Nicola Strisciuglio

IEEE Trans. Biom. Behav. Identity Sci., July, 2024

RDA-INR: Riemannian Diffeomorphic Autoencoding via Implicit Neural Representations.

[BibT_eX]

[DOI]

Sven Dummer

SIAM J. Imaging Sci., 2024

CAST: Clustering self-Attention using Surrogate Tokens for efficient transformers.

[BibT_eX]

[DOI]

Adjorn van Engelenhoven

Virginia Riego-Del Castillo

Estefanía Talavera

Pattern Recognit. Lett., 2024

Optimized network for detecting burr-breakage in images of milling workpieces.

[BibT_eX]

[DOI]

Lidia Sánchez-González

Decebal Constantin Mocanu

Log. J. IGPL, 2024

Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness.

[BibT_eX]

[DOI]

Elena Mocanu

CoRR, 2024

Indoor scene recognition from images under visual corruptions.

[BibT_eX]

[DOI]

Willams de Lima Costa

Raul Ismayilov

Estefania Talavera Martínez

CoRR, 2024

Enhancing Soft Biometric Face Template Privacy with Mutual Information-Based Image Attacks.

[BibT_eX]

[DOI]

Zohra Rezgui

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

Quantifying White Matter Hyperintensity and Brain Volumes in Heterogeneous Clinical and Low-Field Portable MRI.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Regressing Transformers for Data-efficient Visual Place Recognition.

[BibT_eX]

[DOI]

Guru Swaroop Bennabhaktula

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

PushPull-Net: Inhibition-Driven ResNet Robust to Image Corruptions.

[BibT_eX]

[DOI]

Enrique Alegre

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Controllable Privacy in Face Recognition: A Filter-based Approach.

[BibT_eX]

[DOI]

Zohra Rezgui

Proceedings of the IEEE International Joint Conference on Biometrics, 2024

Fourier-Basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification.

[BibT_eX]

[DOI]

Puru Vaish

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Synthetic Data-Based Training of Instance Segmentation: A Robotic Bin-Picking Pipeline for Chicken Fillets.

[BibT_eX]

[DOI]

Marissa Jonker

Wesley Roozing

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023

Benchmarking deep networks for facial emotion recognition in the wild.

[BibT_eX]

[DOI]

Multim. Tools Appl., March, 2023

RSA-INR: Riemannian Shape Autoencoding via 4D Implicit Neural Representations.

[BibT_eX]

[DOI]

Sven Dummer

CoRR, 2023

The Robustness of Computer Vision Models against Common Corruptions: a Survey.

[BibT_eX]

[DOI]

CoRR, 2023

DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

What do neural networks learn in image classification? A frequency shortcut perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Data-Efficient Large Scale Place Recognition with Graded Similarity Supervision.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space.

[BibT_eX]

[DOI]

Ioana Mazilu

Sven Dummer

Virginia Riego-Del Castillo

Proceedings of the Computer Analysis of Images and Patterns, 2023

2022

Vision-Based Module for Herding with a Sheepdog Robot.

[BibT_eX]

[DOI]

Lidia Sánchez-González

Adrián Campazas Vega

Sensors, 2022

Survey on Automated Short Answer Grading with Deep Learning: from Word Embeddings to Transformers.

[BibT_eX]

[DOI]

CoRR, 2022

Self-supervised Learning Through Colorization for Microscopy Images.

[BibT_eX]

[DOI]

Vaidehi Pandey

Alexis Gutiérrez-Fernández

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021

Burr detection and classification using RUSTICO and image processing.

[BibT_eX]

[DOI]

Virginia Riego

Lidia Sánchez-González

Laura Fernández-Robles

J. Comput. Sci., 2021

Generalized Contrastive Optimization of Siamese Networks for Place Recognition.

[BibT_eX]

[DOI]

CoRR, 2021

Brain-inspired algorithms for processing of visual data.

[BibT_eX]

[DOI]

CoRR, 2021

Deepfake Detection using Capsule Networks and Long Short-Term Memory Networks.

[BibT_eX]

[DOI]

Akul Mehra

Luuk J. Spreeuwers

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

MTStereo 2.0: Accurate Stereo Depth Estimation via Max-Tree Matching.

[BibT_eX]

[DOI]

Rafaël Brandt

Proceedings of the Computer Analysis of Images and Patterns, 2021

2020

Efficient binocular stereo correspondence matching with 1-D Max-Trees.

[BibT_eX]

[DOI]

Rafaël Brandt

Michael H. F. Wilkinson

Pattern Recognit. Lett., 2020

Enhanced robustness of convolutional networks with a push-pull inhibition layer.

[BibT_eX]

[DOI]

Antonio Jose Rodríguez-Sánchez

Neural Comput. Appl., 2020

U-COSFIRE filters for vessel tortuosity quantification with application to automated diagnosis of retinopathy of prematurity.

[BibT_eX]

[DOI]

Sivakumar Ramachandran

Neural Comput. Appl., 2020

A robust contour detection operator with combined push-pull inhibition and surround suppression.

[BibT_eX]

[DOI]

Damiano Melotti

Kevin Heimbach

Inf. Sci., 2020

MTStereo 2.0: improved accuracy of stereo depth estimation withMax-trees.

[BibT_eX]

[DOI]

Rafaël Brandt

CoRR, 2020

Multi-Objective Optimization for Asynchronous Positioning Systems Based on a Complete Characterization of Ranging Errors in 3D Complex Environments.

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

Robust Inhibition-Augmented Operator for Delineation of Curvilinear Structures.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Learning skeleton representations for human action recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

Learning representations of sound using trainable COPE feature extractors.

[BibT_eX]

[DOI]

Mario Vento

Pattern Recognit., 2019

A Push-Pull Layer Improves Robustness of Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Learning sound representations using trainable COPE feature extractors.

[BibT_eX]

[DOI]

Mario Vento

CoRR, 2019

Place and Object Recognition by CNN-Based COSFIRE Filters.

[BibT_eX]

[DOI]

IEEE Access, 2019

TB-Places: A Data Set for Visual Place Recognition in Garden Environments.

[BibT_eX]

[DOI]

Radim Tylecek

Michael Blaich

IEEE Access, 2019

Detecting Sounds of Interest in Roads with Deep Networks.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Trainable COPE Features for Sound Event Detection.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

Place Recognition in Gardens by Learning Visual Representations: Data Set and Benchmark Analysis.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2019

Brain-Inspired Algorithms for Processing of Visual Data.

[BibT_eX]

[DOI]

Proceedings of the Brain-Inspired Computing - 4th International Workshop, 2019

2018

TrimBot2020: an outdoor robot for automatic gardening.

[BibT_eX]

[DOI]

CoRR, 2018

Learning audio and image representations with bio-inspired trainable feature extractors.

[BibT_eX]

[DOI]

CoRR, 2018

Camera Localization in Outdoor Garden Environments Using Artificial Landmarks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Work Conference on Bioinspired Intelligence, 2018

Brain-Inspired Robust Delineation Operator.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Automatic Segmentation of Indoor and Outdoor Scenes from Visual Lifelogging.

[BibT_eX]

[DOI]

Proceedings of the Applications of Intelligent Systems, 2018

2017

Action recognition by learning pose representations.

[BibT_eX]

[DOI]

CoRR, 2017

Delineation of line patterns in images using B-COSFIRE filters.

[BibT_eX]

[DOI]

Proceedings of the International Conference and Workshop on Bioinspired Intelligence, 2017

Sentiment Recognition in Egocentric Photostreams.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Detection of Curved Lines with B-COSFIRE Filters: A Case Study on Crack Delineation.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2017

A real-time system for audio source localization with cheap sensor device.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016

Audio Surveillance of Roads: A System for Detecting Anomalous Sounds.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2016

Supervised vessel delineation in retinal fundus images with the automatic selection of B-COSFIRE filters.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2016

Time-frequency analysis for audio event detection in real scenarios.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

2015

Reliable detection of audio events in highly noisy environments.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

Trainable COSFIRE filters for vessel delineation with application to retinal images.

[BibT_eX]

[DOI]

Medical Image Anal., 2015

Multiscale Blood Vessel Delineation Using B-COSFIRE Filters.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2015

Bio-Inspired Filters for Audio Analysis.

[BibT_eX]

[DOI]

Mario Vento