Luís F. Teixeira

According to our database1, Luís F. Teixeira authored at least 35 papers between 2007 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 





Understanding the decisions of CNNs: An in-model approach.
Pattern Recognit. Lett., 2020

Using autoencoders as a weight initialization method on deep neural networks for disease detection.
BMC Medical Informatics Decis. Mak., 2020

Autoencoders as Weight Initialization of Deep Classification Networks for Cancer versus Cancer Studies.
CoRR, 2020

Deep Learning Models for Segmentation of Mobile-Acquired Dermatological Images.
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

Understanding the Impact of Artificial Intelligence on Services.
Proceedings of the Exploring Service Science - 10th International Conference, 2020

GarmNet: Improving Global with Local Perception for Robotic Laundry Folding.
Proceedings of the Towards Autonomous Robotic Systems - 20th Annual Conference, 2019

Towards a Joint Approach to Produce Decisions and Explanations Using CNNs.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Bio-Measurements Estimation and Support in Knee Recovery through Machine Learning.
CoRR, 2018

Autoencoders as Weight Initialization of Deep Classification Networks Applied to Papillary Thyroid Carcinoma.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Pre-trained Convolutional Networks and Generative Statistical Models: A Comparative Study in Large Datasets.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Learning from evolving video streams in a multi-camera scenario.
Mach. Learn., 2015

Visual-Inertial Based Autonomous Navigation.
Proceedings of the Robot 2015: Second Iberian Robotics Conference, 2015

Spatio-Temporal Fusion for Learning of Regions of Interests Over Multiple Video Streams.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Analysis of Expressiveness of Portuguese Sign Language Speakers.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Experimental Evaluation of the Bag-of-Features Model for Unsupervised Learning of Images.
Proceedings of the British Machine Vision Conference 2015, 2015

Automatic Analysis of Lung Function Based on Smartphone Recordings.
Proceedings of the Biomedical Engineering Systems and Technologies, 2015

Lung Function Classification of Smartphone Recordings - Comparison of Signal Processing and Machine Learning Combination Sets.
Proceedings of the HEALTHINF 2015, 2015

Retrieval of Objects Captured with Kinect One Camera.
Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015

Active Mining of Parallel Video Streams.
CoRR, 2014

Active Learning from Video Streams in a Multi-camera Scenario.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Analysis of object description methods in a video object tracking environment.
Mach. Vis. Appl., 2013

Automatic description of object appearances in a wide-area surveillance scenario.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Video object matching across multiple independent views using local descriptors and adaptive learning.
Pattern Recognit. Lett., 2009

Statistical Multiplexing of H.264 Video Streams using Structural Similarity Information.
J. Inf. Sci. Eng., 2009

Partition-distance methods for assessing spatial segmentations of images and videos.
Comput. Vis. Image Underst., 2009

H.264 Rate-Distortion Analysis Using Subjective Quality Metric.
Proceedings of the Future Multimedia Networking, Second International Workshop, 2009

Building Modular Surveillance Systems based on Multiple Sources of Information - Architecture and Requirements.
Proceedings of the SIGMAP 2008, 2008

Automatic System for the Recognition of Amounts in Handwritten Cheques.
Proceedings of the SIGMAP 2008, 2008

MarsyasX: multimedia dataflow processing with implicit patching.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Interoperability and the MARSYAS 0.2 Runtime.
Proceedings of the 2008 International Computer Music Conference, 2008

Joint Coding of Multiple H.264 Video Programs.
Proceedings of the Progress in Pattern Recognition, 2008

Automatic Breast Contour Detection in Digital Photographs.
Proceedings of the First International Conference on Health Informatics, 2008

Breast Contour Detection with Stable Paths.
Proceedings of the Biomedical Engineering Systems and Technologies, 2008

Object Segmentation Using Background Modelling and Cascaded Change Detection.
J. Multim., 2007

Speaker Segmentation of Interviews Using Integrated Video and Audio Change Detectors.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007