eprintid: 10141
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/01/01/41
datestamp: 2023-11-09 16:36:46
lastmod: 2023-11-09 16:36:46
status_changed: 2023-11-09 16:30:41
type: conference_item
metadata_visibility: show
creators_name: Lee, A.W.C.
creators_name: Yong, S.-P.
title: Localized Object Information from Detected Objects Based on Deep Learning in Video Scene
ispublished: pub
keywords: Deep learning; Forecasting; Object recognition; Process control; Semantics, extract; feature; inference; localized; Scene understanding, Object detection
note: cited By 0; Conference of 2018 IEEE Conference on Systems, Process and Control, ICSPC 2018 ; Conference Date: 14 December 2018 Through 15 December 2018; Conference Code:147803
abstract: The ultimate goal of computer vision research is to understand a scene semantically from an image or a video. Real-time object detection received significant attention over the past few years. Many challenges remain, especially in the focus of extraction of localized object information for scene representation. In order to have an accurate, intelligent and fast real-time object detection, the implementation of accurate localized information in the machine is inevitable. This research will focus on developing the object localization extractor that can extract the localized object information from the scene for further scene prediction and inference. In particular, (i) our localized extractor can encode significantly high-level features information; (ii) this rich localized information will be used for scene representation and understanding. © 2018 IEEE.
date: 2018
publisher: Institute of Electrical and Electronics Engineers Inc.
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065976128&doi=10.1109%2fSPC.2018.8704126&partnerID=40&md5=f01177ef396d7ed692126995355157ae
id_number: 10.1109/SPC.2018.8704126
full_text_status: none
publication: Proceedings - 2018 IEEE Conference on Systems, Process and Control, ICSPC 2018
pagerange: 100-105
refereed: TRUE
isbn: 9781538663271
citation:   Lee, A.W.C. and Yong, S.-P.  (2018) Localized Object Information from Detected Objects Based on Deep Learning in Video Scene.  In: UNSPECIFIED.