42 citations · 43 across the 4 of their papers we have counts for
4 papers
VTrackIt: A Synthetic Self-Driving Dataset with Infrastructure and Pooled Vehicle Information
Mayuresh Savargaonkar, Abdallah Chehade
Artificial intelligence solutions for Autonomous Vehicles (AVs) have been developed using publicly available datasets such as Argoverse, ApolloScape, Level5, and NuScenes. One majo…
RMOPP: Robust Multi-Objective Post-Processing for Effective Object Detection
Mayuresh Savargaonkar, Abdallah Chehade, Samir Rawashdeh
Over the last few decades, many architectures have been developed that harness the power of neural networks to detect objects in near real-time. Training such systems requires subs…
The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion
Abdallah Chehade, Zunya Shi
Matrix completion constantly receives tremendous attention from many research fields. It is commonly applied for recommender systems such as movie ratings, computer vision such as…
Latent Function Decomposition for Forecasting Li-ion Battery Cells Capacity: A Multi-Output Convolved Gaussian Process Approach
Abdallah A. Chehade, Ala A. Hussein
A latent function decomposition method is proposed for forecasting the capacity of lithium-ion battery cells. The method uses the Multi-Output Gaussian Process, a generative machin…