Mahesh Reddy

Mahesh Reddy

My research interests lie in computer vision and computational photography.

I completed my MSc in Computing Science from Simon Fraser University, where I was advised by Prof. Yağız Aksoy. Previously, I was a research intern at Borealis AI and received my MSc in Computer Science from the University of Manitoba, where I was advised by Prof. Yang Wang. Before that, I received my B.E. in Information Science from VTU, India.

Email: maheshk2194 [at] gmail [dot] com
CV (last updated: dec 2022) // Google Scholar // GitHub // LinkedIn

News

Dec 2022: Completed MSc thesis defence
Aug 2022: 1 paper accepted to SIGGRAPH Posters 2022
Feb 2021: 1 paper accepted to IEEE TMM
Jul 2020: 1 paper accepted to BMVC 2020
Jul 2020: 2 papers accepted to ECCV 2020
May 2020: Summer intern at Borealis AI

Publications

Datamoshing with Optical Flow

Chris Careaga, Mahesh Kumar Krishna Reddy, and Yağız Aksoy

SIGGRAPH Asia Posters, 2023

webpage // paper // code

Interactive Editing of Monocular Depth

Obumneme Stanley Dukor, S. Mahdi H. Miangoleh, Mahesh Kumar Krishna Reddy, Long Mai, and Yağız Aksoy

SIGGRAPH Posters, 2022

interactive editor // webpage // paper

AdaCrowd: Unlabeled Scene Adaptation for Crowd Counting

Mahesh Kumar Krishna Reddy, Mrigank Rochan, Yiwei Lu and Yang Wang

IEEE Transactions on Multimedia (TMM), 2021

paper // code

Sentence Guided Temporal Modulation for Dynamic Video Thumbnail Generation

Mrigank Rochan, Mahesh Kumar Krishna Reddy and Yang Wang

British Machine Vision Conference (BMVC), 2020

paper

Adaptive Video Highlight Detection by Learning from User History

Mrigank Rochan, Mahesh Kumar Krishna Reddy, Linwei Ye and Yang Wang

European Conference on Computer Vision (ECCV), 2020

paper // code

Few-Shot Scene-Adaptive Anomaly Detection

Yiwei Lu, Frank Yu, Mahesh Kumar Krishna Reddy and Yang Wang

European Conference on Computer Vision (ECCV), 2020 (Spotlight)

paper // code

Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning

Mahesh Kumar Krishna Reddy, Mohammad Hossain, Mrigank Rochan and Yang Wang

IEEE Winter Conference of Applications on Computer Vision (WACV), 2020

paper // code // poster

Domain Adaptation in Crowd Counting

Mohammad Hossain, Mahesh Kumar Krishna Reddy, Kevin Cannons, Zhan Xu and Yang Wang

Conference on Robot and Computer Vision (CRV), 2020

paper

One-Shot Scene-Specific Crowd Counting

Mohammad Hossain, Mahesh Kumar Krishna Reddy, Mehrdad Hosseinzadeh, Omit Chanda and Yang Wang

British Machine Vision Conference (BMVC), 2019

paper

Future Frame Prediction Using Convolutional VRNN for Anomaly Detection

Yiwei Lu, Mahesh Kumar Krishna Reddy, Seyed shahabeddin Nabavi and Yang Wang

IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), 2019

paper // code

Theses

Scene Adaptive Crowd Counting

Mahesh Kumar Krishna Reddy

MSc Thesis, University of Manitoba, 2020