Gated multimodal networks
This paper considers the problem of leveraging multiple sources of information or data
modalities (eg, images and text) in neural networks. We define a novel model called gated …
modalities (eg, images and text) in neural networks. We define a novel model called gated …
Movie genre classification based on poster images with deep neural networks
We propose to achieve movie genre classification based only on movie poster images. A
deep neural network is constructed to jointly describe visual appearance and object …
deep neural network is constructed to jointly describe visual appearance and object …
Poster-based multiple movie genre classification using inter-channel features
JA Wi, S Jang, Y Kim - IEEE Access, 2020 - ieeexplore.ieee.org
As the scale of the film industry grows, the demand for well-established movie databases is
also growing. The genre of a movie supplies information on its overall content and has …
also growing. The genre of a movie supplies information on its overall content and has …
A movie box office revenue prediction model based on deep multimodal features
CT Madongo, T Zhongjun - Multimedia Tools and Applications, 2023 - Springer
Demand forecasting a film's opening weekend box office revenue is a difficult and complex
task that decision-makers face due to a lack of historical data and various complex factors …
task that decision-makers face due to a lack of historical data and various complex factors …
Movie genre in multi-label classification using semantic extraction from only movie poster
S Sirattanajakarin, P Thusaranon - … of the 7th International Conference on …, 2019 - dl.acm.org
In this paper, we present the framework, SEMPD (the Semantic Extraction of Movie poster
based on fundamental of poster Design) for multi-label genre classification in the state of …
based on fundamental of poster Design) for multi-label genre classification in the state of …
On the use of synopsis-based features for film genre classification
G Portolese, VD Feltrin - Anais do XV Encontro Nacional de …, 2018 - sol.sbc.org.br
Technological advancements and the interest of companies that operate in digital
environments have made the categorization of mediatic products increasingly popular. This …
environments have made the categorization of mediatic products increasingly popular. This …
Multi-label poster classification into genres using different problem transformation methods
Classification of movies into genres from the accompanying promotional materials such as
posters is a typical multi-label classification problem. Posters usually highlight a movie …
posters is a typical multi-label classification problem. Posters usually highlight a movie …
Streptococci Recognition in Microscope Images Using Taxonomy-based Visual Features
A Samarin, A Savelev, A Toropov, A Nazarenko… - Optical Memory and …, 2024 - Springer
This study explores the development of classifiers for microbial images, specifically focusing
on streptococci captured via microscopy of live samples. Our approach uses AutoML-based …
on streptococci captured via microscopy of live samples. Our approach uses AutoML-based …
[PDF][PDF] Classification of movie posters to movie genres
S Sung, R Chokshi - Proceedings of the Workshop on …, 2017 - cs230.stanford.edu
The poster of a movie is an essential tool in the film industry and a well-designed poster can
be pivotal towards the success of a movie. To ensure that a movie poster is designed to …
be pivotal towards the success of a movie. To ensure that a movie poster is designed to …
Multi-label classification of movie posters into genres with Rakel ensemble method
Movies can belong to more than one genre, so the problem of determining the genres of a
movie from its poster is a multi-label classification problem. To solve the multi-label problem …
movie from its poster is a multi-label classification problem. To solve the multi-label problem …