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Deep Learning 3D Shapes Using ALT-AZ Anisotropic 2-Sphere Convolution

Deep Learning 3D Shapes Using ALT-AZ Anisotropic 2-Sphere Convolution

by Min Liu | Feb 11, 2019 | 2019, Fupin Yao, Karthik Ramani, Min Liu, Recent Publications

The ground-breaking performance obtained by deep convolutional neural networks (CNNs) for image processing tasks is inspiring research efforts attempting to extend it for 3D geometric tasks. One of the main challenge in applying CNNs to 3D shape analysis is how to...

Categories

  • DESIGN METHOD
    • Design Learn
    • Design Collaboration
    • Design Representation
  • TANGIBLE, EMBEDDED & EMBODIED INTERFACES
    • Embedded Input
    • Tangibles
    • Fabrication
  • HUMAN SHAPE INTERACTION
    • Multi-touch Interaction
    • Mid-air Interaction
    • Spatial Analytics
    • Shape Understanding

Recent Publications

  • agentAR: Creating Augmented Reality Applications with Tool-Augmented LLM-based Autonomous Agents
  • DesignFromX:Empowering Consumer-Driven Design Space Exploration through Feature Composition of Referenced Products
  • GesPrompt: Leveraging Co-Speech Gestures to Augment LLM-Based Interaction in Virtual Reality

Recent Publications

  • agentAR: Creating Augmented Reality Applications with Tool-Augmented LLM-based Autonomous Agents
  • DesignFromX:Empowering Consumer-Driven Design Space Exploration through Feature Composition of Referenced Products
  • GesPrompt: Leveraging Co-Speech Gestures to Augment LLM-Based Interaction in Virtual Reality

Lab News

  • ASME Hosts Congressional Briefing on Developing a Robust AI and STEM Workforce
  • Purdue professor foresees AI as catalyst for transformation in manufacturing and workforce
  • Convergence Master’s Thesis Graduate and Veo Co-founder Edwin Tan officially launches the Veo fleet at Purdue University

Recent Publications

  • agentAR: Creating Augmented Reality Applications with Tool-Augmented LLM-based Autonomous Agents
  • DesignFromX:Empowering Consumer-Driven Design Space Exploration through Feature Composition of Referenced Products
  • GesPrompt: Leveraging Co-Speech Gestures to Augment LLM-Based Interaction in Virtual Reality

Featured Publications

  • agentAR: Creating Augmented Reality Applications with Tool-Augmented LLM-based Autonomous Agents
  • CARING-AI: Towards Authoring Context-aware Augmented Reality INstruction through Generative Artificial Intelligence
  • Visualizing Causality in Mixed Reality for Manual Task Learning: A Study
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