Martin Knoche

Martin Knoche

Technische Universität München

H-index: 7

Europe-Germany

About Martin Knoche

Martin Knoche, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Technische Universität München, specializes in the field of Deep Learning, Face Recognition, Super Resolution, Machine Learning, AI.

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

Tackling Face Verification Edge Cases: In-Depth Analysis and Human-Machine Fusion Approach

Octuplet loss: Make face recognition robust to image resolution

Explainable model-agnostic similarity and confidence in face verification

Face Morphing: Fooling a Face Recognition System Is Simple!

A Coarse-to-Fine Dual Attention Network for Blind Face Completion

Cross-quality LFW: A database for analyzing cross-resolution image face recognition in unconstrained environments

Face aggregation network for video face recognition

Attention-based partial face recognition

Martin Knoche Information

University

Position

Ph. D.

Citations(all)

122

Citations(since 2020)

120

Cited By

15

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Technische Universität München

Google Scholar

View Google Scholar Profile

Martin Knoche Skills & Research Interests

Deep Learning

Face Recognition

Super Resolution

Machine Learning

AI

Top articles of Martin Knoche

Title

Journal

Author(s)

Publication Date

Tackling Face Verification Edge Cases: In-Depth Analysis and Human-Machine Fusion Approach

Martin Knoche

Gerhard Rigoll

2023/7/23

Octuplet loss: Make face recognition robust to image resolution

Martin Knoche

Mohamed Elkadeem

Stefan Hörmann

Gerhard Rigoll

2023/1/5

Explainable model-agnostic similarity and confidence in face verification

Martin Knoche

Torben Teepe

Stefan Hörmann

Gerhard Rigoll

2023

Face Morphing: Fooling a Face Recognition System Is Simple!

arXiv preprint arXiv:2205.13796

Stefan Hörmann

Tianlin Kong

Torben Teepe

Fabian Herzog

Martin Knoche

...

2022/5/27

A Coarse-to-Fine Dual Attention Network for Blind Face Completion

Stefan Hormann

Zhibing Xia

Martin Knoche

Gerhard Rigoll

2021/12/15

Cross-quality LFW: A database for analyzing cross-resolution image face recognition in unconstrained environments

Martin Knoche

Stefan Hormann

Gerhard Rigoll

2021/12/15

Face aggregation network for video face recognition

Stefan Hörmann

Zhenxiang Cao

Martin Knoche

Fabian Herzog

Gerhard Rigoll

2021/9/19

Attention-based partial face recognition

Stefan Hörmann

Zeyuan Zhang

Martin Knoche

Torben Teepe

Gerhard Rigoll

2021/6/11

Susceptibility to image resolution in face recognition and trainings strategies

arXiv preprint arXiv:2107.03769

Martin Knoche

Stefan Hörmann

Gerhard Rigoll

2021/7/8

Attention fusion for audio-visual person verification using multi-scale features

Stefan Hörmann

Abdul Moiz

Martin Knoche

Gerhard Rigoll

2020/11/16

A multi-task comparator framework for kinship verification

Stefan Hörmann

Martin Knoche

Gerhard Rigoll

2020

See List of Professors in Martin Knoche University(Technische Universität München)

Co-Authors

H-index: 13
Okan KÖPÜKLÜ

Okan KÖPÜKLÜ

Technische Universität München

H-index: 10
Hans-Martin Heyn

Hans-Martin Heyn

Göteborgs universitet

H-index: 9
Stefan Hörmann

Stefan Hörmann

Technische Universität München

H-index: 9
Maryam Babaee

Maryam Babaee

Technische Universität München

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