A TOOL FOR FAST GROUND TRUTH GENERATION FOR OBJECT DETECTION AND TRACKING FROM VIDEO

被引：0

作者：

Comaschi, Francesco ^{[1
]}

Stuijk, Sander ^{[1
]}

Basten, Twan ^{[1
]}

Corporaal, Henk ^{[1
]}

机构：

[1] Eindhoven Univ Technol, Dolech 2, NL-5600 MB Eindhoven, Netherlands

来源：

2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) | 2014年

关键词：

Object detection; face detection; interactive systems; image databases;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Object detection and tracking is one of the most important components in computer vision applications. To carefully evaluate the performance of detection and tracking algorithms, it is important to develop benchmark data sets. One of the most tedious and error-prone aspects when developing benchmarks, is the generation of the ground truth. This paper presents FAST-GT (FAst Semi-automatic Tool for Ground Truth generation), a new generic framework for the semiautomatic generation of ground truths. FAST-GT reduces the need for manual intervention thus speeding-up the groundtruthing process.

引用

页码：368 / 372

页数：5

共 50 条

[1] A novel tool for ground truth data generation for video-based object classification
Lopez-Villa, J. S.
Insuasti-Ceballos, H. D.
Molina-Giraldo, S.
Alvarez-Meza, A.
Castellanos-Dominguez, G.
2015 20TH SYMPOSIUM ON SIGNAL PROCESSING, IMAGES AND COMPUTER VISION (STSIVA), 2015,
[2] BEV Object Tracking for LIDAR-based Ground Truth Generation
Montero, David
Aranjuelo, Nerea
Senderos, Orti
Nieto, Marcos
2019 27TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2019,
[3] Detection and tracking based tubelet generation for video object detection
Wang, Bin
Tang, Sheng
Xiao, Jun-Bin
Yan, Quan-Feng
Zhang, Yong-Dong
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2019, 58 : 102 - 111
[4] Metrics for performance evaluation of video object segmentation and tracking without ground-truth
Erdem, CE
Tekalp, AM
Sankur, B
2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL II, PROCEEDINGS, 2001, : 69 - 72
[5] Leveraging Pre-Trained 3D Object Detection Models For Fast Ground Truth Generation
Lee, Jungwook
Walsh, Sean
Harakeh, Ali
Waslander, Steven L.
2018 21ST INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2018, : 2504 - 2510
[6] Semiautomatic Ground Truth Generation for Text Detection and Recognition in Video Images
Trung Quy Phan
Shivakumara, Palaiahnakote
Bhowmick, Souvik
Li, Shimiao
Tan, Chew Lim
Pal, Umapada
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2014, 24 (08) : 1277 - 1287
[7] Fast object tracking in digital video
Park, DK
Yoon, HS
Won, CS
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2000, 46 (03) : 785 - 790
[8] Fast object tracking in digital video
Park, DK
Yoon, HS
Won, CS
IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - 2000 DIGEST OF TECHNICAL PAPERS, 2000, : 356 - 357
[9] A Change Information Based Fast Algorithm for Video Object Detection and Tracking
Subudhi, Badri Narayan
Nanda, Pradipta Kumar
Ghosh, Ashish
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2011, 21 (07) : 993 - 1004
[10] Small and fast moving object detection and tracking in sports video sequences
Zaveri, MA
Merchant, SN
Desai, UB
2004 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXP (ICME), VOLS 1-3, 2004, : 1539 - 1542

← 1 2 3 4 5 →