Detecção de Pedestre

Técnicas eficazes de detecção humana são de especial interesse na visão computacional, já que muitos aplicativos envolvem localizações e movimentos de pessoas. Assim, pesquisas significativas foram dedicadas à detecção, localização e rastreamento de pessoas em imagens e vídeos. Nos últimos anos, o problema de detectar seres humanos em imagens únicas recebeu um interesse considerável. Variações na iluminação, sombras e pose, assim como oclusões frequentes inter e intra-pessoa, tornam essa tarefa desafiadora.

Softwares

Publicações Relacionadas

Artur Jordao; Jessica Sena; William Robson Schwartz

A Late Fusion Approach to Combine Multiple Pedestrian Detectors Inproceedings

Em: IAPR International Conference on Pattern Recognition (ICPR), pp. 1-6, 2016.

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Artur Jordao; William Robson Schwartz

Oblique Random Forest based on Partial Least Squares Applied to Pedestrian Detection Inproceedings

Em: IEEE International Conference on Image Processing (ICIP), pp. 2931-2935, 2016.

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Artur Jordao

The Good, the Fast and the Better Pedestrian Detector Masters Thesis

Federal University of Minas Gerais, 2016.

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Artur Jordao; Victor Hugo Cunha de Melo; William Robson Schwartz

A Study of Filtering Approaches for Sliding Window Pedestrian Detection Inproceedings

Em: Workshop em Visao Computacional (WVC), pp. 1-8, 2015.

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Victor Hugo Cunha de Melo

Fast and Robust Optimization Approaches for Pedestrian Detection Masters Thesis

Federal University of Minas Gerais, 2014.

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Victor Hugo Cunha de Melo; Samir Moreira Andrade Leao; D Menotti; William Robson Schwartz

An Optimized Sliding Window Approach to Pedestrian Detection Inproceedings

Em: IAPR International Conference on Pattern Recognition (ICPR), pp. 1-6, 2014.

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William Robson Schwartz

Computer Vision: A Reference Guide Book Chapter

Em: Ikeuchi, Katsushi (Ed.): Chapter Appearance-Based Human Detection, pp. 36–38, Springer US, 2014.

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William Robson Schwartz; Victor Hugo Cunha de Melo; H Pedrini; L S Davis

A Data-Driven Detection Optimization Framework Journal Article

Em: Neurocomputing, 104 , pp. 35-49, 2013.

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Victor Hugo Cunha de Melo; Samir Moreira Andrade Leao; M Campos; D Menotti; William Robson Schwartz

Fast Pedestrian Detection based on a Partial Least Squares Cascade Inproceedings

Em: IEEE International Conference on Image Processing, pp. 4146 - 4150, 2013.

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William Robson Schwartz; L S Davis; H Pedrini

Local Response Context Applied to Pedestrian Detection Inproceedings

Em: Iberoamerican Congress on Pattern Recognition, pp. 181-188, 2011.

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R Gopalan; William Robson Schwartz

Detecting Humans under Partial Occlusions using Markov Logic Networks Inproceedings

Em: Performance Metrics for Intelligent Systems, 2010.

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William Robson Schwartz; A Kembhavi; D Harwood; L S Davis

Human Detection Using Partial Least Squares Analysis Inproceedings

Em: IEEE International Conference on Computer Vision (ICCV), pp. 24-31, 2009, (oral presentation).

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William Robson Schwartz; R Gopalan; R Chellappa; L S Davis

Robust Human Detection under Occlusion by Integrating Face and Person Detectors Inproceedings

Em: International Conference on Biometrics, pp. 970-979, 2009.

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