Martin Knoche

According to our database, Martin Knoche authored at least 18 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Explainable Model-Agnostic Similarity and Confidence in Face Verification.

Martin Knoche, Torben Teepe, Stefan Hörmann, Gerhard Rigoll

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

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

Martin Knoche, Gerhard Rigoll

Proceedings of the 18th International Conference on Machine Vision and Applications, 2023

Octuplet Loss: Make Face Recognition Robust to Image Resolution.

Martin Knoche, Mohamed Elkadeem, Stefan Hörmann, Gerhard Rigoll

Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

2022

Susceptibility to Image Resolution in Face Recognition and Training Strategies to Enhance Robustness.

Martin Knoche, Stefan Hörmann, Gerhard Rigoll

Leibniz Trans. Embed. Syst., 2022

A review on computer vision and machine learning techniques for automated road surface defect and distress detection.

Xuejing Chen, Sira Yongchareon, Martin Knoche

J. Smart Cities Soc., 2022

Face Morphing: Fooling a Face Recognition System Is Simple!

Stefan Hörmann, Tianlin Kong, Torben Teepe, Fabian Herzog, Martin Knoche, Gerhard Rigoll

CoRR, 2022

2021

Image Resolution Susceptibility of Face Recognition Models.

Martin Knoche, Stefan Hörmann, Gerhard Rigoll

CoRR, 2021

Attention-Based Partial Face Recognition.

Stefan Hörmann, Zeyuan Zhang, Martin Knoche, Torben Teepe, Gerhard Rigoll

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Face Aggregation Network For Video Face Recognition.

Stefan Hörmann, Zhenxiang Cao, Martin Knoche, Fabian Herzog, Gerhard Rigoll

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Cross-Quality LFW: A Database for Analyzing Cross- Resolution Image Face Recognition in Unconstrained Environments.

Martin Knoche, Stefan Hörmann, Gerhard Rigoll

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

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

Stefan Hörmann, Zhibing Xia, Martin Knoche, Gerhard Rigoll

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020

Attention Fusion for Audio-Visual Person Verification Using Multi-Scale Features.

Stefan Hörmann, Abdul Moiz, Martin Knoche, Gerhard Rigoll

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

A Multi-Task Comparator Framework for Kinship Verification.

Stefan Hörmann, Martin Knoche, Gerhard Rigoll

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019

Outlier-Robust Neural Aggregation Network for Video Face Identification.

Stefan Hörmann, Martin Knoche, Maryam Babaee, Okan Köpüklü, Gerhard Rigoll

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Visual Odometry and 3D Point Clouds Under Low-Light Conditions.

Hongmou Zhang, Ines Ernst, Sergey Zuev, Anko Börner, Martin Knoche, Reinhard Klette

Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

Large-Scale 3D Roadside Modelling with Road Geometry Analysis: Digital Roads New Zealand.

Ines Ernst, Hongmou Zhang, Sergey Zuev, Martin Knoche, Amita Dhiman, Hsiang-Jen Chien, Reinhard Klette

Proceedings of the 15th International Symposium on Pervasive Systems, 2018

GPS and IMU Require Visual Odometry for Elevation Accuracy.

Dirk Baumbach, Hongmou Zhang, Sergey Zuev, Jürgen Wohlfeil, Martin Knoche, Reinhard Klette

Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017

Improving Facial Landmark Detection via a Super-Resolution Inception Network.

Martin Knoche, Daniel Merget, Gerhard Rigoll

Proceedings of the Pattern Recognition - 39th German Conference, 2017