Manuel Martínez

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 23

Top Topics

Action Recognition

Semantic Segmentation

Confidence Estimates

Top Venues

Publications

Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martínez, Rainer Stiefelhagen
Is My Driver Observation Model Overconfident? Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martínez, Rainer Stiefelhagen
Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates. CoRR (2022)
Alina Roitberg, Monica Haurilet, Manuel Martínez, Rainer Stiefelhagen
Uncertainty-sensitive Activity Recognition: a Reliability Benchmark and the CARING Models. CoRR (2021)
Amine Kechaou, Manuel Martínez, Monica Haurilet, Rainer Stiefelhagen
Detective: An Attentive Recurrent Model for Sparse Object Detection. ICPR (2020)
Manuel Martínez, Kailun Yang, Angela Constantinescu, Rainer Stiefelhagen
Helping the Blind to Get through COVID-19: Social Distancing Assistant Using Real-Time Semantic Segmentation on RGB-D Video. Sensors 20 (18) (2020)
Amine Kechaou, Manuel Martínez, Monica Haurilet, Rainer Stiefelhagen
Detective: An Attentive Recurrent Model for Sparse Object Detection. CoRR (2020)
Alina Roitberg, Monica Haurilet, Manuel Martínez, Rainer Stiefelhagen
Uncertainty-sensitive Activity Recognition: A Reliability Benchmark and the CARING Models. ICPR (2020)
Haoye Chen, Yingzhi Zhang, Kailun Yang, Manuel Martínez, Karin Müller, Rainer Stiefelhagen
Can We Unify Perception and Localization in Assisted Navigation? An Indoor Semantic Visual Positioning System for Visually Impaired People. ICCHP (1) (2020)
Manuel Martínez, David Ahmedt-Aristizabal, Tilman Väth, Clinton Fookes, Andreas Benz, Rainer Stiefelhagen
A Vision-based System for Breathing Disorder Identification: A Deep Learning Perspective. EMBC (2019)
Monica Haurilet, Alina Roitberg, Manuel Martínez, Rainer Stiefelhagen
WiSe - Slide Segmentation in the Wild. ICDAR (2019)
Manuel Martínez, Joan Serra-Sagristà
Rice-Marlin Codes: Tiny and Efficient Variable-to-Fixed Codes. DCC (2019)
Manuel Martínez, Rainer Stiefelhagen
Taming the Cross Entropy Loss. CoRR (2018)
Manuel Martínez, Joan Serra-Sagristà
Rice-Marlin Codes: Tiny and Efficient Variable-to-Fixed Codes. CoRR (2018)
Elena Wolf, Manuel Martínez, Alina Roitberg, Rainer Stiefelhagen, Barbara Deml
Estimating mental load in passive and active tasks from pupil and gaze changes using bayesian surprise. MCPMD@ICMI (2018)
Manuel Martínez, Kai Sandfort, Danny Dubé, Joan Serra-Sagristà
Improving Marlin's Compression Ratio with Partially Overlapping Codewords. DCC (2018)
Manuel Martínez, Rainer Stiefelhagen
Taming the Cross Entropy Loss. GCPR (2018)
Alina Roitberg, Manuel Martínez, Monica Haurilet, Rainer Stiefelhagen
Towards a Fair Evaluation of Zero-Shot Action Recognition Using External Data. ECCV Workshops (4) (2018)
Manuel Martínez, Rainer Stiefelhagen
Breathing Rate Monitoring during Sleep from a Depth Camera under Real-Life Conditions. WACV (2017)
Manuel Martínez, Monica-Laura Haurilet, Rainer Stiefelhagen, Joan Serra-Sagristà
Marlin: A High Throughput Variable-to-Fixed Codec Using Plurally Parsable Dictionaries. DCC (2017)
Anke Schwarz, Monica-Laura Haurilet, Manuel Martínez, Rainer Stiefelhagen
DriveAHead - A Large-Scale Driver Head Pose Dataset. CVPR Workshops (2017)
Manuel Martínez, Alina Roitberg, Daniel Koester, Rainer Stiefelhagen, Boris Schauerte
Using Technology Developed for Autonomous Cars to Help Navigate Blind People. ICCV Workshops (2017)
Manuel Martínez, Monica-Laura Haurilet, Ziad Al-Halah, Makarand Tapaswi, Rainer Stiefelhagen
Relaxed Earth Mover's Distances for Chain- and Tree-connected Spaces and their use as a Loss Function in Deep Learning. CoRR (2016)
Timo Grimm, Manuel Martínez, Andreas Benz, Rainer Stiefelhagen
Sleep position classification from a depth camera using Bed Aligned Maps. ICPR (2016)
Manuel Martínez, Lukas Rybok, Rainer Stiefelhagen
Action recognition in bed using BAMs for assisted living and elderly care. MVA (2015)
Manuel Martínez, Rainer Stiefelhagen
Kinect unbiased. ICIP (2014)
Manuel Martínez, Angela Constantinescu, Boris Schauerte, Daniel Koester, Rainer Stiefelhagen
Cognitive Evaluation of Haptic and Audio Feedback in Short Range Navigation Tasks. ICCHP (2) (2014)
Boris Schauerte, Daniel Koester, Manuel Martínez, Rainer Stiefelhagen
Way to Go! Detecting Open Areas Ahead of a Walking Person. ECCV Workshops (3) (2014)
Manuel Martínez, Florian van de Camp, Rainer Stiefelhagen
Real Time Head Model Creation and Head Pose Estimation on Consumer Depth Cameras. 3DV (2014)
Manuel Martínez, Rainer Stiefelhagen
Kinect Unleashed: Getting Control over High Resolution Depth Maps. MVA (2013)
Manuel Martínez, Rainer Stiefelhagen
Automated Multi-Camera System for Long Term Behavioral Monitoring in Intensive Care Units. MVA (2013)
Manuel Martínez, Boris Schauerte, Rainer Stiefelhagen
"BAM!" Depth-Based Body Analysis in Critical Care. CAIP (1) (2013)
Manuel Martínez, Rainer Stiefelhagen
Breath rate monitoring during sleep using near-ir imagery and PCA. ICPR (2012)
Boris Schauerte, Manuel Martínez, Angela Constantinescu, Rainer Stiefelhagen
An Assistive Vision System for the Blind That Helps Find Lost Things. ICCHP (2) (2012)
Alvaro Collet, Manuel Martínez, Siddhartha S. Srinivasa
The MOPED framework: Object recognition and pose estimation for manipulation. Int. J. Robotics Res. 30 (10) (2011)
Manuel Martínez, Alvaro Collet, Siddhartha S. Srinivasa
MOPED: A scalable and low latency object recognition and pose estimation system. ICRA (2010)