星空无限传媒

{spoiler=GameLab KBTU}

 

袥邪斜芯褉邪褌芯褉懈褟 褉邪蟹褉邪斜芯褌泻懈 懈 懈褋褋谢械写芯胁邪薪懈褟 胁懈写械芯懈谐褉 GameLab KBTU 褋芯蟹写邪薪邪 胁 懈褞薪械 2022 谐芯写邪 薪邪 斜邪蟹械 楔泻芯谢褘 袠孝 懈 袠薪卸械薪械褉懈懈 袣袘孝校. 袨褋薪芯胁薪褘械 薪邪锌褉邪胁谢械薪懈褟 写械褟褌械谢褜薪芯褋褌懈 谢邪斜芯褉邪褌芯褉懈懈:

 

• 协谢械泻褌懈胁薪褘械 写懈褋褑懈锌谢懈薪褘 锌芯 褉邪蟹褉邪斜芯褌泻械 懈 懈褋褋谢械写芯胁邪薪懈褞 懈谐褉 胁 褉邪屑泻邪褏 斜邪泻邪谢邪胁褉懈邪褌邪 (褋 芯褋械薪懈 2022)
• 协谢械泻褌懈胁薪褘械 写懈褋褑懈锌谢懈薪褘 锌芯 褉邪蟹褉邪斜芯褌泻械 懈 懈褋褋谢械写芯胁邪薪懈褞 懈谐褉 胁 褉邪屑泻邪褏 屑邪谐懈褋褌褉邪褌褍褉褘 (褋 芯褋械薪懈 2023)
• 袦械薪褌芯褉懈薪谐 GameDev-锌褉芯械泻褌芯胁
• 袩芯写写械褉卸泻邪 胁 锌芯懈褋泻械 褋褌邪卸懈褉芯胁芯泻 懈 泻邪褉褜械褉薪褘褏 胁芯蟹屑芯卸薪芯褋褌械泄 胁 懈谐褉芯胁芯泄 褉邪蟹褉邪斜芯褌泻械 写谢褟 褋褌褍写械薪褌芯胁 懈 胁褘锌褍褋泻薪懈泻芯胁 袣袘孝校
• 袨褉谐邪薪懈蟹邪褑懈褟 芯褌泻褉褘褌褘褏 芯斜褉邪蟹芯胁邪褌械谢褜薪褘褏 屑械褉芯锌褉懈褟褌懈泄 写谢褟 GameDev-褋芯芯斜褖械褋褌胁邪
• 袠褋褋谢械写芯胁邪褌械谢褜褋泻邪褟 写械褟褌械谢褜薪芯褋褌褜 懈 薪邪褍褔薪褘械 锌褍斜谢懈泻邪褑懈懈 胁 褋褎械褉械 褉邪蟹褉邪斜芯褌泻懈 懈 懈褋褋谢械写芯胁邪薪懈褟 胁懈写械芯懈谐褉

 

小邪泄褌:

GameDev 芯斜褉邪蟹芯胁邪薪懈械

袩械褉胁褘泄 胁 袣邪蟹邪褏褋褌邪薪械 胁褍蟹, 锌褉械写谢邪谐邪褞褖懈泄 褋锌械褑懈邪谢懈蟹邪褑懈褞 (minor) 胁 懈谐褉芯胁芯泄 褉邪蟹褉邪斜芯褌泻械 懈 泻芯屑锌褜褞褌械褉薪芯泄 谐褉邪褎懈泻械.

 

袘邪泻邪谢邪胁褉懈邪褌

袙 褉邪屑泻邪褏 斜邪泻邪谢邪胁褉懈邪褌邪 褋褌褍写械薪褌褘 屑芯谐褍褌 胁褘斜褉邪褌褜 芯写薪褍 懈谢懈 薪械褋泻芯谢褜泻芯 褝谢械泻褌懈胁薪褘褏 写懈褋褑懈锌谢懈薪:

 

袪邪蟹褉邪斜芯褌泻邪 懈 懈褋褋谢械写芯胁邪薪懈械 胁懈写械芯懈谐褉

 

• Introduction to game design and development
• Introduction to narrative design
• Unity engine basics
• Advanced Unity
• Unreal Engine basics
• Advanced Unreal Engine
• Gamification and Game studies

 

袣芯屑锌褜褞褌械褉薪邪褟 谐褉邪褎懈泻邪 懈 屑芯写械谢懈褉芯胁邪薪懈械

 

• Filmmaking and motion design
• VFX & 3D physics
• Object modelling
• 3D character design
• AR / VR

袦邪谐懈褋褌褉邪褌褍褉邪

袙 褉邪屑泻邪褏 屑邪谐懈褋褌褉邪褌褍褉褘 褋褌褍写械薪褌褘 屑芯谐褍褌 胁褘斜褉邪褌褜 芯写薪褍 懈谢懈 薪械褋泻芯谢褜泻芯 褝谢械泻褌懈胁薪褘褏 写懈褋褑懈锌谢懈薪 写谢褟 褋锌械褑懈邪谢懈蟹邪褑懈懈 胁 懈谐褉芯胁芯泄 褉邪蟹褉邪斜芯褌泻懈:

 

• Accelerated Unity Game Engine
• Accelerated Unreal Engine
• Game engines architecture
• Game programming patterns
• Game graphics programming
• Game systems programming
• XR (AR/VR)

袦械薪褌芯褉懈薪谐 懈谐褉芯胁褘褏 锌褉芯械泻褌芯胁

 

袩褉芯谐褉邪屑屑邪 屑械薪褌芯褉懈薪谐邪 薪邪褔懈薪邪褞褖懈褏 褉邪蟹褉邪斜芯褌褔懈泻芯胁 懈 懈褋褋谢械写芯胁邪褌械谢械泄 胁懈 懈写械芯懈谐褉 胁 GameLab KBTU 薪邪褑械谢械薪邪 薪邪 锌芯写写械褉卸泻褍 泻邪泻 泻芯屑邪薪写薪褘褏, 褌邪泻 懈 懈薪写懈胁懈写褍邪谢褜薪褘褏 锌褉芯械泻褌芯胁. 袙 褉邪屑泻邪褏 屑械薪褌芯褉懈薪谐邪 芯褋褍褖械褋褌胁谢褟械褌褋褟 泻芯屑锌械褌械薪褌薪邪褟 锌芯写写械褉卸泻邪 胁 胁械写械薪懈懈 锌褉芯械泻褌芯胁, 锌芯屑芯褖褜 褋 锌褉芯写邪泻褕薪芯屑, 锌褉芯写胁懈卸械薪懈械屑, 锌芯懈褋泻芯屑 懈薪胁械褋褌懈褑懈泄 懈 胁芯蟹屑芯卸薪芯褋褌械泄 褉邪蟹胁懈褌懈褟. 小 泻邪卸写褘屑 褉械蟹懈写械薪褌芯屑 锌褉芯谐褉邪屑屑褘 屑械薪褌芯褉懈薪谐邪 锌褉芯褉邪斜邪褌褘胁邪械褌褋褟 roadmap, 芯谐芯胁邪褉懈胁邪褞褌褋褟 芯卸懈写邪械屑褘械 褉械蟹褍谢褜褌邪褌褘 懈 锌褉芯胁芯写褟褌褋褟 褉械谐褍谢褟褉薪褘械 胁褋褌褉械褔懈 薪邪 锌褉芯褌褟卸械薪懈懈 1 邪泻邪写械屑懈褔械褋泻芯谐芯 谐芯写邪.

 

校褋谢芯胁懈褟 褍褔邪褋褌懈褟:

 

• 袨褌斜芯褉 锌褉芯懈蟹胁芯写懈褌褋褟 械卸械谐芯写薪芯 胁 褋械薪褌褟斜褉械
• 袛谢褟 褍褔邪褋褌懈褟 胁 泻芯薪泻褍褉褋械 薪械芯斜褏芯写懈屑芯 锌褉械写芯褋褌邪胁懈褌褜 泻芯薪褑械锌褌-写芯泻褍屑械薪褌 懈谐褉褘 懈谢懈 褉械褎械褉邪褌 懈褋褋谢械写芯胁邪薪懈褟
• 袣 褍褔邪褋褌懈褞 胁 泻芯薪泻褍褉褋械 写芯锌褍褋泻邪褞褌褋褟 泻芯屑邪薪写褘, 胁 褋芯褋褌邪胁械 泻芯褌芯褉褘褏 械褋褌褜 泻邪泻 屑懈薪懈屑褍屑 1 褋褌褍写械薪褌 / 屑邪谐懈褋褌褉邪薪褌 / 褋芯褌褉褍写薪懈泻 袣袘孝校

袨褌泻褉褘褌褘械 屑械褉芯锌褉懈褟褌懈褟

• 锌芯 懈谐褉芯胁芯泄 褉邪蟹褉邪斜芯褌泻械 写谢褟 褋褌褍写械薪褌芯胁 懈 胁褘锌褍褋泻薪懈泻芯胁
• 褋芯胁屑械褋褌薪芯 褋 袛械褌褋泻懈屑 肖芯薪写芯屑 袨袨袧 (挟袧袠小袝肖) 胁 袣邪蟹邪褏褋褌邪薪械

 

袣芯屑邪薪写邪 GameLab KBTU

 

袗谢械泻褋邪薪写褉邪 袣薪褘褕械胁邪 - 褉褍泻芯胁芯写懈褌械谢褜 GameLab KBTU. 袩褉械锌芯写邪胁邪褌械谢褜 写懈褋褑懈锌谢懈薪褘 “袚械泄屑懈褎懈泻邪褑懈褟 懈 懈褋褋谢械写芯胁邪薪懈褟 胁懈写械芯懈谐褉”. MA 胁 Media Studies.

 

E-mail: 袗写褉械褋 褝谢械泻褌褉芯薪薪芯泄 锌芯褔褌褘 蟹邪褖懈褖械薪 芯褌 褋锌邪屑-斜芯褌芯胁. 袛谢褟 锌褉芯褋屑芯褌褉邪 邪写褉械褋邪 胁 斜褉邪褍蟹械褉械 写芯谢卸械薪 斜褘褌褜 胁泻谢褞褔械薪 Javascript.

 

袗谢屑邪褋褏邪薪 袘邪泄屑褘褕械胁 - 褋褌邪褉褕懈泄 薪邪褍褔薪褘泄 褋芯褌褉褍写薪懈泻 GameLab KBTU, 锌褉械锌芯写邪胁邪褌械谢褜 写懈褋褑懈锌谢懈薪 屑邪谐懈褋褌褉邪褌褍褉褘 懈 斜邪泻邪谢邪胁褉懈邪褌邪 锌芯 Unreal Engine 懈 邪褉褏懈褌械泻褌褍褉械 懈谐褉芯胁芯谐芯 锌褉芯谐褉邪屑屑懈褉芯胁邪薪懈褟. PhD 胁 褉芯斜芯褌芯褌械褏薪懈泻械, 褍薪懈胁械褉褋懈褌械褌 袙邪薪写械褉斜懈谢褜褌邪. 袪邪蟹褉邪斜芯褌褔懈泻 屑芯斜懈谢褜薪褘褏 懈谐褉 Hyper Pixel Beast 懈 STYX Vertical Platformer.

 

E-mail: 袗写褉械褋 褝谢械泻褌褉芯薪薪芯泄 锌芯褔褌褘 蟹邪褖懈褖械薪 芯褌 褋锌邪屑-斜芯褌芯胁. 袛谢褟 锌褉芯褋屑芯褌褉邪 邪写褉械褋邪 胁 斜褉邪褍蟹械褉械 写芯谢卸械薪 斜褘褌褜 胁泻谢褞褔械薪 Javascript.

 

袛屑懈褌褉懈泄 孝褍褔邪褕胁懈谢懈 - 褋褌邪褉褕懈泄 薪邪褍褔薪褘泄 褋芯褌褉褍写薪懈泻 GameLab KBTU, 锌褉械锌芯写邪胁邪褌械谢褜 写懈褋褑懈锌谢懈薪 屑邪谐懈褋褌褉邪褌褍褉褘 懈 斜邪泻邪谢邪胁褉懈邪褌邪 锌芯 Unity 懈 CG (泻芯屑锌褜褞褌械褉薪邪褟 谐褉邪褎懈泻邪 懈 屑芯写械谢懈褉芯胁邪薪懈械). MA 胁 Data Science. 袩褉邪泻褌懈泻褍褞褖懈泄 褉邪蟹褉邪斜芯褌褔懈泻 VR 褉械褕械薪懈泄 薪邪 Unity.

 

E-mail: 袗写褉械褋 褝谢械泻褌褉芯薪薪芯泄 锌芯褔褌褘 蟹邪褖懈褖械薪 芯褌 褋锌邪屑-斜芯褌芯胁. 袛谢褟 锌褉芯褋屑芯褌褉邪 邪写褉械褋邪 胁 斜褉邪褍蟹械褉械 写芯谢卸械薪 斜褘褌褜 胁泻谢褞褔械薪 Javascript.

 

袗谢械泻褋邪薪写褉 袦械蟹懈薪 - 泻芯薪褋褍谢褜褌邪薪褌 锌芯 褉邪斜芯褌械 褋 斜懈蟹薪械褋芯屑 GameLab KBTU, 褉褍泻芯胁芯写懈褌械谢褜 锌褉芯谐褉邪屑屑褘 屑械薪褌芯褉懈薪谐邪 GameLab KBTU. 袨写懈薪 懈蟹 褋芯蟹写邪褌械谢械泄 锌谢邪褌褎芯褉屑褘 芯斜屑械薪邪 蟹薪邪薪懈褟屑懈 胁 懈谐褉芯胁芯泄 褉邪蟹褉邪斜芯褌泻械 .

 

E-mail: 袗写褉械褋 褝谢械泻褌褉芯薪薪芯泄 锌芯褔褌褘 蟹邪褖懈褖械薪 芯褌 褋锌邪屑-斜芯褌芯胁. 袛谢褟 锌褉芯褋屑芯褌褉邪 邪写褉械褋邪 胁 斜褉邪褍蟹械褉械 写芯谢卸械薪 斜褘褌褜 胁泻谢褞褔械薪 Javascript.

 

袙褟褔械褋谢邪胁 袘邪泄褉邪屑芯胁 - 锌褉械锌芯写邪胁邪褌械谢褜 写懈褋褑懈锌谢懈薪 “袠谐褉芯胁芯泄 写懈蟹邪泄薪 懈 褉邪蟹褉邪斜芯褌泻邪”, “袧邪褉褉邪褌懈胁薪褘泄 写懈蟹邪泄薪”. 袩褉邪泻褌懈泻褍褞褖懈泄 谐械泄屑 写懈蟹邪泄薪械褉 懈 褋锌械褑懈邪谢懈褋褌 胁 薪邪褉褉邪褌懈胁薪芯屑 写懈蟹邪泄薪械, 褋芯胁谢邪写械谢械褑 懈谐褉芯胁芯泄 褋褌褍写懈懈 "TOPchan Games".

 

E-mail: 袗写褉械褋 褝谢械泻褌褉芯薪薪芯泄 锌芯褔褌褘 蟹邪褖懈褖械薪 芯褌 褋锌邪屑-斜芯褌芯胁. 袛谢褟 锌褉芯褋屑芯褌褉邪 邪写褉械褋邪 胁 斜褉邪褍蟹械褉械 写芯谢卸械薪 斜褘褌褜 胁泻谢褞褔械薪 Javascript.

 

挟谢懈褟 小褍褌褔械薪泻芯 - 锌褉械锌芯写邪胁邪褌械谢褜 写懈褋褑懈锌谢懈薪 CG-褌褉械泻邪 (泻芯屑锌褜褞褌械褉薪邪褟 谐褉邪褎懈泻邪 懈 屑芯写械谢懈褉芯胁邪薪懈械). 袩褉邪泻褌懈泻褍褞褖懈泄 褝泻褋锌械褉褌 AR/VR, XR UX 写懈蟹邪泄薪械褉 胁 泻芯屑锌邪薪懈懈 , 褉邪斜芯褌邪械褌 薪邪写 锌褉芯械泻褌芯屑 .

 

E-mail: 袗写褉械褋 褝谢械泻褌褉芯薪薪芯泄 锌芯褔褌褘 蟹邪褖懈褖械薪 芯褌 褋锌邪屑-斜芯褌芯胁. 袛谢褟 锌褉芯褋屑芯褌褉邪 邪写褉械褋邪 胁 斜褉邪褍蟹械褉械 写芯谢卸械薪 斜褘褌褜 胁泻谢褞褔械薪 Javascript.

 

袧邪蟹褘屑 袞冶屑邪斜邪械胁邪 - 屑谢邪写褕懈泄 薪邪褍褔薪褘泄 褋芯褌褉褍写薪懈泻 GameLab KBTU. 袪邪蟹褉邪斜芯褌褔懈褑邪 懈谐褉褘 Iz, 褉械蟹懈写械薪褌 锌械褉胁芯谐芯 锌芯褌芯泻邪 锌褉芯谐褉邪屑屑褘 屑械薪褌芯褉懈薪谐邪 GameLab KBTU.

 

E-mail: 袗写褉械褋 褝谢械泻褌褉芯薪薪芯泄 锌芯褔褌褘 蟹邪褖懈褖械薪 芯褌 褋锌邪屑-斜芯褌芯胁. 袛谢褟 锌褉芯褋屑芯褌褉邪 邪写褉械褋邪 胁 斜褉邪褍蟹械褉械 写芯谢卸械薪 斜褘褌褜 胁泻谢褞褔械薪 Javascript.

{/spoilers}

{spoiler=袥邪斜芯褉邪褌芯褉懈褟 懈薪褌械谢谢械泻褌褍邪谢褜薪芯泄 褉芯斜芯褌芯褌械褏薪懈泻懈 懈 屑械褏邪褌褉芯薪懈泻懈}

袨斜谢邪褋褌懈 懈褋褋谢械写芯胁邪薪懈泄:

• 袩褉懈屑械薪械薪懈械 袠袠 胁 褉芯斜芯褌芯褌械褏薪懈泻械
• 袦芯斜懈谢褜薪褘械 褉芯斜芯褌褘: 薪邪胁懈谐邪褑懈褟, 褍锌褉邪胁谢械薪懈械 懈 锌谢邪薪懈褉芯胁邪薪懈械 写胁懈卸械薪懈褟
• 袦芯斜懈谢褜薪褘械 屑邪薪懈锌褍谢褟褑懈懈 懈 写懈褋褌邪薪褑懈芯薪薪芯械 褍锌褉邪胁谢械薪懈械
• 袦械褏邪褌褉芯薪懈泻邪, 褋械薪褋芯褉懈泻邪 懈 胁芯褋锌褉懈褟褌懈械

袨斜芯褉褍写芯胁邪薪懈械:

• Kuka robot
• DoBot
• Tutlrbot3

袩褉芯械泻褌褘:

• RoboArt : 褉芯斜芯褌褘 DALL-E 懈 KUKA 写谢褟 2D-薪邪斜褉芯褋泻芯胁.
• RoboBloom : 袪芯斜芯褌懈蟹懈褉芯胁邪薪薪褘械 褑胁械褌褘.
• ChatGPT 芯 褉械泻芯薪褎懈谐褍褉懈褉褍械屑褘褏 褉芯斜芯褌邪褏 (褋芯胁屑械褋褌薪芯 褋 小懈薪谐邪锌褍褉褋泻懈屑 褍薪懈胁械褉褋懈褌械褌芯屑 褌械褏薪芯谢芯谐懈泄 懈 写懈蟹邪泄薪邪).
• SiR : 袪芯斜芯褌 写谢褟 薪邪斜谢褞写械薪懈褟 懈 泻芯薪褌褉芯谢褟 写谢褟 锌褉芯屑褘褕谢械薪薪芯谐芯 锌褉懈屑械薪械薪懈褟
• Precision Landing: 袨斜褗械泻褌 褋胁芯斜芯写薪芯谐芯 锌邪写械薪懈褟 薪邪 芯褋薪芯胁械 DL 锌褉懈蟹械屑谢褟械褌褋褟 薪邪 褑械谢褜.

 

袣芯屑邪薪写邪:

袩褉芯褎械褋褋芯褉 袦褍褏邪屑屑邪写 袠谢褜褟褋, 写芯泻褌芯褉 褌械褏薪懈褔械褋泻懈褏 薪邪褍泻 胁 芯斜谢邪褋褌懈 褉芯斜芯褌芯褌械褏薪懈泻懈.

袗褋锌懈褉邪薪褌褘 :

• 袛邪褉褏邪薪: 屑邪薪懈锌褍谢懈褉芯胁邪薪懈械 褉芯斜芯褌芯褌械褏薪懈泻芯泄, 锌谢邪薪懈褉芯胁邪薪懈械 褌褉邪械泻褌芯褉懈懈, 褋谢懈褟薪懈械 谢懈写邪褉邪 懈 泻邪屑械褉褘.

 

袦邪谐懈褋褌褉邪薪褌褘:

• 小邪薪懈 袗斜写褍谢谢邪: 袚谢褍斜芯泻懈泄 谐械薪械褉邪褌懈胁薪褘泄 邪谢谐芯褉懈褌屑 胁 芯斜褍褔械薪懈懈, 锌褉芯写胁懈薪褍褌褘泄 袠袠
• 袟邪泻懈褉: 袪邪褋锌芯蟹薪邪胁邪薪懈械 卸械褋褌芯胁, 褟蟹褘泻 卸械褋褌芯胁 薪邪 芯褋薪芯胁械 袠袠.
• 挟薪褍褋: 小懈褋褌械屑褘 褍锌褉邪胁谢械薪懈褟, 锌褉芯屑褘褕谢械薪薪褘泄 屑芯薪懈褌芯褉懈薪谐 薪邪 斜邪蟹械 袠袠
• 袗写懈谢械褌 袣邪褉懈屑: 袩褉懈屑械薪械薪懈械 谐谢褍斜芯泻芯谐芯 芯斜褍褔械薪懈褟 胁 褉芯斜芯褌芯褌械褏薪懈泻械, 褉芯斜芯褌褘 写谢褟 褍斜芯褉泻懈 锌邪褉泻芯胁
• 小邪泻懈薪邪: 小械屑邪薪褌懈褔械褋泻邪褟 褋械谐屑械薪褌邪褑懈褟 写谢褟 褉芯斜芯褌芯褌械褏薪懈泻懈, 谐谢褍斜芯泻芯械 芯斜褍褔械薪懈械 胁 屑械写懈褑懈薪褋泻懈褏 锌褉懈谢芯卸械薪懈褟褏
• 袞邪薪写邪褍谢械褌: 孝械谢械褍锌褉邪胁谢褟械屑褘械 褉芯斜芯褌褘 写谢褟 锌褉芯屑褘褕谢械薪薪芯谐芯 泻芯薪褌褉芯谢褟 懈 薪邪斜谢褞写械薪懈褟

小褌褍写械薪褌褘 袘小:

• 袪邪褋褍谢
• 袣褉懈褋褌薪邪
• 袙邪写懈屑
• 袗屑懈褉 褏邪薪
• 袗谢懈斜械泻
• 袛懈邪薪邪

袩褍斜谢懈泻邪褑懈懈:

• Patent:

Technology Disclosure (TD): DigiSup : Robot-Assisted Supervision and Monitoring of Construction Progress.

Authors: Cheah Chien Chern ; Ilyas Muhammad; Muthuchamy Selvaraj Nithish ; jin Yuxin ; Zhao Xinge ; Chen I Ming. (This TD is filed on 24 January 2022, Singapore provisional patent application number 10202200709W).  

• International Journals: (ORCID: ).

 

1. Muhammad, I ., Ying, KH, Nithish , MS, Xin, JY, Xinge , Z., & Cheah, CC (2021). Robot-Assisted Object Detection for Construction Automation: Data and Information-Driven Approach. IEEE/ASME TRANSACTIONS ON MECHATRONICS, VOL. 26, no. 6, DECEMBER 2021.
2. Manuel Vega-Heredia, Ilyas Muhammad , Sriharsha Ghanta, Vengadesh Ayyalusami , Siti' Aisyah Binte Jaylani , Mohan Rajesh Elara, “ Multi-Sensor Orientation Tracking for a Facade Cleaning Robot ”, Sensors 2020, 20 (5), 1483; .
3. , , , “ Complete coverage path planning using reinforcement learning for Tetromino based cleaning and maintenance
   robot ” Automation in construction, 2019 ,  .
4. Balakrishnan Ramalingam, P. Veerajagadheswar , Muhammad Ilyas , Mohan Rajesh Elara, and A. Manimuthu , “ Vision-Based Dirt Detection and Adaptive Tiling Scheme for Selective Area Coverage ,” Journal of Sensors, vol. 2018, Article ID 3035128, 13 pages, 2018. .
5.  ,  ,  ,  ,  ,  , and  , “ Visual Inspection of the Aircraft Surface Using a Teleoperated Reconfigurable Climbing Robot and Enhanced Deep Learning Technique ”, International Journal of Aerospace Engineering, Volume 2019, Article ID 5137139, 14 pages, .
6. Ramalingam, B.; Lakshmanan, A.K.; Ilyas, M .; Le, A.V.; Elara, MR “Cascaded Machine-Learning Technique for Debris Classification in Floor-Cleaning Robot Application ”, Appl . sci. 2018, 8 (12), 2649; .
7. Muhammad Ilyas , Shi Yuyao , Rajesh Elara Mohan, Manojkumar Devarassu , and Manivannan Kalimuthu , Design of sTetro : A Modular, Reconfigurable, and Autonomous Staircase Cleaning Robot ,” Journal of Sensors, vol. 2018, Article ID 8190802, 16 pages, 2018, . 

Conference Proceedings:

8. " RoboArt : DALL-E and KUKA Robot Shake Hands", Presented at the 17th International Conference on Electronics Computer and Computation (ICECCO 2023), SDU Almaty.
9. NM Selvaraj, M. Ilyas, and CC Cheah, “Towards dependable Object Detection”, in ICON 2020, The 46th ^Annual Conference of the IEEE Industrial Electronics Society, 2020, 00. 523-528.

 

{/spoilers}

{spoiler=袥邪斜芯褉邪褌芯褉懈褟 袧邪褍泻懈 芯 写邪薪薪褘褏}

 

笑袝袥袠 袥袗袘袨袪袗孝袨袪袠袠

袩褉芯胁械写械薪懈械 薪邪褍褔薪芯-懈褋褋谢械写芯胁邪褌械谢褜褋泻懈褏 懈\懈谢懈 芯锌褘褌薪芯-泻芯薪褋褌褉褍泻褌芯褉褋泻懈褏 褉邪斜芯褌, 邪 褌邪泻卸械 懈薪邪褟 薪邪褍褔薪芯-褌械褏薪懈褔械褋泻邪褟 懈 锌褉械锌芯写邪胁邪褌械谢褜褋泻邪褟 写械褟褌械谢褜薪芯褋褌褜鈥�.

 

袟袗袛袗效袠 

• 袪械邪谢懈蟹邪褑懈褟 薪邪褍褔薪芯-褌械褏薪懈褔械褋泻懈褏 懈 薪邪褍褔薪褘褏 谐芯褋褍写邪褉褋褌胁械薪薪褘褏 锌褉芯谐褉邪屑屑 (褎褍薪写邪屑械薪褌邪谢褜薪褘褏, 锌褉懈泻谢邪写薪褘褏 锌褉懈芯褉懈褌械褌薪褘褏 薪邪锌褉邪胁谢械薪懈泄), 邪 褌邪泻卸械 蟹邪写邪褔懈, 褉械褕邪械屑褘械 屑械卸写褍薪邪褉芯写薪褘屑 薪邪褍褔薪褘屑 褋芯芯斜褖械褋褌胁芯屑 胁 褉邪屑泻邪褏 蟹邪褉褍斜械卸薪褘褏 薪邪褍褔薪褘褏 谐褉邪薪褌芯胁 懈 锌褉芯械泻褌芯胁
• 小芯写械泄褋褌胁懈械 胁 锌芯写谐芯褌芯胁泻械 屑邪谐懈褋褌械褉褋泻懈褏, 写芯泻褌芯褉褋泻懈褏 写懈褋褋械褉褌邪褑懈芯薪薪褘褏 褉邪斜芯褌 胁 褋芯芯褌胁械褌褋褌胁褍褞褖械泄 芯斜谢邪褋褌懈 薪邪褍褔薪褘褏 薪邪锌褉邪胁谢械薪懈泄
• 袩褉芯胁械写械薪懈械 褕懈褉芯泻芯谐芯 褋锌械泻褌褉邪 懈褋褋谢械写芯胁邪薪懈泄 胁 芯斜谢邪褋褌懈 芯斜褉邪斜芯褌泻懈 械褋褌械褋褌胁械薪薪褘褏 褟蟹褘泻芯胁, 褋锌芯褋芯斜褋褌胁芯胁邪薪懈械 芯褉谐邪薪懈蟹邪褑懈懈 薪邪褍褔薪芯泄 褕泻芯谢褘 芯斜褉邪斜芯褌泻懈 械褋褌械褋褌胁械薪薪褘褏 褟蟹褘泻芯胁 袣邪蟹邪褏褋褌邪薪褋泻芯-袘褉懈褌邪薪褋泻芯谐芯 孝械褏薪懈褔械褋泻芯谐芯 校薪懈胁械褉褋懈褌械褌邪

• 袪邪蟹褉邪斜芯褌泻邪 懈薪薪芯胁邪褑懈芯薪薪褘褏 袠孝 褉械褕械薪懈泄 薪邪 斜邪蟹械 袠袠 胁 褉邪蟹谢懈褔薪褘褏 褝泻芯薪芯屑懈褔械褋泻懈褏 褋褎械褉邪褏 写谢褟 谢芯泻邪谢褜薪芯谐芯 懈 谐谢芯斜邪谢褜薪芯谐芯 褉褘薪泻邪
• 袪邪蟹褉邪斜芯褌泻邪 薪芯胁褘褏 屑邪褌械屑邪褌懈褔械褋泻懈褏 写懈蟹邪泄薪芯胁, 屑芯写械谢械泄 懈 锌芯写褏芯写芯胁 写谢褟 邪薪邪谢懈蟹邪 写邪薪薪褘褏 懈蟹 谢褞斜褘褏 芯斜谢邪褋褌械泄 斜懈蟹薪械褋邪 懈 褌械褏薪芯谢芯谐懈泄
• 袩褉芯胁械写械薪懈械 褋芯胁屑械褋褌薪褘褏 薪邪褍褔薪褘褏 懈褋褋谢械写芯胁邪薪懈泄 褋 芯褌械褔械褋褌胁械薪薪褘屑懈 懈 蟹邪褉褍斜械卸薪褘屑懈 褌械褏薪懈褔械褋泻懈屑懈, 薪邪褍褔薪褘屑懈, 褋芯褑懈邪谢褜薪芯-褝泻芯薪芯屑懈褔械褋泻懈屑懈 芯褉谐邪薪懈蟹邪褑懈褟屑懈
• 小芯蟹写邪薪懈械 褍褋谢芯胁懈泄 写谢褟 泻芯屑屑械褉褑懈邪谢懈蟹邪褑懈懈 薪邪褍褔薪芯-褌械褏薪懈褔械褋泻芯泄 写械褟褌械谢褜薪芯褋褌懈 写谢褟 锌褉懈胁谢械褔械薪懈褟 锌邪褉褌薪械褉芯胁 懈 懈薪胁械褋褌懈褑懈泄.
• 校褔邪褋褌懈械 胁 屑械卸写褍薪邪褉芯写薪芯泄 薪邪褍褔薪芯-褌械褏薪懈褔械褋泻芯泄 写械褟褌械谢褜薪芯褋褌懈

 

肖校袧袣笑袠袠

• 小斜芯褉 懈 芯斜褉邪斜芯褌泻邪 写邪薪薪褘褏 褉邪蟹谢懈褔薪芯泄 屑芯写邪谢褜薪芯褋褌懈, 锌褉芯胁械写械薪懈械 锌褉械写锌褉芯械泻褌薪褘褏 懈褋褋谢械写芯胁邪薪懈泄
• 袪邪蟹褉邪斜芯褌泻邪 锌褉芯褌芯褌懈锌芯胁 懈薪褌械谢谢械泻褌褍邪谢褜薪褘褏 褉械褕械薪懈泄
• 袪邪蟹褉邪斜芯褌泻邪, 写懈蟹邪泄薪, 锌褉芯胁械写械薪懈械 褔懈褋谢械薪薪褘褏 褝泻褋锌械褉懈屑械薪褌芯胁
• 袪邪蟹褉邪斜芯褌泻邪, 写懈蟹邪泄薪, 胁邪谢懈写邪褑懈褟 褔懈褋谢械薪薪褘褏 屑械褌芯写芯胁 懈 邪谢谐芯褉懈褌屑芯胁 (胁 褌芯屑 褔懈褋谢械, 薪芯 薪械 芯谐褉邪薪懈褔懈胁邪褟褋褜 袚谢褍斜芯泻芯谐芯 芯斜褍褔械薪懈褟, 袨斜褉邪斜芯褌泻懈 袝褋褌械褋褌胁械薪薪褘褏 褟蟹褘泻芯胁 懈 写褉.)
• 袩芯懈褋泻 锌芯褌械薪褑懈邪谢褜薪褘褏 蟹邪泻邪蟹褔懈泻芯胁
• 袩褉芯胁械写械薪懈械 褋褌邪卸懈褉芯胁芯泻 懈 泻褍褉褋芯胁 锌芯 锌芯胁褘褕械薪懈褞 泻胁邪谢懈褎懈泻邪褑懈懈 锌芯 薪邪褍褔薪褘屑 锌褉芯褎懈谢褟屑, 褋芯胁锌邪写邪褞褖懈屑 褋 写械褟褌械谢褜薪芯褋褌褜褞 谢邪斜芯褉邪褌芯褉懈懈
• 校褔邪褋褌懈械 胁 谐芯褋褍写邪褉褋褌胁械薪薪褘褏 懈 屑械卸写褍薪邪褉芯写薪褘褏 薪邪褍褔薪褘褏 谐褉邪薪褌邪褏 懈 锌褉芯谐褉邪屑屑邪褏

 

袣芯屑邪薪写邪 谢邪斜芯褉邪褌芯褉懈懈 袠褋泻褍褋褋褌胁械薪薪芯谐芯 懈薪褌械谢谢械泻褌邪

 

袠褋泻邪薪写械褉 袗褏屑械褌芯胁 - 袣芯芯褉写懈薪邪褌芯褉 谢邪斜芯褉邪褌芯褉懈懈, PhD in Computer Science

袠薪褋褌褉褍泻褌芯褉 褌褉械泻芯胁 褕泻芯谢褘: 袩褉芯谐褉邪屑屑懈褉芯胁邪薪懈械 薪邪 Python, 袨斜褉邪斜芯褌泻邪 械褋褌械褋褌胁械薪薪芯谐芯 褟蟹褘泻邪

袗写褉械褋 褝谢械泻褌褉芯薪薪芯泄 锌芯褔褌褘 蟹邪褖懈褖械薪 芯褌 褋锌邪屑-斜芯褌芯胁. 袛谢褟 锌褉芯褋屑芯褌褉邪 邪写褉械褋邪 胁 斜褉邪褍蟹械褉械 写芯谢卸械薪 斜褘褌褜 胁泻谢褞褔械薪 Javascript.

 

袩邪泻 袗谢械泻褋邪薪写褉 - 袙械写褍褖懈泄 薪邪褍褔薪褘泄 褋芯褌褉褍写薪懈泻,鈥� 泻.褌.薪.鈥�

鈥嬓樞窖佈傃�褍泻褌芯褉 褌褉械泻芯胁 褕泻芯谢褘: 协谢械屑械薪褌褘 屑邪褌械屑邪褌懈褔械褋泻芯谐芯 邪薪邪谢懈蟹邪鈥�, 袣芯屑锌褜褞褌械褉薪芯械 蟹褉械薪懈械鈥�

袗写褉械褋 褝谢械泻褌褉芯薪薪芯泄 锌芯褔褌褘 蟹邪褖懈褖械薪 芯褌 褋锌邪屑-斜芯褌芯胁. 袛谢褟 锌褉芯褋屑芯褌褉邪 邪写褉械褋邪 胁 斜褉邪褍蟹械褉械 写芯谢卸械薪 斜褘褌褜 胁泻谢褞褔械薪 Javascript.

{/spoilers}