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08/12/2023
DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning
Neural networks are prone to learn easy solutions from superficial stati...
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07/28/2023
Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space
Though modern microscopes have an autofocusing system to ensure optimal ...
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07/19/2023
What do neural networks learn in image classification? A frequency shortcut perspective
Frequency analysis is useful for understanding the mechanisms of represe...
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05/22/2023
RSA-INR: Riemannian Shape Autoencoding via 4D Implicit Neural Representations
Shape encoding and shape analysis are valuable tools for comparing shape...
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05/10/2023
The Robustness of Computer Vision Models against Common Corruptions: a Survey
The performance of computer vision models is susceptible to unexpected c...
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03/21/2023
Data-efficient Large Scale Place Recognition with Graded Similarity Supervision
Visual place recognition (VPR) is a fundamental task of computer vision ...
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03/11/2021
Generalized Contrastive Optimization of Siamese Networks for Place Recognition
Visual place recognition is a challenging task in computer vision and a ...
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03/02/2021
Brain-inspired algorithms for processing of visual data
The study of the visual system of the brain has attracted the attention ...
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06/27/2020
MTStereo 2.0: improved accuracy of stereo depth estimation withMax-trees
Efficient yet accurate extraction of depth from stereo image pairs is re...
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06/28/2019
Place recognition in gardens by learning visual representations: data set and benchmark analysis
Visual place recognition is an important component of systems for camera...
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01/29/2019
A Push-Pull Layer Improves Robustness of Convolutional Neural Networks
We propose a new layer in Convolutional Neural Networks (CNNs) to increa...
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01/21/2019
Learning sound representations using trainable COPE feature extractors
Sound analysis research has mainly been focused on speech and music proc...
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11/26/2018
Brain-inspired robust delineation operator
In this paper we present a novel filter, based on the existing COSFIRE f...
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04/05/2018
TrimBot2020: an outdoor robot for automatic gardening
Robots are increasingly present in modern industry and also in everyday ...
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01/02/2018
Learning audio and image representations with bio-inspired trainable feature extractors
Recent advancements in pattern recognition and signal processing concern...
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08/02/2017
Action recognition by learning pose representations
Pose detection is one of the fundamental steps for the recognition of hu...
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07/24/2017
Detection of curved lines with B-COSFIRE filters: A case study on crack delineation
The detection of curvilinear structures is an important step for various...
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07/24/2017
Delineation of line patterns in images using B-COSFIRE filters
Delineation of line patterns in images is a basic step required in vario...
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03/29/2017