latest example of the…
Share
BitcoinEthereumNews2025/09/18 00:56
Read Trend And Momentum Across Markets

Read Trend And Momentum Across Markets

The post Read Trend And Momentum Across Markets appeared on BitcoinEthereumNews.com. Widely used in technical analysis, the MACD indicator helps traders read trend
Share
BitcoinEthereumNews2025/12/18 07:14