Semisupervised autoencoder for sentiment analysis

Z Zhang, S Zhai - US Patent 11,205,103, 2021 - Google Patents
(57) ABSTRACT A method of modelling data, comprising: training an objec tive function of a
linear classifier, based on a set of labeled data, to derive a set of classifier weights; defining …

Deep learning for semantic parsing including semantic utterance classification

YN Dauphin, DZ Hakkani-Tur, G Tur… - US Patent App. 14 …, 2015 - Google Patents
BACKGROUND 0001 Conversational machine understanding systems aim to automatically
classify a spoken user utterance into one of a set of predefined semantic categories and …

Generating video summaries for a video using video summary templates

DA Newman, BG Schunck - US Patent 9,792,502, 2017 - Google Patents
Video and corresponding metadata is accessed. Events of interest within the video are
identified based on the corre sponding metadata, and best scenes are identified based on …

Activity identification in video

N Hodulik, J Taylor - US Patent App. 14/513,153, 2016 - Google Patents
Video and corresponding metadata is accessed. Events of interest within the video are
identified based on the corresponding metadata, and best scenes are identified based on …

Video access system and method based on action type detection

P Hanckmann, K Schutte, L De Penning… - US Patent …, 2017 - Google Patents
BACKGROUND Manual searching through video data can be very time consuming. In its
simplest form, searching involves viewing Video segments and jumping from one segment …

Scene and activity identification in video summary generation

DA Newman, A Silver - US Patent 10,074,013, 2018 - Google Patents
Video and corresponding metadata is accessed. Events of interest within the video are
identified based on the corresponding metadata, and best scenes are identified based on …

Multi-dimensional realization of visual content of an image collection

HS Sawhney, J Eledath, M Bansal, BC Matei… - US Patent …, 2020 - Google Patents
A computing system for realizing visual content of an image collection executes feature
detection algorithms and semantic reasoning techniques on the images in the collection to …

Multi-dimensional realization of visual content of an image collection

HS Sawhney, J Eledath, M Bansal, BC Matei… - US Patent …, 2017 - Google Patents
A computing system for realizing visual content of an image collection executes feature
detection algorithms and semantic reasoning techniques on the images in the collection to …

Real-time content immersion system

M Sanders, K Libreri, NG Rasmussen… - US Patent 9,779,538, 2017 - Google Patents
US9779538B2 - Real-time content immersion system - Google Patents US9779538B2 -
Real-time content immersion system - Google Patents Real-time content immersion system …

Systems and methods for identifying media portions of interest

SM White, C Beard, I McCarthy… - US Patent 9,626,103, 2017 - Google Patents
Systems and methods for video editing and playback are provided. In one implementation, a
selected portion of a timeline for navigating media content can be repositioned and resized …