Research

EasyRFP: An Easy to Use Edge Computing Toolkit for Real-Time Field Phenotyping
Sai Vikas Desai, Akshay L Chandra, Masayuki Hirafuji, Seishi Ninomiya, Vineeth N Balasubramanian, Wei Guo
ECCV 2020 Workshops - CV Problems in Plant Phenotyping
Paper

Towards Fine Grained Sampling for Active Learning in Object Detection
Sai Vikas Desai, Vineeth N Balasubramanian
CVPR 2020 Workshops - Visual Learning with Limited Labels
Paper

Computer Vision with Deep Learning for Plant Phenotyping in Agriculture: A Survey
Akshay L Chandra, Sai Vikas Desai, Vineeth N Balasubramanian, Wei Guo
ACCS Journal, March 2020
Paper

Active Learning with Point Supervision for Cost-Effective Panicle Detection in Cereal Crops
Akshay L Chandra, Sai Vikas Desai, Vineeth N Balasubramanian, Seishi Ninomiya, Wei Guo
BMC Plant Methods Journal, March 2020 (Impact Factor: 4.4)
Paper

An Adaptive Supervision Framework for Active Learning in Object Detection
Sai Vikas Desai, Akshay L Chandra, Vineeth N Balasubramanian, Wei Guo
BMVC 2019
Paper

Automatic estimation of heading date of paddy rice using deep learning
Sai Vikas Desai, Vineeth N Balasubramanian, Tokihiro Fukatsu, Seishi Ninomiya, Wei Guo
BMC Plant Methods Journal, July 2019 (Impact Factor: 4.4)
Paper

AI Based High Throughput Crop Phenotyping using Drone and Static Images
Sai Vikas Desai, Ajay Kumar, Mahesh Taparia, P Rajalakshmi, Vineeth Balasubramanian, Wei Guo
Workshop on AI and its Impact on Society in Developing Nations (AAAI event), Dec 2018
Paper