Gated multimodal networks

J Arevalo, T Solorio, M Montes-y-Gomez… - Neural Computing and …, 2020 - Springer
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 …

Movie genre classification based on poster images with deep neural networks

WT Chu, HJ Guo - proceedings of the workshop on multimodal …, 2017 - dl.acm.org
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 …

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 …

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 …

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 …

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 …

Multi-label poster classification into genres using different problem transformation methods

M Pobar, M Ivasic-Kos - Computer Analysis of Images and Patterns: 17th …, 2017 - Springer
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 …

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 …

[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 …

Multi-label classification of movie posters into genres with Rakel ensemble method

M Ivasic-Kos, M Pobar - … XXXIV: 37th SGAI International Conference on …, 2017 - Springer
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 …