Manuel Martínez

Orcid: 0000-0001-6020-7618

Affiliations:
  • Karlsruhe Institute of Technology, Computer Vision for Human-Computer Interaction Lab, Germany


According to our database1, Manuel Martínez authored at least 32 papers between 2010 and 2022.

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Bibliography

2022
Is My Driver Observation Model Overconfident? Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates.
IEEE Trans. Intell. Transp. Syst., 2022

2020
Helping the Blind to Get through COVID-19: Social Distancing Assistant Using Real-Time Semantic Segmentation on RGB-D Video.
Sensors, 2020

High-Throughput Variable-to-Fixed Entropy Codec Using Selective, Stochastic Code Forests.
IEEE Access, 2020

Uncertainty-sensitive Activity Recognition: A Reliability Benchmark and the CARING Models.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Detective: An Attentive Recurrent Model for Sparse Object Detection.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Can We Unify Perception and Localization in Assisted Navigation? An Indoor Semantic Visual Positioning System for Visually Impaired People.
Proceedings of the Computers Helping People with Special Needs, 2020

2019
WiSe - Slide Segmentation in the Wild.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

A Vision-based System for Breathing Disorder Identification: A Deep Learning Perspective.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Rice-Marlin Codes: Tiny and Efficient Variable-to-Fixed Codes.
Proceedings of the Data Compression Conference, 2019

2018
Estimating mental load in passive and active tasks from pupil and gaze changes using bayesian surprise.
Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, 2018

Towards a Fair Evaluation of Zero-Shot Action Recognition Using External Data.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Improving Marlin's Compression Ratio with Partially Overlapping Codewords.
Proceedings of the 2018 Data Compression Conference, 2018

Taming the Cross Entropy Loss.
Proceedings of the Pattern Recognition - 40th German Conference, 2018

2017
Video-based Bed Monitoring
PhD thesis, 2017

Breathing Rate Monitoring during Sleep from a Depth Camera under Real-Life Conditions.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Using Technology Developed for Autonomous Cars to Help Navigate Blind People.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Marlin: A High Throughput Variable-to-Fixed Codec Using Plurally Parsable Dictionaries.
Proceedings of the 2017 Data Compression Conference, 2017

DriveAHead - A Large-Scale Driver Head Pose Dataset.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Relaxed Earth Mover's Distances for Chain- and Tree-connected Spaces and their use as a Loss Function in Deep Learning.
CoRR, 2016

Sleep position classification from a depth camera using Bed Aligned Maps.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Action recognition in bed using BAMs for assisted living and elderly care.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

2014
Kinect unbiased.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Cognitive Evaluation of Haptic and Audio Feedback in Short Range Navigation Tasks.
Proceedings of the Computers Helping People with Special Needs, 2014

Way to Go! Detecting Open Areas Ahead of a Walking Person.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Real Time Head Model Creation and Head Pose Estimation on Consumer Depth Cameras.
Proceedings of the 2nd International Conference on 3D Vision, 2014

2013
Kinect Unleashed: Getting Control over High Resolution Depth Maps.
Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

Automated Multi-Camera System for Long Term Behavioral Monitoring in Intensive Care Units.
Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

"BAM!" Depth-Based Body Analysis in Critical Care.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Breath rate monitoring during sleep using near-ir imagery and PCA.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

An Assistive Vision System for the Blind That Helps Find Lost Things.
Proceedings of the Computers Helping People with Special Needs, 2012

2011
The MOPED framework: Object recognition and pose estimation for manipulation.
Int. J. Robotics Res., 2011

2010
MOPED: A scalable and low latency object recognition and pose estimation system.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010


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