Search Results for author: Abdallah Chehade

Found 3 papers, 0 papers with code

VTrackIt: A Synthetic Self-Driving Dataset with Infrastructure and Pooled Vehicle Information

no code implementations15 Jul 2022 Mayuresh Savargaonkar, Abdallah Chehade

Taking a leap in the future, we introduce the first comprehensive synthetic dataset with intelligent infrastructure and pooled vehicle information for advancing the next generation of AVs, named VTrackIt.

Autonomous Vehicles

RMOPP: Robust Multi-Objective Post-Processing for Effective Object Detection

no code implementations9 Feb 2021 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.

object-detection Object Detection

The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion

no code implementations4 Oct 2019 Abdallah Chehade, Zunya Shi

The proposed approach maintains smoothness across the matrix, produces accurate estimates of the missing data, converges iteratively, and it is computationally tractable with a controllable upper bound on the number of iterations until convergence.

Image Reconstruction Low-Rank Matrix Completion +4

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