3D Vision Summer School

22nd - 28th May, 2022 - CVIT, IIIT Hyderabad, India (In Person)

3D VISION SUMMER SCHOOL

The domain of 3D Vision deals with acquisition & analysis of 3-dimensional objects/scenes with wider applications in Animation, AR/VR platforms, Autonomous driving, Medical Imaging, etc. The primary representation for 3D objects are Point Cloud, Mesh and Voxels. These 3D objects/scenes are primarily captured either by depth sensors (e.g., RGBD sensors like Kinect and Laser sensors) or by processing images/videos taken from single/multiple RGB cameras. Algorithms for recovering 3D objects from multiple view images involves elaborate theoretical foundation from Multi-View Geometry developed in the last decade. Recently, deep learning methods have also reinvigorated interest in this domain with more efficient/scalable solutions for 3D reconstruction and analysis.

This event offers hands-on weeklong deep dive into fundamentals of 3D computer vision and deep learning techniques. Also featuring invited speakers so great opportunity to learn from accomplished researchers in the field. Undergrad 3rd/4th year and MS/PhD students as well as industry aspirants are welcome to apply.

Venue

Kohli Center for Intelligent Systems,
International Institute of Information Technology, Hyderabad

Link to the schedule
Link to the poster

INVITED SPEAKERS

srinath_sridhar

Srinath Sridhar Assistant Professor
@Brown University

madhav

K. Madhava Krishna
Professor
@IIIT Hyderabad

varun_jampani

Varun Jampani
Researcher
@Google Research

arjun_jain

Arjun Jain
Founder and Chief Scientist
@UAVIO Labs Pvt. Ltd

Abhijeet Kundu

Abhijeet Kundu
Researcher
@Google Research

Schedule

Registration

Introduction to Image Processing by Dr. Ravi Kiran

Primer on 2D Deep Learning: Neural Networks, MLPs, CNNs by Dr. Ravi Kiran

Lunch

Hands on Session

Welcome Address by Prof. P. J. Narayanan

3D Sensing, Representation and Visualization by Dr. Avinash Sharma

Human Body Capture Lab Demo

Lunch

Hands on Session

Introduction to Geometry Processing by Dr. Avinash Sharma

Invited talk by Prof. Madhava Krishna - "The SLAM Pipeline and Beyond"

Lunch

Hands on Session

Introduction to 3D Deep Volumetric & Point Cloud Learning by Dr. Charu Sharma - Part 1

Introduction to 3D Deep Volumetric & Point Cloud Learning by Dr. Charu Sharma - Part 2

Lunch

Hands on Session

Invited talk by Dr. Arjun Jain - "Self-Driving at scale: Where are we headed"

Introduction to Deep Learning on Meshes by Dr. Charu Sharma

Invited talk by Arjun Jain - "3D humans: From stick figures to digital avatars"

Lunch

Hands on Session

Introduction to Implicit Function Learning by Dr. Avinash Sharma

Invited Talk by Dr. Varun Jampani - "Practical 3D Object Understanding from Image Collections and Videos"

Invited Talk by Dr. Abhijeet Kundu - "Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation"

Lunch

Hands on Session

Invited Talk by Dr. Srinath Sridhar - "Canonicalization for Object-Centric 3D Scene Understanding"

Valedictory Session followed by Banquet Dinner

3D Human Reconstruction by Jinka Sai Sagar

Hands on Session

Lunch

Free

 

Apply Now

  • Last date of application: Applications closed
  • Shortlisted candidates will recieve notification of acceptance via E-Mail after which they have to register for the workshop.

Registration Details

Type Of Registration Course Fee GST (18%) Total Eligibility
Academic Registration ₨ 5,000 ₨ 900 ₨ 5,900
  • Final year B. Tech students
  • M.Tech Students
  • Faculty
Corporate Registration ₨ 8,000 ₨ 1,620 ₨ 9,620
  • Industry Professionals



Note: Hostel accommodation on a twin sharing basis and food is covered in the registration fee.

Team

Faculty

pjn

Dr. P. J. Narayanan
Director
IIIT Hyderabad

Jawahar

Dr. C. V. Jawahar
Professor
IIIT Hyderabad

avinash

Dr. Avinash Sharma
Assistant Professor
IIIT Hyderabad

ravi

Dr. Ravi Kiran
Assistant Professor
IIIT Hyderabad

charu

Dr. Charu Sharma
Assistant Professor
IIIT Hyderabad

Volunteers

Astitva

Astitva Srivastava

chandradeep

Chandradeep Pokhariya

ishaan

Ishaan Shah

Abhinaba Bala

Abhinaba Bala

shanthika

Shanthika Naik

Shubham

Shubham Dokania

Jinka Sai Sagar

Jinka Sai Sagar

Pulkit Gera

Pulkit Gera

Yashas Samaga

Yashas Samaga

Dhawal Sirikonda

Dhawal Sirikonda

Amogh Tiwari

Amogh Tiwari

Katageri Siddharath Gangadhar

Katageri Siddharath Gangadhar

Acknowledgements

We would like to sincerely thank Dr. Visesh Chari and Dr. Xinchen Yan from Waymo for helping us connecting with invited speakers for this event.

F.A.Q