Zobrazeno 1 - 10
of 3 097
pro vyhledávání: '"Salti A"'
Autor:
Amaduzzi, Andrea, Ramirez, Pierluigi Zama, Lisanti, Giuseppe, Salti, Samuele, Di Stefano, Luigi
Multimodal Large Language Models (MLLMs) have demonstrated an excellent understanding of images and 3D data. However, both modalities have shortcomings in holistically capturing the appearance and geometry of objects. Meanwhile, Neural Radiance Field
Externí odkaz:
http://arxiv.org/abs/2406.11840
Autor:
Ballerini, Francesco, Ramirez, Pierluigi Zama, Mirabella, Roberto, Salti, Samuele, Di Stefano, Luigi
Neural Radiance Fields (NeRFs) have emerged as a standard framework for representing 3D scenes and objects, introducing a novel data type for information exchange and storage. Concurrently, significant progress has been made in multimodal representat
Externí odkaz:
http://arxiv.org/abs/2404.07993
Autor:
Costanzino, Alex, Ramirez, Pierluigi Zama, Del Moro, Mirko, Aiezzo, Agostino, Lisanti, Giuseppe, Salti, Samuele, Di Stefano, Luigi
Anomaly Detection and Segmentation (AD&S) is crucial for industrial quality control. While existing methods excel in generating anomaly scores for each pixel, practical applications require producing a binary segmentation to identify anomalies. Due t
Externí odkaz:
http://arxiv.org/abs/2404.03743
Autor:
Ramirez, Pierluigi Zama, De Luigi, Luca, Sirocchi, Daniele, Cardace, Adriano, Spezialetti, Riccardo, Ballerini, Francesco, Salti, Samuele, Di Stefano, Luigi
In recent years, Neural Fields (NFs) have emerged as an effective tool for encoding diverse continuous signals such as images, videos, audio, and 3D shapes. When applied to 3D data, NFs offer a solution to the fragmentation and limitations associated
Externí odkaz:
http://arxiv.org/abs/2312.13277
Chest X-ray (CXR) is frequently employed in emergency departments and intensive care units to verify the proper placement of central lines and tubes and to rule out related complications. The automation of the X-ray reading process can be a valuable
Externí odkaz:
http://arxiv.org/abs/2312.03368
Autor:
Cardace, Adriano, Ramirez, Pierluigi Zama, Ballerini, Francesco, Zhou, Allan, Salti, Samuele, Di Stefano, Luigi
Driven by the appealing properties of neural fields for storing and communicating 3D data, the problem of directly processing them to address tasks such as classification and part segmentation has emerged and has been investigated in recent works. Ea
Externí odkaz:
http://arxiv.org/abs/2310.01140
While text-conditional 3D object generation and manipulation have seen rapid progress, the evaluation of coherence between generated 3D shapes and input textual descriptions lacks a clear benchmark. The reason is twofold: a) the low quality of the te
Externí odkaz:
http://arxiv.org/abs/2309.07917
Autor:
Kyriaki Barmpa, Claudia Saraiva, Diego Lopez-Pigozzi, Gemma Gomez-Giro, Elisa Gabassi, Sarah Spitz, Konstanze Brandauer, Juan E. Rodriguez Gatica, Paul Antony, Graham Robertson, Rahman Sabahi-Kaviani, Alessandro Bellapianta, Florentia Papastefanaki, Regina Luttge, Ulrich Kubitscheck, Ahmad Salti, Peter Ertl, Mario Bortolozzi, Rebecca Matsas, Frank Edenhofer, Jens C. Schwamborn
Publikováno v:
Communications Biology, Vol 7, Iss 1, Pp 1-19 (2024)
Abstract Parkinson’s disease, an aging-associated neurodegenerative disorder, is characterised by nigrostriatal pathway dysfunction caused by the gradual loss of dopaminergic neurons in the substantia nigra pars compacta of the midbrain. Human in v
Externí odkaz:
https://doaj.org/article/01a3e63dcff24b67a4571fd2ecb5411b
In this paper, we tackle the problem of generating a novel image from an arbitrary viewpoint given a single frame as input. While existing methods operating in this setup aim at predicting the target view depth map to guide the synthesis, without exp
Externí odkaz:
http://arxiv.org/abs/2308.14108
In this paper, we build a mathematical model for the dynamics of COVID-19 to assess the impact of placing healthy individuals in quarantine and isolating infected ones on the number of hospitalization and intensive care unit cases. The proposed model
Externí odkaz:
http://arxiv.org/abs/2305.02223