3DVision Group

3DVision Group (3DVG) at BITS Pilani, Hyderabad — working at the intersection of 3D Computer Vision, Generative AI, and Smart Manufacturing.

3DVision Group (3DVG)

We are a research group at the Department of Computer Science and Information Systems (CSIS), BITS Pilani, Hyderabad Campus, headed by Prof. Sk Aziz Ali. Our work spans 3D Computer Vision, Generative AI-assisted CAD Modeling, Vision-Language Models, and Smart Manufacturing.

Lab website: www.3dvision-lab.in  —  PI: Prof. Sk Aziz Ali

Research Focus

The group investigates how 3D scene understanding, generative models, and language-guided interfaces can automate and augment engineering workflows — from CAD reverse engineering to PCB design and XR-based manufacturing.

Current active research themes:

  • Generative AI for CAD modeling and reverse engineering
  • Vision-Language Models (VLMs) for 3D scene understanding
  • AI-assisted PCB layout and electronic enclosure design
  • Extended Reality (XR) interfaces for smart manufacturing
  • Embodied AI and robot perception