Arti Singh

According to our database, Arti Singh authored at least 25 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Soybean Maturity Prediction using 2D Contour Plots from Drone based Time Series Imagery.

Bitgoeul Kim, Samuel W. Blair, Talukder Z. Jubery, Soumik Sarkar, Arti Singh, Asheesh Kumar Singh, Baskar Ganapathysubramanian

CoRR, 2024

Robust soybean seed yield estimation using high-throughput ground robot videos.

Jiale Feng, Samuel W. Blair, Timilehin Ayanlade, Aditya Balu, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar, Asheesh Kumar Singh

CoRR, 2024

AgGym: An agricultural biotic stress simulation environment for ultra-precision management planning.

Mahsa Khosravi, Matthew Carroll, Kai Liang Tan, Liza Van der Laan, Joscif Raigne, Daren S. Mueller, Arti Singh, Aditya Balu, Baskar Ganapathysubramanian, Asheesh Kumar Singh, Soumik Sarkar

CoRR, 2024

AgEval: A Benchmark for Zero-Shot and Few-Shot Plant Stress Phenotyping with Multimodal LLMs.

Muhammad Arbab Arshad, Talukder Zaki Jubery, Tirtho Roy, Rim Nassiri, Asheesh K. Singh, Arti Singh, Chinmay Hegde, Baskar Ganapathysubramanian, Aditya Balu, Adarsh Krishnamurthy, Soumik Sarkar

CoRR, 2024

Arboretum: A Large Multimodal Dataset Enabling AI for Biodiversity.

Chih-Hsuan Yang, Benjamin Feuer, Zaki Jubery, Zi K. Deng, Andre Nakkab, Md. Zahid Hasan, Shivani Chiranjeevi, Kelly O. Marshall, Nirmal Baishnab, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Nirav C. Merchant, Chinmay Hegde, Baskar Ganapathysubramanian

CoRR, 2024

Class-specific Data Augmentation for Plant Stress Classification.

Nasla Saleem, Aditya Balu, Talukder Zaki Jubery, Arti Singh, Asheesh K. Singh, Soumik Sarkar, Baskar Ganapathysubramanian

CoRR, 2024

Multi-Sensor and Multi-temporal High-Throughput Phenotyping for Monitoring and Early Detection of Water-Limiting Stress in Soybean.

Sarah E. Jones, Timilehin Ayanlade, Benjamin Fallen, Talukder Z. Jubery, Arti Singh, Baskar Ganapathysubramanian, Soumik Sarkar, Asheesh K. Singh

CoRR, 2024

AIIRA: AI Institute for Resilient Agriculture.

Baskar Ganapathysubramanian, Jessica M. P. Bell, George Kantor, Nirav C. Merchant, Soumik Sarkar, Patrick S. Schnable, Michelle Segovia, Arti Singh, Asheesh K. Singh

AI Mag., 2024

Capturing An Optimal Trading Framework Involving Exponential and Second-Order Autoregressive Price Dynamics.

Vipin Kumar Pandey, Arti Singh, Gopinath Sahoo

Proceedings of the International Symposium on Computing and Intelligent Systems (SCI 2024), 2024

2023

Deep learning powered real-time identification of insects using citizen science data.

Shivani Chiranjeevi, Mojdeh Saadati, Zi K. Deng, Jayanth Koushik, Talukder Z. Jubery, Daren Mueller, Matthew E. O. Neal, Nirav C. Merchant, Aarti Singh, Asheesh K. Singh, Soumik Sarkar, Arti Singh, Baskar Ganapathysubramanian

CoRR, 2023

Out-of-distribution detection algorithms for robust insect classification.

Mojdeh Saadati, Aditya Balu, Shivani Chiranjeevi, Talukder Zaki Jubery, Asheesh K. Singh, Soumik Sarkar, Arti Singh, Baskar Ganapathysubramanian

CoRR, 2023

2020

Optimal portfolio trading subject to stochastic dominance constraints under second-order autoregressive price dynamics.

Arti Singh, Selvamuthu Dharmaraja

Int. Trans. Oper. Res., 2020

Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications.

Luis G. Riera, Matthew E. Carroll, Zhisheng Zhang, Johnathon M. Shook, Sambuddha Ghosal, Tianshuang Gao, Arti Singh, Sourabh Bhattacharya, Baskar Ganapathysubramanian, Asheesh K. Singh, Soumik Sarkar

CoRR, 2020

Usefulness of interpretability methods to explain deep learning based plant stress phenotyping.

Koushik Nagasubramanian, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian

CoRR, 2020

How useful is Active Learning for Image-based Plant Phenotyping?

Koushik Nagasubramanian, Talukder Z. Jubery, Fateme Fotouhi Ardakani, Seyed Vahid Mirnezami, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian

CoRR, 2020

2018

A Novel Multirobot System for Plant Phenotyping.

Tianshuang Gao, Hamid Emadi, Homagni Saha, Jiaoping Zhang, Alec Lofquist, Arti Singh, Baskar Ganapathysubramanian, Soumik Sarkar, Asheesh K. Singh, Sourabh Bhattacharya

Robotics, 2018

An explainable deep machine vision framework for plant stress phenotyping.

Sambuddha Ghosal, David Blystone, Asheesh K. Singh, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar

Proc. Natl. Acad. Sci. USA, 2018

Explaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps.

Koushik Nagasubramanian, Sarah E. Jones, Asheesh K. Singh, Arti Singh, Baskar Ganapathysubramanian, Soumik Sarkar

CoRR, 2018

PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results.

Mehrdad Shoeiby, Antonio Robles-Kelly, Radu Timofte, Ruofan Zhou, Fayez Lahoud, Sabine Süsstrunk, Zhiwei Xiong, Zhan Shi, Chang Chen, Dong Liu, Zheng-Jun Zha, Feng Wu, Kaixuan Wei, Tao Zhang, Lizhi Wang, Ying Fu, Koushik Nagasubramanian, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Mean-variance optimal trading problem subject to stochastic dominance constraints with second order autoregressive price dynamics.

Arti Singh, Selvamuthu Dharmaraja

Math. Methods Oper. Res., 2017

Interpretable Deep Learning applied to Plant Stress Phenotyping.

Sambuddha Ghosal, David Blystone, Asheesh K. Singh, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar

CoRR, 2017

Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean.

Koushik Nagasubramanian, Sarah E. Jones, Soumik Sarkar, Asheesh K. Singh, Arti Singh, Baskar Ganapathysubramanian

CoRR, 2017

2016

An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection.

Adedotun Akintayo, Nigel Lee, Vikas Chawla, Mark Mullaney, Christopher Marett, Asheesh K. Singh, Arti Singh, Greg Tylka, Baskar Ganapathysubramanian, Soumik Sarkar

CoRR, 2016

2008

MutDB: update on development of tools for the biochemical analysis of genetic variation.

Arti Singh, Adebayo Olowoyeye, Peter H. Baenziger, Jessica Dantzer, Maricel G. Kann, Predrag Radivojac, Randy W. Heiland, Sean D. Mooney

Nucleic Acids Res., 2008

2000

A novel application development environment for large-scale scientific computations.

Xiaohui Shen, Wei-keng Liao, Alok N. Choudhary, Gokhan Memik, Mahmut T. Kandemir, Sachin More, George K. Thiruvathukal, Arti Singh

Proceedings of the 14th international conference on Supercomputing, 2000