Dustin Aganian

Dustin Aganian

Technische Universität Ilmenau

H-index: 4

Europe-Germany

About Dustin Aganian

Dustin Aganian, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at Technische Universität Ilmenau, specializes in the field of Deep Learning, Machine Learning, Computer Vision, Robotics.

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

A little bit attention is all you need for person re-identification

Fusing hand and body skeletons for human action recognition in assembly

How object information improves skeleton-based human action recognition in assembly tasks

ATTACH dataset: annotated two-handed assembly actions for human action understanding

On the Importance of Label Encoding and Uncertainty Estimation for Robotic Grasp Detection

Visual scene understanding for enabling situation-aware cobots

Road surface segmentation-pixel-perfect distress and object detection for road assessment

Revisiting loss functions for person re-identification

Dustin Aganian Information

University

Position

___

Citations(all)

45

Citations(since 2020)

45

Cited By

4

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Technische Universität Ilmenau

Google Scholar

View Google Scholar Profile

Dustin Aganian Skills & Research Interests

Deep Learning

Machine Learning

Computer Vision

Robotics

Top articles of Dustin Aganian

Title

Journal

Author(s)

Publication Date

A little bit attention is all you need for person re-identification

Markus Eisenbach

Jannik Lübberstedt

Dustin Aganian

Horst-Michael Gross

2023/5/29

Fusing hand and body skeletons for human action recognition in assembly

Dustin Aganian

Mona Köhler

Benedict Stephan

Markus Eisenbach

Horst-Michael Gross

2023/9/22

How object information improves skeleton-based human action recognition in assembly tasks

Dustin Aganian

Mona Köhler

Sebastian Baake

Markus Eisenbach

Horst–Michael Groß

2023/6/18

ATTACH dataset: annotated two-handed assembly actions for human action understanding

Dustin Aganian

Benedict Stephan

Markus Eisenbach

Corinna Stretz

Horst-Michael Gross

2023/4/17

On the Importance of Label Encoding and Uncertainty Estimation for Robotic Grasp Detection

Benedict Stephan

Dustin Aganian

Lars Hinneburg

Markus Eisenbach

Steffen Müller

...

2022/10/23

Visual scene understanding for enabling situation-aware cobots

Markus Eisenbach

Dustin Aganian

Mona Köhler

Benedict Stephan

Christof Schröter

...

2022/10

Road surface segmentation-pixel-perfect distress and object detection for road assessment

Ronny Stricker

Dustin Aganian

Maximilian Sesselmann

Daniel Seichter

Marius Engelhardt

...

2021/8/23

Revisiting loss functions for person re-identification

Dustin Aganian

Markus Eisenbach

Joachim Wagner

Daniel Seichter

Horst-Michael Gross

2021

A multi-modal person perception framework for socially interactive mobile service robots

Sensors

Steffen Müller

Tim Wengefeld

Thanh Quang Trinh

Dustin Aganian

Markus Eisenbach

...

2020/1/28

See List of Professors in Dustin Aganian University(Technische Universität Ilmenau)

Co-Authors

H-index: 41
Horst-Michael Gross

Horst-Michael Gross

Technische Universität Ilmenau

H-index: 15
Markus Eisenbach

Markus Eisenbach

Technische Universität Ilmenau

H-index: 7
Thanh Quang Trinh

Thanh Quang Trinh

Technische Universität Ilmenau

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