A correlation-based algorithm for recognition and tracking of partially occluded objects

A Ruchay, V Kober - Applications of Digital Image Processing …, 2016 - spiedigitallibrary.org
In this work, a correlation-based algorithm consisting of a set of adaptive filters for
recognition of occluded objects in still and dynamic scenes in the presence of additive noise …

Adaptive composite filters for pattern recognition in nonoverlapping scenes using noisy training images

PM Aguilar-González, V Kober… - Pattern Recognition …, 2014 - Elsevier
Correlation filters for target detection are usually designed by analytical optimization of
performance criteria. The resulting expressions require explicit knowledge about the …

Reliable recognition of partially occluded objects with correlation filters

A Ruchay, V Kober… - Mathematical problems in …, 2018 - Wiley Online Library
Design of conventional correlation filters requires explicit knowledge of the appearance and
shape of a target object, so the performance of correlation filters is significantly affected by …

Design of correlation filters for pattern recognition using a noisy reference

PM Aguilar-González, V Kober - Optics Communications, 2012 - Elsevier
We present the design of correlation filters for detection of a target in a noisy input scene
when the object of interest is given in a noisy reference image. The target signal, shape and …

Correlation-based tracking using tunable training and kalman prediction

SE Ontiveros-Gallardo, V Kober - Applications of Digital Image …, 2016 - spiedigitallibrary.org
Tracking solves the problem of detecting and estimating the future target state in an input
video sequence. In this work, an adaptive tracking algorithm by means of multiple object …

Design of correlation filters for pattern recognition with disjoint reference image

PM Aguilar-González, V Kober - Optical Engineering, 2011 - spiedigitallibrary.org
Correlation filters for pattern recognition are commonly designed under the assumption that
the shape and appearance of an object of interest are explicitly known. In this paper, we …

[PDF][PDF] Real-time tracking of multiple objects with locally adaptive correlation filters

A Ruchay, V Kober, I Chernoskulov - Proceedings of the Information …, 2017 - ceur-ws.org
A tracking algorithm using locally adaptive correlation filtering is proposed. The algorithm is
designed to track multiple objects with invariance to pose, occlusion, clutter, and illumination …

Tracking of multiple objects with time-adjustable composite correlation filters

A Ruchay, V Kober… - Applications of Digital …, 2017 - spiedigitallibrary.org
An algorithm for tracking of multiple objects in video based on time-adjustable adaptive
composite correlation filtering is proposed. For each frame a bank of composite correlation …

Multiple objects tracking with hogs matching in circular windows

D Miramontes-Jaramillo, V Kober… - … of Digital Image …, 2014 - spiedigitallibrary.org
In recent years tracking applications with development of new technologies like smart TVs,
Kinect, Google Glass and Oculus Rift become very important. When tracking uses a …

Automated object detection with a correlation filter designed from a noisy image

VI Kober, PM Aguilar-Gonzalez… - Journal of …, 2014 - Springer
Correlation filters used for object detection are commonly designed using explicit knowledge
of the target appearance and the target shape. This assumption requires that the image of a …