Ion Giosan

Computer Science · Physical Sciences

9h-index263citations27works0.02yr avg
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Research Topics

Video Surveillance and Tracking Methods(12), Advanced Neural Network Applications(7), Autonomous Vehicle Technology and Safety(6), Remote Sensing and LiDAR Applications(5), Automated Road and Building Extraction(5)

Publications27 total

RT-GS2: Real-Time Generalizable Semantic Segmentation for 3D Gaussian Representations of Radiance Fields
arXiv (Cornell University)·2024Open Access
VTSeg: Video Transformer for Semantic Segmentation
2023· 1 cited
A modern approach for positional football analysis using computer vision
2022· 4 cited
Enhanced Perception for Autonomous Driving Using Semantic and Geometric Data Fusion
Sensors·2022· 25 citedOpen Access
Automatic Vision Inspection Solution for the Manufacturing Process of Automotive Components Through Plastic Injection Molding
2020· 14 cited
Stabilization and Validation of 3D Object Position Using Multimodal Sensor Fusion and Semantic Segmentation
Sensors·2020· 73 citedOpen Access
Location Estimation of an Urban Scene using Computer Vision Techniques
2020
Curb detection in urban traffic scenarios using LiDARs point cloud and semantically segmented color images
2019· 11 cited
Curb detection in urban traffic scenarios using LiDARs point cloud and semantically segmented color images
IEEE Conference Proceedings·2019
Super-sensor for 360-degree environment perception: Point cloud segmentation using image features
2017· 47 cited
Animal detection from traffic scenarios based on monocular color vision
2017· 13 cited
Real-time object detection using a sparse 4-layer LIDAR
2017· 14 cited
Superpixels in Pedestrian Detection from Stereo Images in Urban Traffic Scenarios
2016Open Access
Pedestrian detection in the context of multiple-sensor data alignment for far-infrared and stereo vision sensors
2015· 6 cited
Body gesture validation using multi-dimensional dynamic time warping on Kinect data
2015· 1 cited
Shape improvement of traffic pedestrian hypotheses by means of stereo-vision and superpixels
2015· 1 cited
Height restriction barriers detection from traffic scenarios using stereo-vision
2015· 2 cited
Superpixel-based obstacle segmentation from dense stereo urban traffic scenarios using intensity, depth and optical flow information
2014· 10 cited
UV disparity based obstacle detection and pedestrian classification in urban traffic scenarios
2014· 23 cited
Mobility impacts of cooperative systems: DRIVE C2X Deliverables, Internal Report
2014
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Frequent Co-authors

Sergiu Nedevschi(19), Mircea Paul Muresan(3), Arthur Daniel Costea(2), Horatiu Florea(2), Raluca Brehar(2), Tiberiu Mariţa(2), J.H. Hogema(2), Satu Innamaa(2), Pirkko Rämä(2), Ines Heinig(2), Luciano Ojeda(2), Roland Schindhelm(2), Filippo Visintainer(2), Robert Varga(1), Andra Petrovai(1), Florin Oniga(1), Robert J. Varga(1), Alexandru Iloie(1), Dragos Gabriel Cireap(1), Gyorgy Jasko(1)