Sergiu Nedevschi

About Sergiu Nedevschi

Sergiu Nedevschi, With an exceptional h-index of 41 and a recent h-index of 26 (since 2020), a distinguished researcher at Universitatea Technica din Cluj-Napoca, specializes in the field of Image Processing, Pattern Recognition, Machine/Deep Learning, Stereo Vision, Perception.

His recent articles reflect a diverse array of research interests and contributions to the field:

Forest Inspection Dataset for Aerial Semantic Segmentation and Depth Estimation

Data augmentation for environment perception with unmanned aerial vehicles

Dynamic Semantically Guided Monocular Depth Estimation for UAV Environment Perception

Hepatocellular carcinoma recognition from ultrasound images by fusing convolutional neural networks at decision level

Liver Tumor Segmentation From Computed Tomography Images Through Convolutional Neural Networks

Multi-Object Tracking, Segmentation and Validation in Thermal Images

Static Mesh Enrichment with Dynamic Entities for Training Sets Generation

Laboratory Works 1st Edition

Sergiu Nedevschi Information

University

Position

Professor of Computer Science Romania

Citations(all)

6676

Citations(since 2020)

2417

Cited By

5225

hIndex(all)

41

hIndex(since 2020)

26

i10Index(all)

153

i10Index(since 2020)

68

Email

University Profile Page

Universitatea Technica din Cluj-Napoca

Google Scholar

View Google Scholar Profile

Sergiu Nedevschi Skills & Research Interests

Image Processing

Pattern Recognition

Machine/Deep Learning

Stereo Vision

Perception

Top articles of Sergiu Nedevschi

Title

Journal

Author(s)

Publication Date

Forest Inspection Dataset for Aerial Semantic Segmentation and Depth Estimation

arXiv preprint arXiv:2403.06621

Bianca-Cerasela-Zelia Blaga

Sergiu Nedevschi

2024/3/11

Data augmentation for environment perception with unmanned aerial vehicles

IEEE Transactions on Intelligent Vehicles

Vivian Chiciudean

Horatiu Florea

Bianca-Cerasela-Zelia Blaga

Radu Beche

Florin Oniga

...

2024/3/6

Dynamic Semantically Guided Monocular Depth Estimation for UAV Environment Perception

IEEE Transactions on Geoscience and Remote Sensing

Vlad-Cristian Miclea

Sergiu Nedevschi

2023/12/21

Hepatocellular carcinoma recognition from ultrasound images by fusing convolutional neural networks at decision level

Delia Mitrea

Raluca Brehar

Cristinel Mocan

Sergiu Nedevschi

Mihai Socaciu

...

2023/7/12

Liver Tumor Segmentation From Computed Tomography Images Through Convolutional Neural Networks

Delia Mitrea

Vlad Timu

Cristinel-Mihai Mocan

Sergiu Nedevschi

Andrei-Vlad Florian

...

2023/12/16

Multi-Object Tracking, Segmentation and Validation in Thermal Images

Mircea Paul Muresan

Radu Danescu

Sergiu Nedevschi

2023/6/4

Static Mesh Enrichment with Dynamic Entities for Training Sets Generation

Vivian Chiciudean

Radu Beche

Bianca-Cerasela-Zelia Blaga

Florin Oniga

Sergiu Nedevschi

2023/10/26

Laboratory Works 1st Edition

Sergiu NEDEVSCHI

Robert VARGA

Florin ONIGA

Raluca BREHAR

Ion GIOSAN

...

2023

Kidney Tumor Segmentation and Grade Identification in CT Images

Raluca Didona Brehar

Delia-Alexandrina Mitrea

Sergiu Nedevschi

Tudor Moisoiu

Florin Ioan Elec

...

2023/10/26

Real-Time Obstacle Detection using a Pillar-based Representation and a Parallel Architecture on the GPU from LiDAR Measurements.

Mircea Paul Muresan

Robert Schlanger

Radu Danescu

Sergiu Nedevschi

2023

Accuracy vs Speed Trade-offs in Multi-Frame LiDAR-based Linear Correction for Visual Odometry

Corvin-Petruţ Cobârzan

Cătălin-Cosmin Golban

Sergiu Nedevschi

2023/10/26

MonoDVPS: A Self-Supervised Monocular Depth Estimation Approach to Depth-aware Video Panoptic Segmentation

Andra Petrovai

Sergiu Nedevschi

2023

Deep Learning Techniques for Liver Tumor Recognition in Ultrasound Images

Delia Mitrea

Sergiu Nedevschi

Mihai Socaciu

Radu Badea

2023/10/10

Exploiting pseudo labels in a self-supervised learning framework for improved monocular depth estimation

Andra Petrovai

Sergiu Nedevschi

2022

Efficient HD Map encoding via disentangled style-structure representation using graph neural networks

Radu Beche

Sergiu Nedevschi

2022/9/22

Temporal attention for monocular depth estimation in aerial scenarios

Vlad-Cristian Miclea

Sergiu Nedevschi

2022/11/16

HCC recognition within B-mode and CEUS images using traditional and deep learning techniques

Delia Mitrea

Cosmina Mendoiu

Paulina Mitrea

Sergiu Nedevschi

Monica Lupşor-Platon

...

2022

Survey on monocular depth estimation for unmanned aerial vehicles using deep learning

Horatiu Florea

Sergiu Nedevschi

2022/9/22

2022 IEEE 18th International Conference on Intelligent Computer Communication and Processing Conference (ICCP)

Sergiu Nedevschi

Rodica Potolea

Radu Razvan Slavescu

2022/9/22

Time-space transformers for video panoptic segmentation

Andra Petrovai

Sergiu Nedevschi

2022

See List of Professors in Sergiu Nedevschi University(Universitatea Technica din Cluj-Napoca)

Co-Authors

H-index: 59
Graham Finlayson

Graham Finlayson

University of East Anglia

H-index: 46
Xavier Bresson

Xavier Bresson

National University of Singapore

H-index: 34
Sorana D. BOLBOACĂ

Sorana D. BOLBOACĂ

Universitatea de Medicina si Farmacie Iuliu Hatieganu

H-index: 23
Florin Rusu

Florin Rusu

University of California, Merced

H-index: 23
Radu Danescu

Radu Danescu

Universitatea Technica din Cluj-Napoca

H-index: 21
Florin Oniga

Florin Oniga

Universitatea Technica din Cluj-Napoca

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