Citation Stat
  1. Hyunjun Eun, Daeyeong Kim, and Changick Kim, "Single-View 2D CNNs with Fully Automatic Non-nodule Categorization for False Positive Reduction in Pulmonary Nodule Detection," submitted to Medical Physics, July 2017.

  2. Seungjun Jung, Muhammad Abul Hasan, and Changick Kim, "A Bio-Inspired Method for Investigating and Boosting the Performance of Deep Neural Networks," submitted to IEEE Transactions on Neural Networks and Learning Systems, May 2017. (*first and second authors contributed equally.)

  3. Hyunjun Eun, Yoonhyung Kim, Chanho Jung, and Changick Kim, "Saliency Refinement: Towards a Uniformly Highlighted Salient Object," submitted to Signal Processing: Image Communication, Mar. 2017. 

  4. Seungjun Jung, Muhammad Abul Hasan, and Changick Kim, "Water-Filling: An Efficient Algorithm for Digitized Document Illumination Correction," submitted to IEEE Transactions on Image Processing, February 2017.

  5. Daeyeong Kim and Changick Kim, "Contrast Enhancement Using Combined 1D and 2D Histogram-Based Techniques," IEEE Signal Processing Letters, Vol. 24, no. 6, pp. 804-808, Jun. 2017.

  6. Yoonhyung Kim, Seungjun Jung, Chanho Jung, and Changick Kim, "A Structure-Aware Axis-Aligned Grid Deformation Approach for Robust Image Retargeting," Multimedia Tools and Applications, online published [DOI 10.1007/s11042-017-4674-1], Apr. 2017.
  7. Joonhyang Choi, Hyunjun Eun, and Changick Kim, "Boosting Proximal Dental Caries Detection via Combination of Variational Methods and Convolutional Neural Network," Journal of Signal Processing Systems, online published [DOI 10.1007/s11265-016-1214-6], Dec. 2016.

  8. Hyunjun Eun and Changick Kim, "Superpixel-Guided Adaptive Image Smoothing,"  IEEE Signal Processing Letters, vol. 23, no. 12, Dec. 2016. <Supplementary Material> 

  9. Jiwon Choi and Changick Kim, "Object-Aware Image Thumbnailing Using Image Classification and Enhanced Detection of ROI," Multimedia Tools and Applications, vol. 75, no. 23, pp.16191-16207, Dec. 2016. 

  10. Jiwon Choi and Changick Kim, "A Framework for Automatic Static and Dynamic Video Thumbnailing Extraction," Multimedia Tools and Applications, vol. 75, no. 23, pp. 15975-15991, Dec. 2016. 

  11. Jiwon choi and Changick Kim, "Sparse Seam-Carving for Structure Preserving Image Retargeting," Journal of Signal Processing Systems, vol. 85, no. 2, pp. 275-283, Nov. 2016. 

  12. Ilkoo Ahn and Changick Kim, "Face and Hair Region Labeling Using Semi-Supervised Spectral Clustering Based Multiple Segmentations," IEEE Transactions on Multimediavol. 18, no. 7, pp. 1414-1421, July 2016.

  13. Nakyoung O and Changick Kim, "Unsupervised Texture Segmentation of Natural Scene Images Using Region-based Markov Random Field," Journal of Signal Processing Systems, vol. 83, no. 3, pp. 423-436 June. 2016.     
  14. Dongjin Park and Changick Kim, "A Hybrid Bags-of-Feature model for Sports Scene Classification," Journal of Signal Processing Systems, vol 81, no 2, pp. 249-263, Nov. 2015.  

  15. Chanho Jung and Changick Kim, "Impact of the Accuracy of Automatic Segmentation of Cell Nuclei Clusters on Classification of Thyroid Follicular Lesions," Cytometry Part A, vol. 85, no. 8, pp. 709-718, Aug. 2014.
  16. Jiwon Choi, Chanho Jung, Jaeho Lee, and Changick Kim, "Determining the Existence of Objects in an Image and Its Application to Image Thumbnailing," IEEE Signal Processing Letters, vol. 21, no. 8, pp. 957-961, Aug. 2014.

  17. Chanho Jung, Wonjun Kim, Seungwoo Yoo, and Changick Kim, "A Novel Monochromatic Cue for Detecting Regions of Visual Interest," Image and Vision Computing, vol. 32, no. 6-7, pp. 405-413, Jun.-Jul. 2014.

  18. Wonjun Kim and Changick Kim, "Spatiotemporal Saliency Detection Using Textural Contrast and Its Application," IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 4, pp. 646-659, Apr. 2014.

  19. Jaekwang Kim, Jaeho Lee, S. Han, D. Kim, J. Min, and Changick Kim, "A High Quality Depth Map Upsampling Method Robust to Misalignment of Depth and Color Boundaries," Journal of Signal Processing Systems, vol. 75, no. 1, pp. 23-37, Mar. 2014.

  20. Ilkoo Ahn and Changick Kim, "A Novel Depth-Based Virtual View Synthesis Method for Free Viewpoint Video," IEEE Transactions on Broadcastingvol. 59, no. 4, pp. 614-626, Dec. 2013. <Project page>

  21. Seungwoo Yoo and Changick Kim, "Background Subtraction using Hybrid Feature Coding in the Bag-of-features Framework," Pattern Recognition Lettersvol. 34, no. 16, pp. 2086-2093, Dec. 2013.

  22. Seungwoo Yoo, Wonjun Kim, and Changick Kim, "Saliency Combined Particle Filtering for Aircraft Tracking," Journal of Signal Processing Systemsonline published [DOI: 10.1007/s11265-013-0803-x], Jul. 2013.

  23. Jaeho Lee, Seungwoo Yoo, Changick Kim, and B. Vasudev, "Estimating Scene-Oriented Pseudo Depth with Pictorial Depth Cues," IEEE Transactions on Broadcasting, vol. 59, no. 2, pp. 238-250, Jun. 2013.

  24. Wonjun Kim and Changick Kim, "Active Contours Driven by the Salient Edge Energy Model," IEEE Transactions on Image Processing, vol. 22, no. 4, pp. 1667-1673, Apr. 2013.

  25. Wonjun Kim and Changick Kim, "Total Variation Flow-Based Multiscale Framework for Unsupervised Surface Defect Segmentation," Optical Engineeringvol. 51, no. 12, pp. 127201-127201, Dec. 2012.

  26. Chanho Jung and Changick Kim, "Real-Time Estimation of 3D Scene Geometry from a Single Image," Pattern Recognition, vol. 45, no. 9, pp. 3256-3269, Sep. 2012.

  27. Wonjun Kim and Changick Kim, "Saliency Detection via Textural Contrast," Optics Letters, vol. 37, no. 9, pp. 1550-1552, May 2012.

  28. Jaeho Lee, Chanho Jung, Changick Kim, and A. Said, "Content Based Pseudoscopic View Detection," Journal of Signal Processing Systems, vol. 68, no. 2, pp. 261-271, May 2012.

  29. Chanho Jung and Changick Kim, "A Unified Spectral-domain Approach for Saliency Detection and Its Application to Automatic Object Segmentation," IEEE Transactions on Image Processing, vol. 21, no. 3, pp. 1272-1283, Mar. 2012.

  30. Wonjun Kim and Changick Kim, "Background Subtraction for Dynamic Texture Scenes Using Fuzzy Color Histograms," IEEE Signal Processing Lettersvol. 19, no. 3, pp. 127-130, Mar. 2012.

  31. Chanho Jung, Wonjun Kim, and Changick Kim, "Gradient Domain Statistical Image-Importance Model for Content-Aware Image resizing," Optical Engineering, vol. 50, no. 12, pp. 1-13, Dec. 2011.

  32. Chanho Jung, Wonjun Kim, and Changick Kim, "Detecting Shadows from a Single Image," Optics Letters, vol. 36, no. 22, pp. 4428-4430, Nov. 2011.

  33. Wonjun Kim and Changick Kim, "A Texture-Aware Salient Edge Model for Image Retargeting," IEEE Signal Processing Letters, vol. 18, no. 11, pp. 631-634, Nov. 2011.

  34. Hyun Lee, G. Um and Changick Kim, "A Portable, Seamless 3D Display without Glasses," 26 Aug. 2011, SPIE NewsroomDOI: 10.1117 / 2.1201108.003818.

  35. Wonjun Kim, Chanho Jung, and Changick Kim, "Spatiotemporal Saliency Detection and Its Applications in Static and Dynamic Scenes," IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 4, pp. 446-456, Apr. 2011.

  36. Chanho Jung and Changick Kim, "Segmenting Clustered Nuclei Using H-minima Transform Based Marker Extraction and Contour Parameterization," IEEE 
    Transactions on Biomedical Engineering
    , vol. 57, no. 10, pp. 2600-2604, Oct. 2010.

  37. Chanho Jung, Changick Kim, S. W. Chae, and S. Oh, "Unsupervised Segmentation of Overlapped Nuclei Using Bayesian Classification," IEEE Transactions on Biomedical Engineeringvol.57, no.12, pp.2825-2832, Dec. 2010.

  38. Wonjun Kim, Jaeho Lee, Minjin Kim, Daeyoung Oh, and Changick Kim, "Human Action Recognition Using Ordinal Measure of Accumulated Motion," EURASIP Journal on Advances in Signal Processing, vol. 2010, Article ID 219190, 11 pages, 2010. DOI: 10.1155 / 2010 / 219190.

  39. Wonjun Kim, Jimin Park, and Changick Kim, "A Novel Method for Efficient Indoor-Outdoor Image Classification," Journal of Signal Processing Systemsvol. 61, no. 3, pp. 251-258, Feb. 2010.

  40. Wonjun Kim and Changick Kim, "A New Approach for Overlay Text Detection and Extraction from Complex Video Scene," IEEE Transactions on Image Processing, vol. 18, no. 2, pp. 401-411, Feb. 2009.

  41. Ilkoo Ahn,Youngwoo Kim, and Changick Kim, "Customizing Ground Color to Deliver Better Viewing Experience of Soccer Video," ETRI Journal, vol. 30, no. 1, pp. 101-112, Feb. 2008.

  42. Keewon Seo, Jaeseung Ko, Ilkoo Ahn and Changick Kim, "An Intelligent Display Scheme of Soccer Video for Mobile Devices," IEEE Transactions on Circuits and Systems for Video Technology, vol. 17, no. 10, pp. 1395-1401, Oct. 2007.

  43. Changick Kim, Jungwoo Park, Jaeho Lee, and J.-N. Hwang, "Fast Extraction of Objects of Interest from Images with Low Depth of Field," ETRI Journalvol. 29, no. 3, pp. 353-362, Jun. 2007.

  44. Changick Kim, "Intelligent video display can improve visual detail and quality on mobile devices," SPIE Newsroom, Nov. 2006. (News article)

  45. Changick Kim, "Segmenting Low Depth-of-Field Image Using Morphological Filters and Region Merging," IEEE Transactions on Image Processingvol. 14, no. 10, pp. 1503-1511, Oct. 2005.

  46. Changick Kim and B. Vasudev, "Spatiotemporal Sequence Matching for Efficient Video Copy Detection," IEEE Transactions on Circuits and Systems for Video Technology, vol. 15, no. 1, pp. 127-132, Jan. 2005.

  47. Changick  Kim, "Content-Based Image Copy Detection," Signal Processing: Image Communication, Vol. 18, no. 3, pp. 169-184, Mar. 2003.

  48. Changick  Kim and J.-N. Hwang, "Object-Based Video Abstraction for Video Surveillance Systems," IEEE Transactions on Circuits and Systems for Video Technology, vol. 12, no. 12, pp. 1128-1138, Dec. 2002.

  49. Changick  Kim, "Adaptive Post-filtering for Reducing Blocking and Ringing Artifacts in Low Bit-rate Video Coding," Signal Processing: Image Communication, vol. 17, no. 7, pp. 525-535, Aug. 2002.

  50. Changick  Kim and J.-N. Hwang, "Fast and Automatic Video Object Segmentation and Tracking for Content-Based Applications," IEEE Transactions on Circuits and Systems for Video Technology, vol. 12, no. 2, pp. 122-129, Feb. 2002.

  51. Changick  Kim and J.-N. Hwang, "Video Object Extraction for Object-Oriented Applications," Journal of VLSI Signal Processing-Systems for Signal, Image, and Video Technology, Special Issue on Multimedia Signal Processing, vol. 29, no. 1/2, pp. 7-21, Aug. 2001.

  52. H. Jeong and Changick Kim, "Adaptive Determination of Filter Scales for Edge Detection," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 14, no. 5, pp. 579-585, May 1992.