• Publications
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Object detection based on spatiotemporal background models
TLDR
We propose two types of spatiotemporal background modeling frameworks that can adapt to illumination and dynamic changes in the background. Expand
  • 31
  • 2
Real-time people counting using blob descriptor
TLDR
We propose a system for counting the number of pedestrians in real-time using adaptive background modeling using Parzen density estimation. Expand
  • 30
  • 2
Object Detection Using Local Difference Patterns
TLDR
We propose a new probabilistic background model integrating pixel-based and spatial-based models by considering the illumination fluctuation in localized regions. Expand
  • 16
  • 1
Background Model Based on Statistical Local Difference Pattern
TLDR
We present a robust background model for object detection and report its evaluation results using the database of Background Models Challenge (BMC). Expand
  • 14
  • 1
Background model based on intensity change similarity among pixels
TLDR
To robustly detect foreground objects against illumination changes, we propose a new background model considering the similarity in the intensity changes among pixels. Expand
  • 22
  • 1
Statistical Local Difference Pattern for Background Modeling
TLDR
We propose a new background model in this paper by applying a statistical framework to a local feature-based approach to handle motion changes in the background. Expand
  • 10
  • 1
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Towards the Unification of Human Movement, Animation and Humanoid in the Network
TLDR
A network environment that unifies the human movement, animation and humanoid is generated. Expand
  • 4
Adaptive Background Modeling for Paused Object Regions
TLDR
In this paper, we propose 1) a method to inhibit background training, and 2)A method to update an original background region occluded by stopped object. Expand
  • 3
Multi-layered Background Modeling for Complex Environment Surveillance
TLDR
We propose a framework for multi-layered background modeling, in which we conserve the background models for stationary objects hierarchically in addition to the one for the initial background, and propose a spatio-temporal background model based on the similarity in the intensity changes among pixels. Expand
  • 1