Manuel Martínez

Tecnológico de Monterrey — Mexico

Computer Science · Physical Sciences

18h-index1.4kcitations62works0.02yr avg
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Research Topics

Algorithms and Data Compression(7), Advanced Neural Network Applications(6), Robotics and Sensor-Based Localization(5), Advanced Image and Video Retrieval Techniques(5), Tactile and Sensory Interactions(5)

Publications62 total

In the Development of a 18 DoFs Under-actuated Prosthetic Hand Activated with one Actuator
2025
<i>Is My Driver Observation Model Overconfident?</i> Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates
IEEE Transactions on Intelligent Transportation Systems·2022· 10 cited
Representation of machines and mechanisms in augmented reality for educative use
International Journal on Interactive Design and Manufacturing (IJIDeM)·2022· 10 cited
Detective: An Attentive Recurrent Model for Sparse Object Detection
2021· 1 citedOpen Access
Uncertainty-sensitive Activity Recognition: A Reliability Benchmark and the CARING Models
2021Open Access
Helping the Blind to Get through COVID-19: Social Distancing Assistant Using Real-Time Semantic Segmentation on RGB-D Video
Sensors·2020· 50 citedOpen Access
High-Throughput Variable-to-Fixed Entropy Codec Using Selective, Stochastic Code Forests
IEEE Access·2020· 2 citedOpen Access
Can We Unify Perception and Localization in Assisted Navigation? An Indoor Semantic Visual Positioning System for Visually Impaired People
Lecture notes in computer science·2020· 11 cited
Annotation of RLS video recordings during the suggested clinical immobilization test–Methodology development
Sleep Medicine·2019
WiSe — Slide Segmentation in the Wild
2019· 19 cited
A Vision-based System for Breathing Disorder Identification: A Deep Learning Perspective
2019· 6 cited
Rice-Marlin Codes: Tiny and Efficient Variable-to-Fixed Codes
2019· 1 cited
Taming the Cross Entropy Loss
Lecture notes in computer science·2019· 48 cited
Towards a Fair Evaluation of Zero-Shot Action Recognition Using External Data
Lecture notes in computer science·2019· 24 cited
Rice-Marlin Codes: Tiny and Efficient Variable-to-Fixed Codes
arXiv (Cornell University)·2018Open Access
Estimating mental load in passive and active tasks from pupil and gaze changes using bayesian surprise
2018· 9 citedOpen Access
Taming the Cross Entropy Loss
arXiv (Cornell University)·2018· 5 citedOpen Access
Improving Marlin's Compression Ratio with Partially Overlapping Codewords
2018· 4 citedOpen Access
Using Technology Developed for Autonomous Cars to Help Navigate Blind People
2017· 44 cited
DriveAHead — A Large-Scale Driver Head Pose Dataset
2017· 71 cited
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Frequent Co-authors

Rainer Stiefelhagen(26), Monica Haurilet(5), Alina Roitberg(5), Boris Schauerte(5), Joan Serra-Sagristà(4), M.J. Avedillo(4), Kailun Yang(3), Angela Constantinescu(3), Daniel Koester(3), R. Wehlitz(3), J. B. Bluett(3), Zarija Lukić(3), S. B. Whitfield(3), Alvaro Collet(2), Siddhartha S Srinivasa(2), Andreas Benz(2), J.M. Quintana(2), José M. Quintana(2), José L. Huertas(2), M. P. Golombek(1)