• 2875 Citations
  • 26 h-Index
1989 …2019
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Research Output 1989 2019

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Article
2019
1 Citation (Scopus)

FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence

Kim, S., Min, D., Ham, B., Lin, S. & Sohn, K., 2019 Mar 1, In : IEEE transactions on pattern analysis and machine intelligence. 41, 3, p. 581-595 15 p., 8283767.

Research output: Contribution to journalArticle

Self-similarity
Correspondence
Semantics
Sampling
Descriptors

Learning to Find Unpaired Cross-Spectral Correspondences

Jeong, S., Kim, S., Park, K. & Sohn, K., 2019 Nov, In : IEEE Transactions on Image Processing. 28, 11, p. 5394-5406 13 p., 8721725.

Research output: Contribution to journalArticle

Feature extraction
Infrared radiation
1 Citation (Scopus)

OCEAN: Object-centric arranging network for self-supervised visual representations learning

Oh, C., Ham, B., Kim, H., Hilton, A. & Sohn, K., 2019 Jul 1, In : Expert Systems with Applications. 125, p. 281-292 12 p.

Research output: Contribution to journalArticle

Semantics
Supervised learning
Image retrieval
Computer vision
Learning systems

Structure-Texture Image Decomposition Using Deep Variational Priors

Kim, Y., Ham, B., Do, M. N. & Sohn, K., 2019 Jun 1, In : IEEE Transactions on Image Processing. 28, 6, p. 2692-2704 13 p., 8586974.

Research output: Contribution to journalArticle

Textures
Decomposition
Convolution
Neural networks
Photography

The impact of viewing conditions on observer variability for cross-media colour reproduction

Cho, Y. J., Cui, G., Luo, R. & Sohn, K., 2019 Jun, In : Coloration Technology. 135, 3, p. 234-243 10 p.

Research output: Contribution to journalArticle

Color
Display devices
Liquid crystal displays
2 Citations (Scopus)

Unified confidence estimation networks for robust stereo matching

Kim, S., Min, D., Kim, S. & Sohn, K., 2019 Mar 1, In : IEEE Transactions on Image Processing. 28, 3, p. 1299-1313 15 p., 8510870.

Research output: Contribution to journalArticle

Costs
Processing
Image reconstruction
Modulation
Neural networks
2018
7 Citations (Scopus)

Deep Monocular Depth Estimation via Integration of Global and Local Predictions

Kim, Y., Jung, H., Min, D. & Sohn, K., 2018 Aug 1, In : IEEE Transactions on Image Processing. 27, 8, p. 4131-4144 14 p.

Research output: Contribution to journalArticle

Neural networks
Parameterization
Network architecture
Learning systems
Experiments
1 Citation (Scopus)

Discrete-Continuous Transformation Matching for Dense Semantic Correspondence

Kim, S., Min, D., Lin, S. & Sohn, K., 2018 Jan 1, (Accepted/In press) In : IEEE transactions on pattern analysis and machine intelligence.

Research output: Contribution to journalArticle

Affine transformation
Correspondence
Semantics
Labels
Filtering
13 Citations (Scopus)

Unified multi-spectral pedestrian detection based on probabilistic fusion networks

Park, K., Kim, S. & Sohn, K., 2018 Aug 1, In : Pattern Recognition. 80, p. 143-155 13 p.

Research output: Contribution to journalArticle

Fusion reactions
Neural networks
Sensors
Network architecture
Visibility
2017
10 Citations (Scopus)

DASC: Robust Dense Descriptor for Multi-Modal and Multi-Spectral Correspondence Estimation

Kim, S., Min, D., Ham, B., Do, M. N. & Sohn, K., 2017 Sep 1, In : IEEE transactions on pattern analysis and machine intelligence. 39, 9, p. 1712-1729 18 p., 7585122.

Research output: Contribution to journalArticle

Descriptors
Correspondence
Geometry
Invariant
Redundancy
5 Citations (Scopus)

Fast Domain Decomposition for Global Image Smoothing

Kim, Y., Min, D., Ham, B. & Sohn, K., 2017 Aug 1, In : IEEE Transactions on Image Processing. 26, 8, p. 4079-4091 13 p., 7937834.

Research output: Contribution to journalArticle

Decomposition
Constrained optimization
Photography
Linear systems
Image processing
9 Citations (Scopus)

Feature Augmentation for Learning Confidence Measure in Stereo Matching

Kim, S., Min, D., Kim, S. & Sohn, K., 2017 Dec, In : IEEE Transactions on Image Processing. 26, 12, p. 6019-6033 15 p., 8030080.

Research output: Contribution to journalArticle

Pixels
Adaptive filtering
Refining
Agglomeration
Modulation
2 Citations (Scopus)

LAT: Local area transform for cross modal correspondence matching

Ryu, S., Kim, S. & Sohn, K., 2017 Mar 1, In : Pattern Recognition. 63, p. 218-228 11 p.

Research output: Contribution to journalArticle

Pixels
Template matching
Computer vision
Image processing
Radiation

Lazy dragging: Effortless bounding-box drawing for touch-screen devices

Kim, K., Kim, S. & Sohn, K., 2017 May, In : IEEE Transactions on Consumer Electronics. 63, 2, p. 93-100 8 p., 8013247.

Research output: Contribution to journalArticle

Touch screens
User interfaces
Experiments
3 Citations (Scopus)

Modality-invariant image classification based on modality uniqueness and dictionary learning

Kim, S., Cai, R., Park, K., Kim, S. & Sohn, K., 2017 Feb 1, In : IEEE Transactions on Image Processing. 26, 2, p. 844-899 56 p., 7765067.

Research output: Contribution to journalArticle

Image classification
Glossaries
Semantics
Labels
Classifiers
2 Citations (Scopus)

Personness estimation for real-time human detection on mobile devices

Kim, K., Oh, C. & Sohn, K., 2017 Apr 15, In : Expert Systems with Applications. 72, p. 130-138 9 p.

Research output: Contribution to journalArticle

Mobile devices
Color
Costs
Experiments
12 Citations (Scopus)

Robust interactive image segmentation using structure-aware labeling

Oh, C., Ham, B. & Sohn, K., 2017 Aug 15, In : Expert Systems with Applications. 79, p. 90-100 11 p.

Research output: Contribution to journalArticle

Image segmentation
Labeling
Labels
Color
Mobile devices
2016
1 Citation (Scopus)

EMCCD color correction based on spectral sensitivity analysis

Son, J., Kang, M., Min, D. & Sohn, K., 2016 Jul 1, In : Multimedia Tools and Applications. 75, 13, p. 7589-7604 16 p.

Research output: Contribution to journalArticle

Charge coupled devices
Sensitivity analysis
Color
CCD cameras
Electrons
6 Citations (Scopus)

Fast illumination-robust foreground detection using hierarchical distribution map for real-time video surveillance system

Son, J., Kim, S. & Sohn, K., 2016 Dec 30, In : Expert Systems with Applications. 66, p. 32-41 10 p.

Research output: Contribution to journalArticle

Lighting
Charge coupled devices
Labeling
Computer vision
Computational complexity
7 Citations (Scopus)

Fringe periods of color moirés in contact-type 3-D displays

Lee, H., Kim, S. K., Sohn, K., Son, J. Y. & Chernyshov, O. O., 2016 Jun 27, In : Optics Express. 24, 13, p. 14183-14195 13 p.

Research output: Contribution to journalArticle

color
optics
beat frequencies
pixels
7 Citations (Scopus)

Non-parametric human segmentation using support vector machine

Kim, K., Oh, C. & Sohn, K., 2016 May, In : IEEE Transactions on Consumer Electronics. 62, 2, p. 150-158 9 p., 7514714.

Research output: Contribution to journalArticle

Support vector machines
Digital cameras
Cameras
Color
Testing
8 Citations (Scopus)

Real-time rear obstacle detection using reliable disparity for driver assistance

Yoo, H., Son, J., Ham, B. & Sohn, K., 2016 Sep 1, In : Expert Systems with Applications. 56, p. 186-196 11 p.

Research output: Contribution to journalArticle

Parking
Pixels
Intelligent vehicle highway systems
Feature extraction
Color
11 Citations (Scopus)

Structure Selective Depth Superresolution for RGB-D Cameras

Kim, Y., Ham, B., Oh, C. & Sohn, K., 2016 Nov 1, In : IEEE Transactions on Image Processing. 25, 11, p. 5227-5238 12 p., 7547322.

Research output: Contribution to journalArticle

Copying
Cameras
Textures
Sensors
Experiments
2015
15 Citations (Scopus)

A multi-vision sensor-based fast localization system with image matching for challenging outdoor environments

Son, J., Kim, S. & Sohn, K., 2015 Dec 1, In : Expert Systems with Applications. 42, 22, p. 8830-8839 10 p.

Research output: Contribution to journalArticle

Image matching
Lighting
Sensors
Computational complexity
Invariance
20 Citations (Scopus)

Depth Analogy: Data-Driven Approach for Single Image Depth Estimation Using Gradient Samples

Choi, S., Min, D., Ham, B., Kim, Y., Oh, C. & Sohn, K., 2015 Dec, In : IEEE Transactions on Image Processing. 24, 12, p. 5953-5966 14 p., 7308054.

Research output: Contribution to journalArticle

Computer vision
Sampling
Recovery
21 Citations (Scopus)

Depth superresolution by transduction

Ham, B., Min, D. & Sohn, K., 2015 May 1, In : IEEE Transactions on Image Processing. 24, 5, p. 1524-1535 12 p., 7047894.

Research output: Contribution to journalArticle

Pixels
Experiments
6 Citations (Scopus)

Effect of parallax distribution and crosstalk on visual comfort in parallax barrier autostereoscopic display

Kim, D., Lee, H., Kim, S. K. & Sohn, K., 2015 May 1, In : Optical Engineering. 54, 5, 053107.

Research output: Contribution to journalArticle

comfort
parallax
Crosstalk
crosstalk
Display devices
2 Citations (Scopus)
comfort
parallax
adjusting
Display devices
augmentation
94 Citations (Scopus)

Real-time illumination invariant lane detection for lane departure warning system

Son, J., Yoo, H., Kim, S. & Sohn, K., 2015 Mar, In : Expert Systems with Applications. 42, 4, p. 1816-1824 9 p.

Research output: Contribution to journalArticle

Alarm systems
Lighting
Computational complexity
Color
17 Citations (Scopus)

Rear obstacle detection system with fisheye stereo camera using HCT

Kim, D., Choi, J., Yoo, H., Yang, U. & Sohn, K., 2015 May 16, In : Expert Systems with Applications. 42, 17-18, p. 6295-6305 11 p.

Research output: Contribution to journalArticle

Parking
Cameras
Intelligent vehicle highway systems
Computational efficiency
Computational complexity

Unsupervised Texture Flow Estimation Using Appearance-Space Clustering and Correspondence

Choi, S., Min, D., Ham, B. & Sohn, K., 2015 Nov 1, In : IEEE Transactions on Image Processing. 24, 11, p. 3652-3665 14 p., 7131511.

Research output: Contribution to journalArticle

Textures
Flow fields
Labels
Pixels
13 Citations (Scopus)

Visual Fatigue Relaxation for Stereoscopic Video via Nonlinear Disparity Remapping

Oh, C., Ham, B., Choi, S. & Sohn, K., 2015 Jun 1, In : IEEE Transactions on Broadcasting. 61, 2, p. 142-153 12 p., 7052309.

Research output: Contribution to journalArticle

Fatigue of materials
2014
151 Citations (Scopus)

Fast global image smoothing based on weighted least squares

Min, D., Choi, S., Lu, J., Ham, B., Sohn, K. & Do, M. N., 2014 Dec 1, In : IEEE Transactions on Image Processing. 23, 12, p. 5638-5653 16 p., 6942220.

Research output: Contribution to journalArticle

Data handling
Global optimization
Computer graphics
Linear systems
Image processing
1 Citation (Scopus)

Image Color Registration for Illumination-Robust Pattern Recognition

Yang, U., Kang, M., Son, J. & Sohn, K., 2014 Jan 1, In : Circuits, Systems, and Signal Processing. 33, 12, p. 3839-3860 22 p.

Research output: Contribution to journalArticle

Color Image
Registration
Pattern Recognition
Pattern recognition
Illumination
27 Citations (Scopus)

Mahalanobis distance cross-correlation for illumination-invariant stereo matching

Kim, S., Ham, B., Kim, B. & Sohn, K., 2014 Nov 1, In : IEEE Transactions on Circuits and Systems for Video Technology. 24, 11, p. 1844-1859 16 p., 6826490.

Research output: Contribution to journalArticle

Lighting
Color
Pixels
85 Citations (Scopus)

No-reference quality assessment for stereoscopic images based on binocular quality perception

Ryu, S. & Sohn, K., 2014 Apr, In : IEEE Transactions on Circuits and Systems for Video Technology. 24, 4, p. 591-602 12 p., 6587776.

Research output: Contribution to journalArticle

Binoculars
Imaging techniques
Experiments
26 Citations (Scopus)

Probability-based rendering for view synthesis

Ham, B., Min, D., Oh, C., Do, M. N. & Sohn, K., 2014 Feb 1, In : IEEE Transactions on Image Processing. 23, 2, p. 870-884 15 p., 6690212.

Research output: Contribution to journalArticle

Image fusion
Error analysis
Probability density function
Textures
Pixels
13 Citations (Scopus)

Reliability-based multiview depth enhancement considering interview coherence

Choi, J., Min, D. & Sohn, K., 2014 Apr, In : IEEE Transactions on Circuits and Systems for Video Technology. 24, 4, p. 603-616 14 p., 6578545.

Research output: Contribution to journalArticle

Color
Cameras
Sampling
Sensors
Hybrid sensors
2013
1 Citation (Scopus)

Advanced motion vector coding framework for multiview video sequences

Ryu, S., Seo, J., Lee, J. Y. & Sohn, K., 2013 Nov 1, In : Multimedia Tools and Applications. 67, 1, p. 49-70 22 p.

Research output: Contribution to journalArticle

Image coding
Degradation
22 Citations (Scopus)

A generalized random walk with restart and its application in depth up-sampling and interactive segmentation

Ham, B., Min, D. & Sohn, K., 2013 May 23, In : IEEE Transactions on Image Processing. 22, 7, p. 2574-2588 15 p., 6482622.

Research output: Contribution to journalArticle

Sampling
Image segmentation
Specific heat
Thermal conductivity
3 Citations (Scopus)

Depth boundary reconstruction based on similarity of adjacent pixels for efficient 3-D video coding

Kim, D., Ryu, S. & Sohn, K., 2013 Jul 15, In : IEEE Transactions on Consumer Electronics. 59, 2, p. 400-406 7 p., 6531123.

Research output: Contribution to journalArticle

Image coding
Pixels
Sampling
Color
17 Citations (Scopus)

Exact order based feature descriptor for illumination robust image matching

Kim, B., Yoo, H. & Sohn, K., 2013 Dec 1, In : Pattern Recognition. 46, 12, p. 3268-3278 11 p.

Research output: Contribution to journalArticle

Image matching
Discrete cosine transforms
Lighting
Pixels
112 Citations (Scopus)

Gradient-enhancing conversion for illumination-robust lane detection

Yoo, H., Yang, U. & Sohn, K., 2013 Sep 17, In : IEEE Transactions on Intelligent Transportation Systems. 14, 3, p. 1083-1094 12 p., 6507318.

Research output: Contribution to journalArticle

Lighting
Advanced driver assistance systems
Hough transforms
Discriminant analysis
Color
11 Citations (Scopus)

Revisiting the relationship between adaptive smoothing and anisotropic diffusion with modified filters

Ham, B., Min, D. & Sohn, K., 2013 Feb 11, In : IEEE Transactions on Image Processing. 22, 3, p. 1096-1107 12 p., 6341839.

Research output: Contribution to journalArticle

Partial differential equations
Fick's laws
Maximum principle
Convergence of numerical methods
29 Citations (Scopus)

Space-time hole filling with random walks in view extrapolation for 3D video

Choi, S., Ham, B. & Sohn, K., 2013 May 2, In : IEEE Transactions on Image Processing. 22, 6, p. 2429-2441 13 p., 6476015.

Research output: Contribution to journalArticle

Extrapolation
Labeling
Interpolation
Textures
Color
16 Citations (Scopus)

Visual comfort enhancement for stereoscopic video based on binocular fusion characteristics

Kim, D., Choi, S. & Sohn, K., 2013 Mar 18, In : IEEE Transactions on Circuits and Systems for Video Technology. 23, 3, p. 482-487 6 p., 6252022.

Research output: Contribution to journalArticle

Binoculars
Fusion reactions
Face recognition
Cameras
Fatigue of materials
2012
2 Citations (Scopus)

A depth-aware character generator for 3DTV

Oh, J. & Sohn, K., 2012 Jan 1, In : IEEE Transactions on Broadcasting. 58, 4, p. 523-532 10 p., 6256762.

Research output: Contribution to journalArticle

22 Citations (Scopus)

An objective video quality metric for compressed stereoscopic video

Seo, J., Liu, X., Kim, D. & Sohn, K., 2012 Jun 1, In : Circuits, Systems, and Signal Processing. 31, 3, p. 1089-1107 19 p.

Research output: Contribution to journalArticle

Video Quality
Metric
Subjective Evaluation
Quality Assessment
Verify
1 Citation (Scopus)

Asymmetric stereo imaging system for portable electronic devices

Shin, H. & Sohn, K., 2012 Apr 1, In : Optical Engineering. 51, 4, 043201.

Research output: Contribution to journalArticle

Imaging systems
Cameras
Digital cameras
electronics
Lenses
4 Citations (Scopus)

Depth-based direct mode for multiview video coding

Ryu, S. & Sohn, K., 2012 Jul 1, In : Signal Processing: Image Communication. 27, 6, p. 571-578 8 p.

Research output: Contribution to journalArticle

Image coding
Display devices