Search Results for author: Youshaa Murhij

Found 3 papers, 3 papers with code

OFMPNet: Deep End-to-End Model for Occupancy and Flow Prediction in Urban Environment

1 code implementation2 Apr 2024 Youshaa Murhij, Dmitry Yudin

The task of motion prediction is pivotal for autonomous driving systems, providing crucial data to choose a vehicle behavior strategy within its surroundings.

Autonomous Driving Decoder +1

Rethinking Voxelization and Classification for 3D Object Detection

1 code implementation10 Jan 2023 Youshaa Murhij, Alexander Golodkov, Dmitry Yudin

The main challenge in 3D object detection from LiDAR point clouds is achieving real-time performance without affecting the reliability of the network.

3D Object Detection Classification +2

Real-time 3D Object Detection using Feature Map Flow

1 code implementation26 Jun 2021 Youshaa Murhij, Dmitry Yudin

In this paper, we present a real-time 3D detection approach considering time-spatial feature map aggregation from different time steps of deep neural model inference (named feature map flow, FMF).

3D Object Detection object-detection

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