Search Results - "Kim, Changick"
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A New Approach for Overlay Text Detection and Extraction From Complex Video Scene
Published in IEEE transactions on image processing (01-02-2009)“…Overlay text brings important semantic clues in video content analysis such as video information retrieval and summarization, since the content of the scene or…”
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Journal Article -
2
Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01-01-2020)“…Visible-infrared person re-identification (VI-ReID) is an important task in night-time surveillance applications, since visible cameras are difficult to…”
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Conference Proceeding -
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Segmenting Clustered Nuclei Using H-minima Transform-Based Marker Extraction and Contour Parameterization
Published in IEEE transactions on biomedical engineering (01-10-2010)“…In this letter, we present a novel watershed-based method for segmentation of cervical and breast cell images. We formulate the segmentation of clustered…”
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Journal Article -
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Spatiotemporal Saliency Detection Using Textural Contrast and Its Applications
Published in IEEE transactions on circuits and systems for video technology (01-04-2014)“…Saliency detection has been extensively studied due to its promising contributions for various computer vision applications. However, most existing methods are…”
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Journal Article -
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A Unified Spectral-Domain Approach for Saliency Detection and Its Application to Automatic Object Segmentation
Published in IEEE transactions on image processing (01-03-2012)“…In this paper, a visual attention model is incorporated for efficient saliency detection, and the salient regions are employed as object seeds for our…”
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Journal Article -
6
Contrast Enhancement Using Combined 1-D and 2-D Histogram-Based Techniques
Published in IEEE signal processing letters (01-06-2017)“…This letter presents an adaptive contrast enhancement algorithm considering both preservation of the shape of a one-dimensional (1-D) histogram and statistical…”
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Journal Article -
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A Novel Depth-Based Virtual View Synthesis Method for Free Viewpoint Video
Published in IEEE transactions on broadcasting (01-12-2013)“…Free-viewpoint rendering (FVR) has become a popular topic in 3-D research. A promising technology in FVR is to generate virtual views using a single texture…”
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Journal Article -
8
Active Contours Driven by the Salient Edge Energy Model
Published in IEEE transactions on image processing (01-04-2013)“…In this brief, we present a new indicator, i.e., salient edge energy, for guiding a given contour robustly and precisely toward the object boundary…”
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Journal Article -
9
Motion Blur Kernel Rendering Using an Inertial Sensor: Interpreting the Mechanism of a Thermal Detector
Published in Sensors (Basel, Switzerland) (28-02-2022)“…Various types of motion blur are frequently observed in the images captured by sensors based on thermal and photon detectors. The difference in mechanisms…”
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Journal Article -
10
Boosting Proximal Dental Caries Detection via Combination of Variational Methods and Convolutional Neural Network
Published in Journal of signal processing systems (01-01-2018)“…Proximal dental caries are diagnosed using dental X-ray images. Unfortunately, the diagnosis of proximal dental caries is often stifled due to the poor quality…”
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Journal Article -
11
Face and Hair Region Labeling Using Semi-Supervised Spectral Clustering-Based Multiple Segmentations
Published in IEEE transactions on multimedia (01-07-2016)“…The multiple segmentation (MS) scheme is considered to be a way to get a better spatial support for various shaped objects in image segmentation. The MS scheme…”
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Journal Article -
12
Spatiotemporal sequence matching for efficient video copy detection
Published in IEEE transactions on circuits and systems for video technology (01-01-2005)“…This paper proposes a novel sequence matching technique to detect copies of a video clip. If a video copy detection technique is to be effective, it needs to…”
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Journal Article -
13
Spatiotemporal Saliency Detection and Its Applications in Static and Dynamic Scenes
Published in IEEE transactions on circuits and systems for video technology (01-04-2011)“…This paper presents a novel method for detecting salient regions in both images and videos based on a discriminant center-surround hypothesis that the salient…”
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Journal Article -
14
Unsupervised Segmentation of Overlapped Nuclei Using Bayesian Classification
Published in IEEE transactions on biomedical engineering (01-12-2010)“…In a fully automatic cell extraction process, one of the main issues to overcome is the problem related to extracting overlapped nuclei since such nuclei will…”
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Journal Article -
15
Superpixel-Guided Adaptive Image Smoothing
Published in IEEE signal processing letters (01-12-2016)“…In edge-preserving image smoothing, edge blurriness and structural edge attenuation have been common problems. L 0 smoothing successfully solves these two…”
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Journal Article -
16
Ramp Distribution-Based Image Enhancement Techniques for Infrared Images
Published in IEEE signal processing letters (01-07-2018)“…A novel image enhancement method for infrared (IR) images is presented. The proposed method consists of two parts considering the characteristics of…”
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Journal Article -
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Ramp Distribution-Based Contrast Enhancement Techniques and Over-Contrast Measure
Published in IEEE access (2019)“…Our approach to contrast enhancement (CE) of images is based on natural scene statistics (NSS). We show, in this paper, that the average intensity distribution…”
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Journal Article -
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Robust Multi-Object Tracking with Local Appearance and Stable Motion Models
Published in IEEE access (01-01-2023)“…Multi-object tracking (MOT) has been steadily studied for video understanding in computer vision. However, existing MOT frameworks usually employ…”
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Journal Article -
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A structure-aware axis-aligned grid deformation approach for robust image retargeting
Published in Multimedia tools and applications (01-03-2018)“…Content-based image retargeting is a technique that resizes an input image to a given target resolution while minimizing distortions of important objects…”
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Journal Article -
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Content-based image copy detection
Published in Signal processing. Image communication (01-03-2003)“…This paper proposes a novel method to detect copied versions of digital images. The proposed copy detection scheme can be used as either an alternative…”
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Journal Article