Nicola Messina | DeepAI

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∙ 05/25/2023

Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language

Due to recent advances in pose-estimation methods, human motion can be e...

0 Nicola Messina, et al. ∙

∙ 04/26/2023

Development of a Realistic Crowd Simulation Environment for Fine-grained Validation of People Tracking Methods

Generally, crowd datasets can be collected or generated from real or syn...

0 Paweł Foszner, et al. ∙

∙ 04/11/2023

CrowdSim2: an Open Synthetic Benchmark for Object Detectors

Data scarcity has become one of the main obstacles to developing supervi...

0 Paweł Foszner, et al. ∙

∙ 08/24/2022

A Spatio-Temporal Attentive Network for Video-Based Crowd Counting

Automatic people counting from images has recently drawn attention for u...

12 Marco Avvenuti, et al. ∙

∙ 07/29/2022

ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval

Image-text matching is gaining a leading role among tasks involving the ...

7 Nicola Messina, et al. ∙

∙ 06/21/2022

Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching

With the increased accessibility of web and online encyclopedias, the am...

1 Nicola Messina, et al. ∙

∙ 11/29/2021

Recurrent Vision Transformer for Solving Visual Reasoning Problems

Although convolutional neural networks (CNNs) showed remarkable results ...

0 Nicola Messina, et al. ∙

∙ 11/22/2021

Generative Adversarial Networks for Astronomical Images Generation

Space exploration has always been a source of inspiration for humankind,...

4 Davide Coccomini, et al. ∙

∙ 07/06/2021

Combining EfficientNet and Vision Transformers for Video Deepfake Detection

Deepfakes are the result of digital manipulation to obtain credible vide...

0 Davide Coccomini, et al. ∙

∙ 06/01/2021

Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features

Cross-modal retrieval is an important functionality in modern search eng...

0 Nicola Messina, et al. ∙

∙ 01/22/2021

Solving the Same-Different Task with Convolutional Neural Networks

Deep learning demonstrated major abilities in solving many kinds of diff...

0 Nicola Messina, et al. ∙

∙ 08/12/2020

Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders

Despite the evolution of deep-learning-based visual-textual processing s...

0 Nicola Messina, et al. ∙

∙ 04/20/2020

Transformer Reasoning Network for Image-Text Matching and Retrieval

Image-text matching is an interesting and fascinating task in modern AI ...

13 Nicola Messina, et al. ∙

∙ 01/09/2020

Virtual to Real adaptation of Pedestrian Detectors for Smart Cities

Pedestrian detection through computer vision is a building block for a m...

16 Luca Ciampi, et al. ∙

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