Manuel Martínez
Manuel Martínez
Verified email at kit.edu
TitleCited byYear
The MOPED framework: Object recognition and pose estimation for manipulation
A Collet, M Martinez, SS Srinivasa
The International Journal of Robotics Research 30 (10), 1284-1306, 2011
2822011
Moped: A scalable and low latency object recognition and pose estimation system
M Martinez, A Collet, SS Srinivasa
2010 IEEE International Conference on Robotics and Automation, 2043-2049, 2010
812010
Breath rate monitoring during sleep using near-IR imagery and PCA
M Martinez, R Stiefelhagen
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
432012
An assistive vision system for the blind that helps find lost things
B Schauerte, M Martinez, A Constantinescu, R Stiefelhagen
International Conference on Computers for Handicapped Persons, 566-572, 2012
322012
Sleep Position Classification from a Depth Camera Using Bed Aligned Maps
T Grimm, M Martinez, A Benz, R Stiefelhagen
International Conference on Pattern Recognition, 2016
212016
Kinect Unleashed: Getting Control over High Resolution Depth Maps.
M Martinez, R Stiefelhagen
MVA, 247-250, 2013
182013
Driveahead-a large-scale driver head pose dataset
A Schwarz, M Haurilet, M Martinez, R Stiefelhagen
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
162017
Using technology developed for autonomous cars to help navigate blind people
M Martinez, A Roitberg, D Koester, R Stiefelhagen, B Schauerte
Proceedings of the IEEE International Conference on Computer Vision, 1424-1432, 2017
152017
Automated Multi-Camera System for Long Term Behavioral Monitoring in Intensive Care Units.
M Martinez, R Stiefelhagen
MVA, 97-100, 2013
112013
“BAM!” Depth-based Body Analysis in Critical Care
M Martinez, B Schauerte, R Stiefelhagen
International Conference on Computer Analysis of Images and Patterns, 465-472, 2013
102013
Action recognition in bed using BAMs for assisted living and elderly care
M Martinez, L Rybok, R Stiefelhagen
2015 14th IAPR International Conference on Machine Vision Applications (MVA …, 2015
82015
Cognitive evaluation of haptic and audio feedback in short range navigation tasks
M Martinez, A Constantinescu, B Schauerte, D Koester, R Stiefelhagen
International Conference on Computers for Handicapped Persons, 128-135, 2014
82014
Way to go! Detecting open areas ahead of a walking person
B Schauerte, D Koester, M Martinez, R Stiefelhagen
European Conference on Computer Vision, 349-360, 2014
72014
Marlin: A high throughput variable-to-fixed codec using plurally parsable dictionaries
M Martinez, M Haurilet, R Stiefelhagen, J Serra-Sagrista
2017 Data Compression Conference (DCC), 161-170, 2017
62017
Breathing Rate Monitoring during Sleep from a Depth Camera under Real-Life Conditions
M Martinez, R Stiefelhagen
2017 IEEE Winter Conference on Applications of Computer Vision (WACV), 1168-1176, 2017
42017
Relaxed Earth Mover's Distances for Chain-and Tree-connected Spaces and their use as a Loss Function in Deep Learning
M Martinez, M Haurilet, Z Al-Halah, M Tapaswi, R Stiefelhagen
arXiv preprint arXiv:1611.07573, 2016
42016
Taming the cross entropy loss
M Martinez, R Stiefelhagen
German Conference on Pattern Recognition, 628-637, 2018
32018
Kinect unbiased
M Martinez, R Stiefelhagen
2014 IEEE International Conference on Image Processing (ICIP), 5791-5795, 2014
32014
A Closed-form Gradient for the 1D Earth Mover’s Distance for Spectral Deep Learning on Biological Data
M Martinez, M Tapaswi, R Stiefelhagen
ICML 2016 Workshop on Computational Biology, 2016
22016
Estimating mental load in passive and active tasks from pupil and gaze changes using bayesian surprise
E Wolf, M Martinez, A Roitberg, R Stiefelhagen, B Deml
Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal …, 2018
12018
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