منابع مشابه
Efficient and Effective State-based Framework for News Video Retrival
In this paper, an efficient and effective framework is proposed for news video retrieval. Firstly, the 64-dimensional colour histogram is extracted as the feature vector. Then the pair quantizer is adopted to transfer the news video retrieval problem into multi-dimensional string matching problem, which conduces to the efficiency to the framework. Secondly, a new measurement named ‘optimal temp...
متن کاملDeep Apprenticeship Learning for Playing Video Games
Recently it has been shown that deep neural networks can learn to play Atari games by directly observing raw pixels of the playing area. We show how apprenticeship learning can be applied in this setting so that an agent can learn to perform a task (i.e. play a game) by observing the expert, without any explicitly provided knowledge of the game’s internal state or objectives. Background Mnih et...
متن کاملDeep Learning for Video Classification and Captioning
Accelerated by the tremendous increase in Internet bandwidth and storage space, video data has been generated, published and spread explosively, becoming an indispensable part of today's big data. In this paper, we focus on reviewing two lines of research aiming to stimulate the comprehension of videos with deep learning: video classification and video captioning. While video classification con...
متن کاملDeep Learning for Semantic Video Understanding
ive Summarization ABS (Baseline) 0.024 ABS (with word embedding) 0.027 ABS (with increased encoder size) 0.029 ABS (with increased contextual window) 0.019 ABS (with more hidden layers) 0.014
متن کاملDeep Learning for Video Game Playing
In this article, we review recent Deep Learning advances in the context of how they have been applied to play different types of video games such as first-person shooters, arcade games, and real-time strategy games. We analyze the unique requirements that different game genres pose to a deep learning system and highlight important open challenges in the context of applying these machine learnin...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: The Brain & Neural Networks
سال: 2017
ISSN: 1340-766X,1883-0455
DOI: 10.3902/jnns.24.13