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TracKlinic: Diagnosis of Challenge Factors in Visual Tracking [article]

Heng Fan, Fan Yang, Peng Chu, Lin Yuan, Haibin Ling
2019 arXiv   pre-print
Addressing this issue, in this paper we contribute to the community a tracking diagnosis toolkit, TracKlinic, for diagnosis of challenge factors of tracking algorithms.  ...  Generic visual tracking is difficult due to many challenge factors (e.g., occlusion, blur, etc.).  ...  Challenge Factor-based Comparison In addition to diagnosis of each challenge factor in tracking, our TracKlinic allows more reliable comparison of different approaches for each challenge factor.  ... 
arXiv:1911.07959v2 fatcat:me6yrimjwjel3d45sx7mlfwjdu

Black-box error diagnosis in deep neural networks for computer vision: a survey of tools [article]

Piero Fraternali, Federico Milani, Rocio Nahime Torres, Niccolò Zangrando
2022 arXiv   pre-print
It illustrates the features and gaps of the current proposals, discusses the relevant research directions and provides a brief overview of the diagnosis tools in sectors other than CV.  ...  This paper focuses on the application of DNNs to Computer Vision (CV) tasks and presents a survey of the tools that support the black-box performance diagnosis paradigm.  ...  The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. Data availability.  ... 
arXiv:2201.06444v2 fatcat:2hsg2mec6fajznrxax3raz745m

Table of Contents

2021 2021 IEEE Winter Conference on Applications of Computer Vision (WACV)  
: Diagnosis of Challenge Factors in Visual Tracking 969 Heng Fan (Stony Brook University, USA), Fan Yang (Temple University, USA), Peng Chu (Temple University, USA), Yuewei Lin (Computational Science Initiative  ...  of South Carolina, Columbia) Effective Fusion Factor in FPN for Tiny Object Detection 1159 Yuqi Gong (University of Chinese Academy of Sciences, China), Xuehui Yu (University of Chinese Academy of Sciences  ... 
doi:10.1109/wacv48630.2021.00004 fatcat:wcrqolbeo5de3gmqsnuw6uewde

A Review of Data Cleaning Approaches in a Hydrographic Framework with a Focus on Bathymetric Multibeam Echosounder Datasets

Julian Le Deunf, Nathalie Debese, Thierry Schmitt, Romain Billot
2020 Geosciences  
A number of approaches have already been investigated in order to provide solution in views of operationally reaching this still challenging problem.  ...  Automatic cleaning of MultiBeam EchoSounder (MBES) bathymetric datasets is a critical issue in data processing especially with the objective of nautical charting.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/geosciences10070254 fatcat:egrfjdibmreh5aos5gcjjbzuha

Monitoring marine populations and communities: methods dealing with imperfect detectability

S Katsanevakis, A Weber, C Pipitone, M Leopold, M Cronin, M Scheidat, TK Doyle, L Buhl-Mortensen, P Buhl-Mortensen, G D'Anna, I de Boois, P Dalpadado (+15 others)
2012 Aquatic Biology  
One such source of error is 'imperfect detectability', i.e. the inability of investigators to detect all individuals or all species in a surveyed area.  ...  Although there has been great effort to develop monitoring methods that account for imperfect detectability, the application of such methods in the marine environment is not as apparent as in other systems  ...  This work is part of the on-going research within the EU FP7 program 'Monitoring and Evaluation of Spatially Managed Areas' (MESMA; grant no.: 226661; www.mesma.org). G.  ... 
doi:10.3354/ab00426 fatcat:imoey2keyffflfrvibedj23tei

The feasibility of counting songbirds using unmanned aerial vehicles

Andrew M. Wilson, Janine Barr, Megan Zagorski
2017 The AUK: A Quarterly Journal of Ornithology  
Send comments regarding this burden estimate or any other aspect of this collection of information, including suggestions for reducing this burden to Department of Defense, Washington Headquarters Services  ...  the data needed, and completing and reviewing this collection of information.  ...  In line transect survey theory (Buckland et al) , this factor is termed g(0), or the probability that an animal on the survey track is detected.  ... 
doi:10.1642/auk-16-216.1 fatcat:k47kyfe3xnffrd343cf26nuofa

The role of principal component analysis in vowel acquisition research

Krisztina Zajdó, Jeannette van der Stelt, Ton G. Wempe
2004 Journal of the Acoustical Society of America  
The role of principal component analysis in vowel acquisition research Zajdo, K.; van der Stelt, J.M.; Wempe, A.G.  ...  Based on Palkas' directduplicate method, the percentages of missed trackline groups were 38% and 21%, respectively, for visual and acoustic methods.  ...  Concurrent visual and acoustic tracking of fin whales offshore Southern California. Sean M. Wiggins, Allan W. Sauter, John A.  ... 
doi:10.1121/1.4785499 fatcat:cdj5floyg5cd5ch2nwidivx4nq

Journal of Sustainable Development, Vol. 1, No. 2, July 2008, all in one file

JSD Editor
2009 Journal of Sustainable Development  
or tracklines, ranging from 0.5 to 2 km in length were covered on foot in the study.  ...  various factors in the system form a ordered status in the aspect of time, space and function when there is complex nonlinear effect between the factors.  ...  Coupling recession model In which the urbanization develops chaotically and the ecological environment tends to become chaotically. This kind of model leads to the breakdown of system easily.  ... 
doi:10.5539/jsd.v1n2p0 fatcat:pwsccbctxnbrfim5joxflk3smq

National Marine Fisheries Service Endangered Species Act Section 7 Biological Opinion on the Lamont-Doherty Earth Observatory's Marine Geophysical Survey by the R/V Marcus G.Langseth off Western Mexico in the Eastern Tropical Pacific Ocean and National Marine Fisheries Service Permits and Conservation Division's Issuance of an Incidental Harassment Authorization pursuant to Section 101(a)(5)(D) of the Marine Mammal Protection Act

2022
daytime and nighttime visual observations and test their effectiveness at detecting ESA-listed species. 6.  ...  We recommend the NSF use the Marine Mammal Commission's recommended method for estimating the number of cetaceans in the vicinity of seismic surveys based on the number of groups detected for post-seismic  ...  The location of the tracklines may shift from what is depicted in Figure 1 depending on factors such as mechanical issues, poor data quality, weather, etc.  ... 
doi:10.25923/wetp-dt20 fatcat:xu2rzk45l5cita3zlyltafos5u

Performance of optimized sound field control techniques in simulated and real acoustic environments

Philip Coleman, Martin Møller, Martin Olsen, Marek Olik, Philip Jackson, Jan Abildgaard Pedersen
2012 Journal of the Acoustical Society of America  
These factors appear to be interrelated, making it difficult to improve patient-centered care. 3419  ...  Three different Neonatal Intensive Care Units (NICUs) built in different years in Florida were observed and categories of sounds in each were documented.  ...  The influence of visual and acoustic factors on overall landscape preference is discussed in view of potential methodological approaches for mapping overall landscape quality by integrating visual with  ... 
doi:10.1121/1.4709059 fatcat:5yv7djzdifgwvlzymric4u65oa

FISCAL STRESS Promedinp Twenty-First Annual Conference

Frank Annunziato
1993 unpublished
factors.  ...  This constituted the largest known dismissal of tenure-track faculty in the AAUP's history.  ...  The government is not trying to inflict a heavy burden on anyone, but rather is only trying to get all those who are physically challenged and those who are not on the same playing field.  ... 
fatcat:aszfeflscze5vb3i5ns6im73ua