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 IEEE Transactions on Biomedical Engineering, May 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. W. A. Haque, S. Arefin, Muhammad Abul Hasan, and Changick Kim, "A Robust Ensemble of Convolutional Neural Networks for Traffic Sign Recognition," submitted to IEEE Transactions on Intelligent Transportation Systems, Nov. 2016.

  6. 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.

  7. 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. https://drive.google.com/file/d/0B-w77oL98-9pN3c1Ny1KT2tfT3M/view?usp=sharing
     
  8. 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.

  9. Hyunjun Eun and Changick Kim, "Superpixel-Guided Adaptive Image Smoothing,"  IEEE Signal Processing Letters, vol. 23, no. 12, Dec. 2016. https://drive.google.com/open?id=0B-w77oL98-9pQXpfSXdIMFl3WGs <Supplementary Material> 

  10. 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. https://drive.google.com/open?id=0B-w77oL98-9pQWlWSDd2ZWFDSkU 

  11. 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. https://drive.google.com/open?id=0B-w77oL98-9pRDJLVkstUzQwWVE 

  12. 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. https://drive.google.com/open?id=0B-w77oL98-9pbDZsbWxsdi0tM00 

  13. 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. https://drive.google.com/open?id=0B-w77oL98-9pZlpsc2NWc29VTTA

  14. 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. https://drive.google.com/open?id=0B-w77oL98-9paURmNG1CZTdEWHM     
       
  15. 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. https://drive.google.com/open?id=0B-w77oL98-9pdUx1LUJZVGRyYVk  

  16. 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. https://drive.google.com/file/d/0B-w77oL98-9pczBUak1ERDhjMUU/edit?usp=sharing
                                         
  17. 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. https://drive.google.com/file/d/0B-w77oL98-9pTnZyUlhGaUNPX1k/edit?usp=sharing

  18. 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. https://drive.google.com/file/d/0B-w77oL98-9pa2FoTUxWQllndUk/edit?usp=sharing

  19. 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. https://drive.google.com/file/d/0B-w77oL98-9pSWtSbEQzOFp6M3c/edit?usp=sharing

  20. 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. https://drive.google.com/file/d/0B-w77oL98-9pcTV5bFh4UmNGeFk/edit?usp=sharing

  21. 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. https://drive.google.com/file/d/0B-w77oL98-9pNDVKN3VkNG9uNUk/edit?usp=sharing <Project page>

  22. 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. https://drive.google.com/file/d/0B-w77oL98-9pZzd0c0pyU2VYQk0/edit?usp=sharing

  23. 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. https://drive.google.com/file/d/0B-w77oL98-9pSkRqM19tZUpNV2M/edit?usp=sharing

  24. 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. https://drive.google.com/file/d/0B-w77oL98-9pQ2hWSWhQRFRBcTA/edit?usp=sharing

  25. 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. https://drive.google.com/file/d/0B-w77oL98-9pMGJ1YmFTRzRNOFU/edit?usp=sharing

  26. 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. https://drive.google.com/file/d/0B-w77oL98-9pQ3hpQlBiNk03Z2s/edit?usp=sharing

  27. 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. https://drive.google.com/file/d/0B-w77oL98-9pSzJGaWNfVXIwN0E/edit?usp=sharing

  28. Wonjun Kim and Changick Kim, "Saliency Detection via Textural Contrast," Optics Letters, vol. 37, no. 9, pp. 1550-1552, May 2012. https://drive.google.com/file/d/0B-w77oL98-9pcXBNVmtaWUFQWjA/edit?usp=sharing

  29. 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. https://drive.google.com/file/d/0B-w77oL98-9pZ3I1bXZyUUxiUTg/edit?usp=sharing

  30. 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. https://drive.google.com/file/d/0B-w77oL98-9pLUJaYUp1MUVSazA/edit?usp=sharing

  31. 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. https://drive.google.com/file/d/0B-w77oL98-9pOEpvbldJZ1lBV1k/edit?usp=sharing

  32. 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. https://drive.google.com/file/d/0B-w77oL98-9pRE1WVGt6MlBuRjA/edit?usp=sharing

  33. Chanho Jung, Wonjun Kim, and Changick Kim, "Detecting Shadows from a Single Image," Optics Letters, vol. 36, no. 22, pp. 4428-4430, Nov. 2011. https://drive.google.com/file/d/0B-w77oL98-9pN2ZvMnBqMVBkNk0/edit?usp=sharing

  34. 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. https://drive.google.com/file/d/0B-w77oL98-9pZzZoTjRobnA3QzQ/edit?usp=sharing

  35. Hyun Lee, G. Um and Changick Kim, "A Portable, Seamless 3D Display without Glasses," 26 Aug. 2011, SPIE NewsroomDOI: 10.1117 / 2.1201108.003818. https://drive.google.com/file/d/0B-w77oL98-9pMmpOcWRZNExscXc/edit?usp=sharing

  36. 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. https://drive.google.com/file/d/0B-w77oL98-9pYk5vWFpqbzlDSTQ/edit?usp=sharing

  37. 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. https://drive.google.com/file/d/0B-w77oL98-9pcFdEUU1JdnZLZjA/edit?usp=sharing

  38. 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. https://drive.google.com/file/d/0B-w77oL98-9pbkdmeW1HUW9EdWs/edit?usp=sharing

  39. 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. https://drive.google.com/file/d/0B-w77oL98-9pTXdYektiUlVyZUE/edit?usp=sharing

  40. 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. https://drive.google.com/file/d/0B-w77oL98-9pdEdsVDNncVc4dEU/edit?usp=sharing

  41. 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. https://drive.google.com/file/d/0B-w77oL98-9pVllnUnM5RXNMY0k/edit?usp=sharing

  42. 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. https://drive.google.com/file/d/0B-w77oL98-9pV3ZUR1hSODcyUzA/edit?usp=sharing

  43. 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. https://drive.google.com/file/d/0B-w77oL98-9pSWN2NktCa1dpN0k/edit?usp=sharing

  44. 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. https://drive.google.com/file/d/0B-w77oL98-9pRmcxdi1NQXJxZ1U/edit?usp=sharing

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

  46. 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. https://drive.google.com/file/d/0B-w77oL98-9pb2pMeWZpeVdCZms/edit?usp=sharing

  47. 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. https://drive.google.com/file/d/0B-w77oL98-9pWEh4U2wzQ0NTdHM/edit?usp=sharing

  48. Changick  Kim, "Content-Based Image Copy Detection," Signal Processing: Image Communication, Vol. 18, no. 3, pp. 169-184, Mar. 2003. https://drive.google.com/file/d/0B-w77oL98-9pc0JOTXFmcjRPTk0/edit?usp=sharing

  49. 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. https://drive.google.com/file/d/0B-w77oL98-9pM1VadEtCM1UtMjQ/edit?usp=sharing

  50. 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. https://drive.google.com/file/d/0B-w77oL98-9pRVpuSTQzUGlaVHc/edit?usp=sharing

  51. 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. https://drive.google.com/file/d/0B-w77oL98-9pTDEtM3NCLVgwQmM/edit?usp=sharing

  52. 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. https://drive.google.com/file/d/0B-w77oL98-9pMGdsZjh1R0FVbFU/edit?usp=sharing

  53. 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. https://drive.google.com/file/d/0B-w77oL98-9pZ3plN1YtQ1NFa1E/edit?usp=sharing