🌳 Introducing WHU-STree, a new multimodal street tree dataset from Wuhan University, now published in ISPRS Journal of Photogrammetry and Remote Sensing. Why is it interesting? • Cross-city coverage: data collected in Nanjing and Shenyang, two cities with very different climates and urban layouts, enabling cross-region generalization studies • Rich annotations: 21,007 individual street tree instances, 50 species, and 2 morphological attributes • Multimodal data: temporally aligned LiDAR point clouds high-resolution panoramic images • Multi-task potential: single-tree inventory, cross-domain generalization, multi-task learning, and domain adaptation An interesting takeaway from the benchmark: while multimodal fusion outperforms single-modality baselines, it still does not consistently surpass strong 3D-only methods. This highlights that effective multimodal fusion remains an open challenge. We hope this dataset can support future research in urban greenery inventory and smart city management. Code & dataset: github.com/WHU-USI3DV/WHU-ST… Paper: doi.org/10.1016/j.isprsjprs.… #RemoteSensing #ComputerVision #MultimodalLearning #LiDAR #UrbanComputing #SmartCity #Dataset #ISPRS

#urbanism #urbanplanning #urbancomputing #urbandevelopment

Electric Vehicles doesn't much problems either. #urbanism #urbancomputing

Another reason why green spaces matter even in our yards/compounds. Children need grasses to roll over too. Cc @ChifeDr @MaryanneMoghalu @uzochiapa @OfficialEgoBoyo @oluwaseun_ajede @EzeasorIje #urbanism #urbanplanning #urbandevelopment #urbancomputing

Exercise and walking are elements of a good urban design. Cities should also be built to prevent cognitive decline. #MentalHealth #health #urbanism #urbanplanning #urbancomputing #urbandevelopment

This is how science helps you design houses that would consume less energy for cooling. #urbanism #urbanplanning #urbancomputing #cooling

Thanks @The__Vyrus for sharing this. This is how to use the sun and wind to plan a city so as to improve Quality of Life. This is another reason science is important in #urbanplanning. Cc @uzochiapa @EzeasorIje @oluwaseun_ajede @OfficialEgoBoyo #urbanism #urbancomputing

A bold view on tech in our cities; join the chat! #SmartCities, #UrbanComputing, #IoTSensors, #DataAnalytics, #TrafficManagement, #EnergyDistribution, #Art medium.com/@sanjay.mohindroo…

#urbanism #urbanplanning #urbancomputing

#urbanism #urbanplanning #urbancomputing #cities #mobility

Cities grappling with embracing #AI since most of them embraced #OpenData and have large datasets should not be any surprises. What they need is to have the vision and talents needed to exploit AI to improve economic outcomes and Quality of Life. #ConnectedData #UrbanComputing

In this present global war of talents, cities that are intentionally positioned to attract talents are winning. Cities are economic engines powered by human capital and can be computable with #OpenData, #KnowledgeGraph, Language Models. #urbanism #urbanplanning #urbancomputing

第5回 都市のすがた：都市のさまざまな要素のデータによる可視化（ArchiFuture Web 2021年10月26日号　ふくだぶろーぐ） archifuture-web.jp/magazine/… [続] #FaçadeColorMeasurement #BuildingClassification #StreetViewImages #DeepLearning #UrbanAnalytics #UrbanComputing

First @turinginst Research and Innovation Advisory Committee meeting, @TuringChiefSci Chief Scientist’s update on #DigitalTwins #urbancomputing #Data Centric Engineering, Grand Challenges, Digital Society #AI and many more, exciting times ahead working with Turing..

Digital Twins: The future of Urban Planning edition.cnn.com/2023/01/31/w… #urbanism #urbanplanning #UrbanComputing #city #cities #SmartCities

Saved this Tweet to your Notion database. Tags: [Urbanism, Urbancomputing]

Smart Cities apply Actionable intelligence derived by both Humans and Machines from Data, Information, Knowledge it has to situations affecting their cities. #SmartCities #SmartCity #UrbanComputing #cities #city #dikw #data

Mr. Maosu Li (PhD Year 3 student), Dr. Fan Xue (REC), Ms. Yijie Wu (PhD Year 1 student, REC), and Prof. Anthony Yeh have a new publication: sciencedirect.com/science/ar… #WindowView #ViewQualityIndex #HighRiseBuildings #CityInformationModel #DeepLearning #UrbanComputing

Don't miss the last 2021 InterSCity Webinar with Fabio Duarte (MIT Senseable City Lab) free registration at interscity.org/register-webi… #interscity #smartcities #datascience #urbancomputing

For those who attended my Graph Theory, Graph Algorithms and Graph Analytics webinar, here is the thread on Urban computing for Lagos traffic x.com/EmekaOkoye/status/1173… #graph #SmartCities #UrbanComputing #analytics