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An Informative Tracking Benchmark [article]

Xin Li and Qiao Liu and Wenjie Pei and Qiuhong Shen and Yaowei Wang and Huchuan Lu and Ming-Hsuan Yang
<span title="2021-12-13">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Along with the rapid progress of visual tracking, existing benchmarks become less informative due to redundancy of samples and weak discrimination between current trackers, making evaluations on all datasets  ...  In this work, we develop a principled way to construct a small and informative tracking benchmark (ITB) with 7% out of 1.2 M frames of existing and newly collected datasets, which enables efficient evaluation  ...  In this paper, we construct an informative benchmark with diverse scenarios and high-quality sequences to address the above-mentioned issues.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2112.06467v1">arXiv:2112.06467v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tyu6ahfcmfg27dbd4qfovw5x2i">fatcat:tyu6ahfcmfg27dbd4qfovw5x2i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211215012114/https://arxiv.org/pdf/2112.06467v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e5/0a/e50a8f9e802f865887992cf5e6777f153a683bbe.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2112.06467v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

An IMMPDAF Solution to Benchmark Problem for Tracking in Clutter and Stand-off Jammer

Donka Angelova, Emil Semerdjiev, Ludmila Mihaylova, Rong X. Li
<span title="">1999</span> <i title="Procon, Ltd."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tvg6uqc2trf33c7i7fjhmumtru" style="color: black;">Information &amp; Security An International Journal</a> </i> &nbsp;
An IMMPDA tracking filter satisfying the benchmark performance criteria is designed.  ...  The IMMPDA filter is an algorithm for tracking that can realize simultaneously track formation and maintenance.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11610/isij.0205">doi:10.11610/isij.0205</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iojtlpklh5gvxdto2ohu5kb7w4">fatcat:iojtlpklh5gvxdto2ohu5kb7w4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721174012/http://procon.bg/system/files/02.05_Angelova_Semerdjiev_Mihaylova_%20RongLi.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/74/62/7462fb3e697252ea5a20ea1fed5b15c605825f95.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11610/isij.0205"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Why maximising information ratios is incorrect

Arun S Muralidhar
<span title="2005-12-01">2005</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ef67ilzhrfhlxonkvjb43ofiqm" style="color: black;">Derivatives Use Trading &amp; Regulation</a> </i> &nbsp;
He also serves as Managing entire fund, rather than the information ratio on the active component.  ...  The literature on maximising information ratios focuses only on the active management process and ignores two actions used by clients or managers to improve risk-adjusted performance: passive management  ...  This shows that, if an investor normalises for standard deviation or tracking error in the correct manner to determine the highest risk-adjusted return, the (2) maximise the information ratio on double  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1057/palgrave.dutr.1840021">doi:10.1057/palgrave.dutr.1840021</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lydplcdwibbdbjtbqsoievwapy">fatcat:lydplcdwibbdbjtbqsoievwapy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20181030084622/https://link.springer.com/content/pdf/10.1057%2Fpalgrave.dutr.1840021.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3d/52/3d523edc1b8760cd9743c8b1df06fdb8adb58670.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1057/palgrave.dutr.1840021"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Minimum-Information-Entropy-Based Control Performance Assessment

Qing-Wei Meng, Fang Fang, Ji-Zhen Liu
<span title="2013-02-27">2013</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4d3elkqvznfzho6ki7a35bt47u" style="color: black;">Entropy</a> </i> &nbsp;
For the unknown time delay case, the minimum information entropy (MIE) benchmark is presented, and a MIE-based performance index is defined.  ...  Generally, the controller design should be performed to narrow the shape of the probability density function of the tracking error.  ...  The reason is that the performance benchmark ln( 2 exp(1) )   or mv ln( 2 exp(1) )   is still an ideal information entropy benchmark with the non-Gaussian disturbance.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/e15030943">doi:10.3390/e15030943</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2c55yhxoczdtnp7gcuduadwzay">fatcat:2c55yhxoczdtnp7gcuduadwzay</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151203193351/http://www.mdpi.com/1099-4300/15/3/943/pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8e/ec/8eec8485d4672c7d98335a9506b218948b27d613.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/e15030943"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification

Zheng Tang, Milind Naphade, Ming-Yu Liu, Xiaodong Yang, Stan Birchfield, Shuo Wang, Ratnesh Kumar, David Anastasiu, Jenq-Neng Hwang
<span title="">2019</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ilwxppn4d5hizekyd3ndvy2mii" style="color: black;">2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)</a> </i> &nbsp;
We conducted an extensive experimental evaluation of baselines/state-of-the-art approaches in MTMC tracking, multi-target single-camera (MTSC) tracking, object detection, and image-based ReID on this dataset  ...  An evaluation server is launched with the release of our benchmark at the 2019 AI City Challenge that allows researchers to compare the performance of their newest techniques.  ...  Figure 1 . 1 MTMC tracking combines MTSC tracking, image-based ReID, and spatio-temporal information.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvpr.2019.00900">doi:10.1109/cvpr.2019.00900</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cvpr/TangN0YBWKAH19.html">dblp:conf/cvpr/TangN0YBWKAH19</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/w32nnafuajee5hfcopvtlob5ly">fatcat:w32nnafuajee5hfcopvtlob5ly</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321170701/http://openaccess.thecvf.com/content_CVPR_2019/papers/Tang_CityFlow_A_City-Scale_Benchmark_for_Multi-Target_Multi-Camera_Vehicle_Tracking_and_CVPR_2019_paper.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9b/e2/9be285ae8994b68868b54c16ab355e93adce41ad.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvpr.2019.00900"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Modern Portfolio Management with Conditioning Information

I-Hsuan Ethan Chiang
<span title="">2008</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tol7woxlqjeg5bmzadeg6qrg3e" style="color: black;">Social Science Research Network</a> </i> &nbsp;
This paper studies models in which active portfolio managers optimize performance relative to a benchmark and utilize conditioning information unavailable to their clients.  ...  JEL Classification: C44, G11 Abstract This paper studies models in which active portfolio managers optimize performance relative to a benchmark and utilize conditioning information unavailable to their  ...  Thus, a tracking error investor ends up with an induced "hedging demand" relative to the benchmark portfolio.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.890845">doi:10.2139/ssrn.890845</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/j5wna3sxyzbudiijsstb5s2zda">fatcat:j5wna3sxyzbudiijsstb5s2zda</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705114526/http://www.efa2009.org/papers/SSRN-id1344017.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c8/02/c8026e25b59bed3c8b51b5aa7bd11598ed81b56f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.890845"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ssrn.com </button> </a>

Performance Measurement via Random Portfolios

Patrick J. Burns
<span title="">2004</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tol7woxlqjeg5bmzadeg6qrg3e" style="color: black;">Social Science Research Network</a> </i> &nbsp;
Problems with performance measurement using information ratios relative to a benchmark are exposed.  ...  The issue of the proper attitude towards tracking error is broached, but left largely undecided.  ...  Traditionally there has been another reason to prefer small tracking errors: small tracking errors enhance the ability to declare skill when information ratios are used. Consider an extreme case.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.630123">doi:10.2139/ssrn.630123</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xtnivy2y2fajxovtmdd4aisfre">fatcat:xtnivy2y2fajxovtmdd4aisfre</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20161007203613/http://www.burns-stat.com/pages/Working/perfmeasrandport.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3f/24/3f240a46bb13174700e48629451582f29ee36c2c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.630123"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ssrn.com </button> </a>

On a Model of Portfolio Selection with Benchmark

Niklas Wagner
<span title="">2000</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tol7woxlqjeg5bmzadeg6qrg3e" style="color: black;">Social Science Research Network</a> </i> &nbsp;
lie on the TEV or on the TEV and EV criterion; and • An analytical solution to a general tracking model has not yet been derived, except to a restricted one Abstract Evidently, the theoretical foundation  ...  Recently, Chow (1995) proposed a target function, which includes both an EV and a TEV component.  ...  variance of tracking error, however, an equilibrium vector b exists, and those managers will generate publicly available information.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.239482">doi:10.2139/ssrn.239482</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4yuidmi4tbagdosxvo4atyhpli">fatcat:4yuidmi4tbagdosxvo4atyhpli</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20140210211228/http://www.wiwi.uni-passau.de:80/fileadmin/dokumente/lehrstuehle/wagner/Working_Paper/jam_w_2002.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c0/9d/c09dcc1329f813058848fb8c306934981b6d8637.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.239482"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ssrn.com </button> </a>

PORTFOLIO OPTIMIZATION UNDER TRACKING ERROR AND WEIGHTS CONSTRAINTS

Isabelle Bajeux-Besnainou, Riadh Belhaj, Didier Maillard, Roland Portait
<span title="">2011</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3c3uon2yjzgqpcob5br335bcdq" style="color: black;">Journal of Financial Research</a> </i> &nbsp;
Abstract This article addresses the problem of an active portfolio manager whose performances are assessed against a benchmark and who must comply with a weights constraint.  ...  In particular, we obtain that, due to the weights constraint, at the optimum, the Information Ratio often decreases when the manager is free to deviate more from the benchmark.  ...  An alternative definition of the Information Ratio and Tracking error is based on a regression of the return of the portfolio on the return of the benchmark.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/j.1475-6803.2011.01292.x">doi:10.1111/j.1475-6803.2011.01292.x</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/o2jmbozyorfztokh2dyldskyqy">fatcat:o2jmbozyorfztokh2dyldskyqy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20091104210832/http://www.tn.refer.org:80/CEAFE/Oral_presentations/BelhajRiadh.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ec/8c/ec8c904d028a95401c96b29a162f594c94c8430f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/j.1475-6803.2011.01292.x"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Portfolio Optimization Under Tracking Error and Weights Constraints

Isabelle G. Bajeux-Besnainou, Riadh Belhaj, Didier Maillard, Roland Portait
<span title="">2007</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tol7woxlqjeg5bmzadeg6qrg3e" style="color: black;">Social Science Research Network</a> </i> &nbsp;
Abstract This article addresses the problem of an active portfolio manager whose performances are assessed against a benchmark and who must comply with a weights constraint.  ...  In particular, we obtain that, due to the weights constraint, at the optimum, the Information Ratio often decreases when the manager is free to deviate more from the benchmark.  ...  An alternative definition of the Information Ratio and Tracking error is based on a regression of the return of the portfolio on the return of the benchmark.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.963997">doi:10.2139/ssrn.963997</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ngo5eelcbnap7ovj3v5jck6fei">fatcat:ngo5eelcbnap7ovj3v5jck6fei</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20091104210832/http://www.tn.refer.org:80/CEAFE/Oral_presentations/BelhajRiadh.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ec/8c/ec8c904d028a95401c96b29a162f594c94c8430f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.963997"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ssrn.com </button> </a>

First International Competition on Software for Runtime Verification [chapter]

Ezio Bartocci, Borzoo Bonakdarpour, Yliès Falcone
<span title="">2014</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
This includes the procedures, participating teams, submitted benchmarks, and evaluation process.  ...  The Competition was organized in three tracks: offline monitoring, online monitoring of C programs, and online monitoring of Java programs.  ...  the program), instrumentation information, and an English description.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-11164-3_1">doi:10.1007/978-3-319-11164-3_1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ngxtqpfhrnae5blk3427nnziiy">fatcat:ngxtqpfhrnae5blk3427nnziiy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829172314/https://hal.archives-ouvertes.fr/hal-01120552/document" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7d/59/7d5953b2059d10f2d9289d1b442b09e4f2be9e63.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-11164-3_1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

VCWC: A Versioning Competition Workflow Compiler [chapter]

Günther Charwat, Giovambattista Ianni, Thomas Krennwallner, Martin Kronegger, Andreas Pfandler, Christoph Redl, Martin Schwengerer, Lara Katharina Spendier, Johannes Peter Wallner, Guohui Xiao
<span title="">2013</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Each node in this DAG encodes the job type, which is an instance run, a solver summary statistics, a benchmark ranking, or the track ranking job.  ...  The selected instances of a benchmark are stored in those subdirectories. Furthermore, additional information is required for mapping benchmarks to participating solvers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-40564-8_23">doi:10.1007/978-3-642-40564-8_23</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mpe5stcdwvbjfegb7osdkbqgwq">fatcat:mpe5stcdwvbjfegb7osdkbqgwq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705123715/http://www.kr.tuwien.ac.at/staff/redl/publications/cikkprsswx2013-lpnmr.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d0/94/d094069b08b463ef19f17254979f78cd7b05f035.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-40564-8_23"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Efficient Visual Tracking with Stacked Channel-Spatial Attention Learning

Md. Maklachur Rahman, Mustansar Fiaz, Soon Ki Jung
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
The proposed tracking framework learns what and where to highlight important target information for efficient tracking.  ...  Spatial attention is focusing on the most informative region of the target feature map.  ...  EVALUATION ON TEMPLE COLOR-128 BENCHMARK The temple color-128 (TC-128) benchmark [29] includes 128 video sequences for tracker performance evaluation to address the lack of color information in visual  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2997917">doi:10.1109/access.2020.2997917</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hui5geq7cncizcg76hki7mbvh4">fatcat:hui5geq7cncizcg76hki7mbvh4</a> </span>
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Semi-automated Usability Analysis through Eye Tracking

Katherine Mary Malan, Jan H.P. Eloff, Jhani A. De Bruin
<span title="2018-07-10">2018</span> <i title="South African Institute of Computer Scientists and Information Technologists"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/f66jynflfrcsjpsun64gewa7pi" style="color: black;">South African Computer Journal</a> </i> &nbsp;
Eye tracking is a popular approach to usability evaluation, but is time consuming and requires expert analysis.  ...  The approach is demonstrated on the eye tracking data from a mobile procurement application involving 33 participants.  ...  eye tracking data is estimated to take up to an hour to analyse by an expert (Holland et al., 2012) ).  ... 
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Auto-Selecting Receptive Field Network for Visual Tracking

Junfei Zhuang, Yuan Dong, Hongliang Bai, Peiliang Zuo, Jianming Cheng
<span title="">2019</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
To settle the problem, we propose an Auto-Selecting Receptive Field Network (ASRF) to select receptive field information and effective clues dynamically.  ...  The proposed ASRF method performs favorably against state-of-the-art trackers on five benchmarks, including OTB-2013, OTB-2015, UAV-123, VOT-2015, and VOT-2017 while running beyond real-time tracking speed  ...  On the real-time VOT-2017 benchmark, ASRF achieves first place with an EAO of 0.231.  ... 
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