Automated image-based tracking and its application in ecology

被引：343

作者：

Dell, Anthony I. ^{[1
]}

Bender, John A. ^{[2
]}

Branson, Kristin ^{[3
]}

Couzin, Iain D. ^{[4
]}

de Polavieja, Gonzalo G. ^{[5
]}

Noldus, Lucas P. J. J. ^{[6
]}

Perez-Escudero, Alfonso ^{[5
]}

Perona, Pietro ^{[7
]}

Straw, Andrew D. ^{[8
]}

Wikelski, Martin ^{[9
,10
]}

Brose, Ulrich ^{[1
]}

机构：

[1] Univ Gottingen, Dept Biol, D-37073 Gottingen, Germany

[2] HasOffers Inc, Seattle, WA USA

[3] Howard Hughes Med Inst, Ashburn, VA USA

[4] Princeton Univ, Dept Ecol & Evolutionary Biol, Princeton, NJ 08544 USA

[5] CSIC, Inst Cajal, E-28002 Madrid, Spain

[6] Noldus Informat Technol BV, NL-6709 PA Wageningen, Netherlands

[7] CALTECH, Computat & Neural Syst Program, Pasadena, CA 91125 USA

[8] Res Inst Mol Pathol IMP, Vienna, Austria

[9] Max Planck Inst Ornithol, Radolfzell am Bodensee, Germany

[10] Univ Konstanz, Dept Biol, Constance, Germany

来源：

TRENDS IN ECOLOGY & EVOLUTION | 2014年 / 29卷 / 07期

基金：

美国国家科学基金会;

关键词：

behavior; bio-logging; ecological interactions; tracking; automated image-based tracking; THROUGHPUT BEHAVIORAL-ANALYSIS; INFORMATION-TRANSFER; DECISION-MAKING; PREY CAPTURE; RECONSTRUCTION; RECOGNITION; KINEMATICS; COLONIES; DYNAMICS; NEURONS;

D O I：

10.1016/j.tree.2014.05.004

中图分类号：

Q14 [生态学（生物生态学）];

学科分类号：

071012 ; 0713 ;

摘要：

The behavior of individuals determines the strength and outcome of ecological interactions, which drive population, community, and ecosystem organization. Bio-logging, such as telemetry and animal-borne imaging, provides essential individual viewpoints, tracks, and life histories, but requires capture of individuals and is often impractical to scale. Recent developments in automated image-based tracking offers opportunities to remotely quantify and understand individual behavior at scales and resolutions not previously possible, providing an essential supplement to other tracking methodologies in ecology. Automated image-based tracking should continue to advance the field of ecology by enabling better understanding of the linkages between individual and higher-level ecological processes, via high-throughput quantitative analysis of complex ecological patterns and processes across scales, including analysis of environmental drivers.

引用

页码：417 / 428

页数：12

共 50 条

[21] ITrack:: Image-based probabilistic tracking of people
Varona, X
Gonzàlez, J
Roca, FX
Villanueva, JJ
15TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 3, PROCEEDINGS: IMAGE, SPEECH AND SIGNAL PROCESSING, 2000, : 1110 - 1113
[22] Image-based tracking laser Doppler vibrometer
Castellini, P
Tomasini, EP
REVIEW OF SCIENTIFIC INSTRUMENTS, 2004, 75 (01): : 222 - 232
[23] Adaptive image-based trajectory tracking of robots
Wang, HS
Liu, YH
2005 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), VOLS 1-4, 2005, : 2553 - 2558
[24] Ensemble classifier and its application to image-based MICR Character Recognition
Zhang, Ping
PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 40 - 45
[25] Penalized Fisher discriminant analysis and its application to image-based morphometry
Wang, Wei
Mo, Yilin
Ozolek, John A.
Rohde, Gustavo K.
PATTERN RECOGNITION LETTERS, 2011, 32 (15) : 2128 - 2135
[26] Image-based tracking technique assessment and application to a fluid-structure interaction experiment
Mella, D. A.
Brevis, W.
Higham, J. E.
Racic, V.
Susmel, L.
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2019, 233 (16) : 5724 - 5734
[27] TRACKING LATENCY IN KV IMAGE-BASED DYNAMIC MLC TRACKING WITH DIRECT IMAGE ACCESS
Fledelius, W.
Keall, P. J.
Cho, B.
Yang, X.
Morf, D.
Scheib, S.
Poulsen, P. R.
RADIOTHERAPY AND ONCOLOGY, 2011, 99 : S218 - S219
[28] Image-based method for automated phase correction of ghost
Chen, Chunxiao
Luo, Limin
Tao, Hua
Wang, Shijie
2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2005, : 1352 - 1354
[29] Integrity concept for image-based automated landing systems
Tonhaeuser, Christian
Schwithal, Alexander
Wolkow, Stephan
Angermann, Maik
Hecker, Peter
PROCEEDINGS OF THE ION 2015 PACIFIC PNT MEETING, 2015, : 733 - 747
[30] Image-based automated potato tuber shape evaluation
Yongsheng Si
Sindhuja Sankaran
N. Richard Knowles
Mark J. Pavek
Journal of Food Measurement and Characterization, 2018, 12 : 702 - 709

← 1 2 3 4 5 →