• Home
  • Live Rates
  • Privacy Policy
  • Shop
  • Terms of Service
Friday, July 11, 2025
  • Home
  • Crypto News
  • Bitcoin
  • Ethereum
  • NFT
  • DeFi
  • Blockchain
  • Metaverse
  • Altcoin
  • Tether
  • Solana
    • Dogecoin
  • Live Rates
  • Shop
No Result
View All Result
XXL24
Ledger - Crypto Beginners Pack
  • Home
  • Crypto News
  • Bitcoin
  • Ethereum
  • NFT
  • DeFi
  • Blockchain
  • Metaverse
  • Altcoin
  • Tether
  • Solana
    • Dogecoin
  • Live Rates
  • Shop
No Result
View All Result
XXL24
No Result
View All Result

Revolutionizing 3D Character Creation with Machine Learning for the AI and Metaverse Era

January 1, 2024
in Metaverse
0

https://arxiv.org/abs/2312.15430

Realistic 3D avatars have become prevalent in video games, virtual reality/augmented reality experiences, and the film industry. The advent of the Metaverse and AI agents has fueled a growing need for customized and expressive character creation, especially in virtual meetings, conversational agents, and intelligent customer service. Despite this demand, crafting a personalized 3D avatar using conventional digital creation tools remains intricate and time-intensive. This poses a challenge for general users to generate detailed facial attributes.

A team of researchers from the Institute for Intelligent Computing and Alibaba Group introduces Make-A-Character (Mach), an inventive system designed to simplify creating 3D digital human models. Leveraging advanced language and vision models, Mach transforms basic text descriptions into detailed and realistic 3D avatars. This streamlined approach allows users to generate personalized avatars that align with their envisioned personas effortlessly. Mach also enables easy integration with existing CG pipelines for dynamic expressiveness.

The researchers put forward a conversion mechanism named Triplane, which improved geometry generation and made it easier to optimize camera parameters and Triplane maps based on dense facial landmarks and a reference image. To collect ground truth data, they captured the faces of 193 individuals under uniform illumination and artificially created textures under varying illumination conditions. To improve data diversity and avoid overfitting, they augmented the skin colors of the ground truth diffuse albedos based on the Individual Typology Angle (ITA). High dynamic range (HDR) lights were generated for each ground truth data to cover a wide range of natural lighting conditions.

A series of 2D face parsing and 3D generation modules were utilized to generate the mesh and textures of the target face, along with additional matched accessories, enabling easy animation of the generated 3D avatar. The process employs differentiable rendering and enhancement methods to extract and perfect the diffuse texture using a reference image. The hair generation module also contributes to overall expressiveness through detailed strand-level synthesis. Accessories like garments, glasses, eyelashes, and irises are sourced from a tagged 3D asset library, and their semantic attributes are extracted, followed by the assembly of these elements to create a comprehensive 3D figure.

The study presents visual results of the generated 3D avatars, showcasing expressive animations achieved through facial rig control. The researchers demonstrate the effectiveness of their approach by developing detailed facial attributes guided by text prompts using Stable Diffusion Model, LLM, and ControlNet. The generated 3D avatars exhibit realistic textures and geometry. The researchers also showcase the strand-based hair generation guided by hairstyle images generated using SD models. 

In conclusion, The study proposes a method for generating detailed 3D avatars with realistic textures and geometry, guided by text prompts and dense facial landmarks. The researchers demonstrate the effectiveness of their approach through visual results, showcasing expressive animations achieved through facial rig control. Stable Diffusion Model, LLM, and ControlNet enable the generation of detailed facial attributes. The study highlights the importance of dense facial landmarks in accurately reconstructing the face and head structure. Mach utilizes synthetic images for training data and establishes a multi-view capturing and processing pipeline to produce uniformly topological head scans.


Check out the Paper. All credit for this research goes to the researchers of this project. Also, don’t forget to join our 35k+ ML SubReddit, 41k+ Facebook Community, Discord Channel, LinkedIn Group, and Email Newsletter, where we share the latest AI research news, cool AI projects, and more.

If you like our work, you will love our newsletter..

Sana Hassan, a consulting intern at Marktechpost and dual-degree student at IIT Madras, is passionate about applying technology and AI to address real-world challenges. With a keen interest in solving practical problems, he brings a fresh perspective to the intersection of AI and real-life solutions.

🎯 Meet AImReply: Your New AI Email Writing Extension…. Try it free now!.

This news is republished from another source.


Previous Post

This Altcoin is Set To Hit All-Time-High in Jan-2024

Next Post

Is it XRP Moon Time? XRP Blockchain Processed an All-time High 6.9M Transactions in 1 Day

Next Post

Is it XRP Moon Time? XRP Blockchain Processed an All-time High 6.9M Transactions in 1 Day

Name Price
Kinza Babylon Staked BTC
Kinza Babylon Staked BTC (KBTC)
$83,270.00
Steakhouse EURCV Morpho Vault
Steakhouse EURCV Morpho Vault (STEAKEURCV)
$0.000000
Vested XOR
Vested XOR (VXOR)
$3,404.23
ICPanda DAO
ICPanda DAO (PANDA)
$0.003106
TruFin Staked APT
TruFin Staked APT (TRUAPT)
$8.02
bitcoin
Bitcoin (BTC)
$117,937.00
ethereum
Ethereum (ETH)
$2,998.06
tether
Tether (USDT)
$1.00
ripple
XRP (XRP)
$2.59
binancecoin
BNB (BNB)
$687.07

Dogecoin

Will Dogecoin Recover or Dive Below $0.1? 5thScape Set to Dominate 2024! %

July 15, 2024

Investors Shift to Clandeno (CLD) ICO Amid Global Market Uncertainty as Dogecoin (DOGE) and Polkadot (DOT) Drop

July 14, 2024

Dogecoin (DOGE) and Solana (SOL) Lead Crypto Market Recovery as Bitcoin (BTC) Reclaims $60K

July 14, 2024

DOGECOIN PRICE ANALYSIS & PREDICTION (July 13) – Doge Trades Calmly At $0.1, Can It Gain Strength From This Key Level? 

July 14, 2024

Analyst Who Bought Solana At $0.11 And Sold For $250 Says Buy ETFSwap (ETFS) At $0.01831 Now Instead Of Dogecoin (DOGE)

July 13, 2024

Leap Ahead with MOONHOP Presale As 4900% Growth Projection Dwarfs Notcoin & Dogecoin’s Declines

July 13, 2024

Metaverse

Ciz Verse Announces the Launch of Its Bitcoin-Powered Metaverse

July 15, 2024

Mil.k partners AirAsia rewards and The Sandbox to engage consumers in the metaverse

July 15, 2024

Lado Okhotnikov Reveals The Secrets Of The Realistic Meta Force Metaverse

July 14, 2024

GensoKishi Metaverse (MV) Price Down 18.4% This Week

July 14, 2024

The 3 Smartest Metaverse Stocks to Buy With $500 Right Now

July 14, 2024

Top 3 Metaverse Tokens For 3X Surge This Bull Rally!

July 13, 2024

transcosmos launches Roblox metaverse services with EbuAction

July 13, 2024
No Result
View All Result

Pages

  • Home
  • Live Rates
  • Privacy Policy
  • Shop
  • Terms of Service

Tether

Zimbabwe ZiG Hits Record Low as Interest in Tether (USDT) Rises

July 15, 2024

Solana

How Solana flipped Ethereum, Bitcoin in NFT Adoption

July 15, 2024

Solana Reaches Market Capitalization of $67.27 Billion (SOL)

July 14, 2024

Advertisement

  • Shop
  • Privacy Policy
  • Terms of Service

© 2023 XXL24


No Result
View All Result
  • Home
  • Crypto News
  • Bitcoin
  • Ethereum
  • NFT
  • DeFi
  • Blockchain
  • Metaverse
  • Altcoin
  • Tether
  • Solana
    • Dogecoin
  • Live Rates
  • Shop

© 2023 XXL24


  • Kinza Babylon Staked BTCKinza Babylon Staked BTC(KBTC)$83,270.000.00%
  • Steakhouse EURCV Morpho VaultSteakhouse EURCV Morpho Vault(STEAKEURCV)$0.000000-100.00%
  • Vested XORVested XOR(VXOR)$3,404.231,000.00%
  • ICPanda DAOICPanda DAO(PANDA)$0.003106-39.39%
  • TruFin Staked APTTruFin Staked APT(TRUAPT)$8.020.00%
  • bitcoinBitcoin(BTC)$117,937.005.98%
  • ethereumEthereum(ETH)$2,998.067.23%
  • tetherTether(USDT)$1.000.02%
  • rippleXRP(XRP)$2.596.20%
  • binancecoinBNB(BNB)$687.072.28%
  • solanaSolana(SOL)$164.103.80%
  • Wrapped SOLWrapped SOL(SOL)$143.66-2.32%
  • usd-coinUSDC(USDC)$1.000.01%
  • dogecoinDogecoin(DOGE)$0.1981188.88%
  • tronTRON(TRX)$0.2956061.72%
  • staked-etherLido Staked Ether(STETH)$2,995.907.36%
  • cardanoCardano(ADA)$0.7011.09%
  • HyperliquidHyperliquid(HYPE)$45.689.30%
  • wrapped-bitcoinWrapped Bitcoin(WBTC)$117,798.005.95%
  • Wrapped stETHWrapped stETH(WSTETH)$3,633.297.54%
  • Gaj FinanceGaj Finance(GAJ)$0.0059271.46%
  • Content BitcoinContent Bitcoin(CTB)$24.482.55%
  • SuiSui(SUI)$3.508.65%
  • USD OneUSD One(USD1)$1.000.11%
  • chainlinkChainlink(LINK)$15.376.61%
  • bitcoin-cashBitcoin Cash(BCH)$521.391.15%
  • UGOLD Inc.UGOLD Inc.(UGOLD)$3,042.460.08%
  • stellarStellar(XLM)$0.3057384.27%
  • ParkcoinParkcoin(KPK)$1.101.76%
  • avalanche-2Avalanche(AVAX)$20.886.89%
  • hedera-hashgraphHedera(HBAR)$0.20038013.02%
  • leo-tokenLEO Token(LEO)$9.000.43%
  • Wrapped eETHWrapped eETH(WEETH)$3,211.317.22%
  • shiba-inuShiba Inu(SHIB)$0.0000137.09%
  • wethWETH(WETH)$2,997.947.40%
  • USDSUSDS(USDS)$1.000.02%
  • ToncoinToncoin(TON)$2.952.44%
  • litecoinLitecoin(LTC)$95.274.58%
  • Yay StakeStone EtherYay StakeStone Ether(YAYSTONE)$2,671.07-2.84%
  • WhiteBIT CoinWhiteBIT Coin(WBT)$46.790.12%
  • Binance Bridged USDT (BNB Smart Chain)Binance Bridged USDT (BNB Smart Chain)(BSC-USD)$1.000.15%
  • Coinbase Wrapped BTCCoinbase Wrapped BTC(CBBTC)$118,018.006.05%
  • moneroMonero(XMR)$326.54-0.10%
  • polkadotPolkadot(DOT)$3.937.16%
  • PengPeng(PENG)$0.60-13.59%
  • PepePepe(PEPE)$0.00001314.84%
  • Bitget TokenBitget Token(BGB)$4.562.43%
  • Ethena USDeEthena USDe(USDE)$1.000.15%
  • uniswapUniswap(UNI)$8.734.13%
  • MurasakiMurasaki(MURA)$4.32-12.46%
XXL24