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International Publications

International Journal

  1. Sungho Kim, In So Kweon, "Robust Model-based Scene Interpretation by Multilayered Context Information", Computer Vision and Image Understanding (CVIU), 105(3):167-187, 2007.

  2. Sungho Kim, In So Kweon, "Simultaneous Place and Object Recognition using Collaborative Context Information", Image and Vision Computing (IVC), 27(6): 824-833, 2009.

  3. Sungho Kim, In So Kweon, “Scalable Representation for 3D Object Recogntion using Feature Sharing and View Clustering”, Pattern Recognition (PR), Volume 41 , Issue 2, pp. 754-773,, February 2008.

  4. Sungho Kim, Kuk-Jin Yoon, In So Kweon, “Object Recognition using a Generalized Robust Invariant Feature and Gestalt’s law of Proximity and Similarity”, Pattern Recognition (PR), Volume 41, Issue 2, pp. 726-741, February 2008.

  5. Gijeong Jang, Sungho Kim, Inso Kweon, "Single-Camera Panoramic Stereo System with Single-Viewpoint Optics”, Optics Letters, 31(1):41-43, 2006.

  6. Sungho Kim, Gijeong Jang, Wang-heon Lee and In So Kweon, “Combined Model-based 3D Object Recognition”, International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), 19(7):839-852, 2005.

  7. Sungho Kim, In So Kweon, “Automatic Model-based 3D Object Recognition by Combining Feature Matching with Tracking”, Machine Vision and Applications (MVA),  16(5):267-272, 2005.

  8. Sungho Kim, Gijeong Jang, In So Kweon, "An Effective 3D Target Recognition Imitating Robust Methods of Human Visual System", Pattern Analysis and Applications (PAA), 8(3):211-226, 2005.

  9. Sungho Kim, In So Kweon, “3D Target Recognition using Cooperative Feature Map Binding under Markov Chain Monte Carlo”, Pattern Recognition Letters (PRL), 27 (7): 811-821, 2006.

  10. Sungho Kim, In So Kweon, “Biologically Motivated Perceptual Feature: Generalized Invariant Feature”, LNCS 3852:305-314 (ACCV’06), 2006.

  11. Sungho Kim, In So Kweon, “Scalable Representation and Learning for 3D Object Recognition using Shared Feature-based View Clustering”, LNCS 3852:561-570 (ACCV’06), 2006.

  12. Sungho Kim, In So Kweon, “Scene Interpretation: Unified Modeling of Visual Context by Particle-based Belief Propagation in Hierarchical Graphical Model”, LNCS 3852:963-972 (ACCV’06), 2006.

  13. Sungho Kim, Yukyung Yang, Joohyoung Lee, “Robust detection of horizontal small targets using synergistic spatial filtering”, Electronics Letters (EL), 45(12):620-621, 2009.

  14. Sungho Kim, Yukyung Yang, Joohyoung Lee, Yongchan Park, “Small Target Detection Utilizing Robust Methods of the Human Visual System for IRST”, Journal of Infrared Millimeter and Terahertz Waves (IRMMWTHz), 30(9):994-1011, 2009.

  15. Sungho Kim, Yukyung Yang, Byungin Choi, “Realistic infrared sequence generation by physics-based infrared target modeling for infrared search and track”, Optical Engineering, 49(11):1-7, 116401, 2010.

  16. Sungho Kim, “Robust Object Categorization and Segmentation Motivated by Visual Contexts in the Human Visual System”, EURASIP Journal on Advances in Signal Processing, Vol. 2011, Article ID 102418, pp. 1-22, 2010.

  17. Sungho Kim, “Double Layered-Background Removal Filter for Detecting Small Infrared Targets in Heterogenous Backgrounds”, Journal of Infrared, Millimeter, and Terahertz Waves, 32(1): 79-101, 2011.

  18. Sungho Kim, Joo-Hyoung Lee, “Robust scale invariant target detection using the scale-space theory and optimization for IRST”, Pattern Analysis and Applications”, 14(1): 57-66, 2011.

  19. Sungho Kim, “Min-local-LoG filter for detecting small targets in cluttered background”, Electronics Letters, 48(2): 105-106, 2011.

  20. Sungho Kim, Joohyoung Lee, "Scale invariant small target detection by optimizing signal-to-clutter ratio in heterogeneous background for infrared search and track", Pattern Recognition, 45(1): 393-406, 2012.

  21. Sungho Kim, "Robust Corner Detection by Image-Based Direct Curvature Field Estimation for Mobile Robot Navigation", International Journal of Advanced Robotic Systems, Vol. 9, No. 187, pp. 1-12, 2012.

  22. Sungho Kim, "Two-point correction and minimum filter-based nonuniformity correction for scan-based aerial infrared cameras", Optical Engineering, Vol. 51, No. 10, 106401, 2012.

  23. Sungho Kim, Soon Kwon, In So Kweon, "A Perceptual Visual Feature Extraction Method Achieved by Imitating V1 and V4 of the Human Visual System", Cognitive Computation, Published online (DOI 10.1007/s12559-012-9194-8), 2012.

  24. Sungho Kim, Sun-Gu Sun and Kyung-Tae Kim, " Highly efficient supersonic small infrared target detection using temporal contrast filter", Electronics Letters, Vol. 50, No. 2, pp. 81-83, 2014.

  25. Sungho Kim, Sun-Gu Sun and Kyung-Tae Kim, "Analysis of Infrared Signature Variation and Robust Filter-Based Supersonic Target Detection, The Scientific World Journal, Vol. 2014, pp. 1-17, 2014.

  26. Sungho Kim, Joohyoung Lee, "Small Infrared Target Detection by Region-Adaptive Clutter Rejection for Sea-Based Infrared Search and Track", Sensors, Vol. 14, 2014.

  27. Sungho Kim, "Analysis of small infrared target features and learning-based false detection removal for infrared search and track", Pattern Analysis and Applications, Published online, 2013.

  28. Sungho Kim, "Unsupervised Spectral-Spatial Feature Selection-Based Camouflaged Object Detection Using VNIR Hyperspectral Camera", The Scientific World Journal, 2015, pp. 1-8, 2015.

  29. Sungho Kim, " High-Speed Incoming Infrared Target Detection by Fusion of Spatial and Temporal Detectors", Sensors, 2015, pp. 7267-7293, 2015.

  30. Sungho Kim and Min-Sheob Shim, " Biologically Motivated Novel Localization Paradigm by High-Level Multiple Object Recognition in Panoramic Images", The Scientific World Journal, 2015, pp. 1-15, 2015.

  31. Sungho Kim, " Sea-Based Infrared Scene Interpretation by Background Type Classification and Coastal Region Detection for Small Target Detection", Sensor, 2015, pp. 24487-24513, 2015.

  32. Sungho Kim and Kyung-Tae Kim, "Adjacent Infrared Multitarget Detection Using Robust Background Estimation", Journal of Sensors, Vol. 2016, pp. 1-10, 2016.

  33. Heekang Kim, Soon Kwon, and Sungho Kim, "Hyperspectral Image-Based Night-Time Vehicle Light Detection Using Spectral Normalization and Distance Mapper for Intelligent Headlight Control", Sensors, 16(7), 1058, 1-15, 2016.

  34. Sungho Kim, Woo-Jin Song and So-Hyun Kim, “Robust Ground Target Detection by SAR and IR Sensor Fusion Using Adaboost-Based Feature Selection”, Sensors, 16(7), 1117, 1-27, 2016.

  35. Sungho Kim, Heekang Kim, “Hyperspectral image-based analysis of weathering sensitivity forsafety diagnosis of Seongsan Ilchulbong Peak”, International Journal of Applied Earth Observation and Geoinformation, 52, 485–501, 2016.

  36. Sungho Kim, Jin-Ju Won, “Closely Spaced Target Detection using Intensity Sorting-based Context Awareness”, J Electr Eng Technol 11(6): 1839-1845, 2016.

  37. Sungho Kim, “Infrared variation reduction by simultaneous background suppression and target contrast enhancement for deep convolutional neural networkbased automatic target recognition”, Optical Engineering, 56(6), 063108, 2017.

  38. Sungho Kim, Woo-Jin Song and So-Hyun Kim, “Double Weight-Based SAR and Infrared Sensor Fusion for Automatic Ground Target Recognition with Deep Learning”, Remote Sensing, 10(1):1-24, 2018.

  39. Sohyun Kim, Gwang-Il Jang, Sungho Kim, and Junmo Kim, “Computationally Efficient Automatic Coast Mode Target Tracking Based on Occlusion Awareness in Infrared Images”, Sensors, 18(4):996, 2019.

  40. Taehwan Kim, Sungho Kim, “Pedestrian detection at night time in FIR domain: Comprehensive study about temperature and brightness and new benchmark”, Pattern Recognition, 79(8):44-54, 2018.

  41. Sungho Kim , Jungho Kim, Jinyong Lee, and Junmo Ahn, “Midwave FTIR-Based Remote Surface Temperature Estimation Using a Deep Convolutional Neural Network in a Dynamic Weather Environment”, Micromachines, 9(10):495, 2018.

  42. Junhwan Ryu and Sungho Kim, “Chinese Character Boxes: Single Shot Detector Network for Chinese Character Detection”, Applied Sciences, 9(2):315, 2019.

  43. Sungho Kim , Jungho Kim, Jinyong Lee, and Junmo Ahn, “AS-CRI: A New Metric of FTIR-Based Apparent Spectral-Contrast Radiant Intensity for Remote Thermal Signature Analysis”, Remote Sensing, 11(7):777, 2019.

  44. Junhwan Ryu and Sungho Kim, "Heterogeneous Gray-Temperature Fusion-Based Deep Learning Architecture for Far Infrared Small Target Detection", Journal of Sensors, vol. 2019, Article ID 4658068, 2019.

  45. Sungmin Yun and Sungho Kim, "TIR-MS: Thermal Infrared Mean-Shift for Robust Pedestrian Head Tracking in Dynamic Target and Background variations", Applied Sciences, 2019, 9, 3015, 2019.

  46. Sungho Kim, Jungsub Shin, Joonmo Ahn, and Sunho Kim, "Extremely Robust Remote-Target Detection Based on Carbon Dioxide-Double Spikes in Midwave Spectral Imaging", Sensors, 20, 2896, 2020.

  47. Sungho Kim, "Novel Air Temperature Measurement Using Midwave Hyperspectral Fourier Transform Infrared Imaging in the Carbon Dioxide Absorption Band", Remote Sensing, 12, 1860, 2020.

  48. Ikhwan Song and Sungho Kim, "AVILNet: A New Pliable Network with a Novel Metric for Small-Object Segmentation and Detection in Infrared Images", Remote Sensing, 13, 555, 2021.

  49. Sungho Kim, Jungsub Shin and Sunho Kim, "AT2ES: Simultaneous Atmospheric Transmittance-Temperature-Emissivity Separation Using Online Upper Midwave Infrared Hyperspectral Images", Remote Sensing, 13, 1249, 2021.

  50. Jongchan Kim and Sungho Kim, "Temperature Estimation Adaptive to Variables over Distance Using Infrared–LiDAR", Applied Sciences, 11, 4063, 2021.

  51. Manar Alnaasan and Sungho Kim, "FAN-MCCD: Fast and Accurate Network for Multi-Scale Chinese Character Detection", Sensors, 21, 7289, 2021.

  52. Munhyeong Kim, Jongmin Jeong and Sungho Kim, "ECAP-YOLO: Efficient Channel Attention Pyramid YOLO for Small Object Detection in Aerial Image", Remote Sensing, 13, 4851, 2021.

  53. INHO PARK, JONGMIN JEONG, AND SUNGHO KIM, "Accent for Visible and Infrared Registration (AVIR): Attention Block for Increasing Patch Matching Rate Through Edge Emphasis INHO", IEEE Access, 9: 160661-160674, 2021.

  54. Byungjin Kang, Inho Park, Changmin Ok and Sungho Kim, "ODPA-CNN: One Dimensional Parallel Atrous Convolution Neural Network for Band-Selective Hyperspectral Image Classification", Applied Sciences, 12, 174, 2021.

  55. Junhwan Ryu; Jongchan Kim; Heegon Kim; Sungho Kim. Multispectral interaction convolutional neural network for pedestrian detection. Computer Vision and Image Understanding 2022 .

  56. Sungho Kim; Jungsub Shin. AS-polRI: Analysis of apparent spectral polarization radiant intensity in the midwave infrared band for man-made object detection. Infrared Physics & Technology 2022, 127 .

  57. Ohtae Jang; Sangho Jo; Sungho Kim. Deriving Controllable Local optimal Solutions through an Environment Parameter Fixed Algorithm (EPFA-CLS). 2023 .

  58. Manar Alnaasan; Sungho Kim. Handwritten Multi-Scale Chinese Character Detector with Blended Region Attention Features and Light-Weighted Learning. Sensors 2023, 23, 2305 .

  59. Jang, O.; Jo, S.; Kim, S. Deriving Controllable Local Optimal Solutions through an Environment Parameter Fixed Algorithm. Appl. Sci. 2023, 13, 7110. 

  60. Bhattacharyya, C.; Kim, S. Black Ice Classification with Hyperspectral Imaging and Deep Learning. Appl. Sci. 2023, 13, 11977. 

  61. Sangho Jo, Ohtae Jang, Chaitali Bhattacharyya, Minjun Kim, Taeseok Lee, Yewon Jang, Haekang Song, Hyukmin Kwon, Saebyeol Do, and Sungho Kim, "S-LIGHT: Synthetic Dataset for the Separation of Diffuse and Specular Reflection Images", Sensors (Basel). 2024 Apr 3;24(7):2286

  62. Manar Alnaasan, Wail Al Zoubi, Salh Alhammadi, Jee-Hyun Kang, Sungho Kim, Young Gun Ko, "Well-defined high entropy-metal nanoparticles: Detection of the multi-element particles by deep learning", Journal of Energy Chemistry, Vol. 98, 2024, (262-273).

International Conference

  1. Kuk-jin Yoon, Gi-jeong Jang, Sung-ho Kim, In-so Kweon, "Fast Landmark Tracking and Localization Algorithm for the Mobile Self-localization", IFAC Workshop on Mobile Robot Technology, May 20-30, 2001, Jejudo Island , Korea, pp190-195

  2. Gijeong Jang, Sungho Kim, Inso Kweon, “Landmark-based Localization for Indoor Mobile Robots”, 3rd International Workshop on Human-friendly Welfare Robotic Systems, Jan 2002, Daejon, Korea. PP27-32

  3. Gijeong Jang, Sungho Kim, Wangheon Lee, Inso Kweon, “Color Landmark Based Self-Localization for Indoor Mobile Robots”, International Conference on Robotics & Automation (ICRA), May 11-15 2002, Washington, DC, USA, pp1032-1042

  4. Gijeong Jang, Sungho Kim, Wangheun Lee, In so,Kweon, “Self-Localization of Indoor Mobile Robots using Sonar and Color Landmarks”, International Workshop on Intelligent Robots, April 27, 2002, Hanyang Univ. Korea

  5. Sung-Ho Kim, In-Cheol Kim, In-So Kweon, “Probabilistic Model-based Object Recognition Using Local Zernike Moments”, IAPR workshop on Machine Vision Applications, Dec. 11-14, 2002, Nara-ken New Public Hall, Nara, Japan.

  6. Gijeong Jang, Sungho Kim, Wangheon Lee, Inso Kweon, “Robust Self-localization of Mobile Robots using Artificial and Natural Landmarks”, Preceedings 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation(CIRA), July 16-20, Kobe, Japan, 2003.

  7. Sungho Kim, Inso Kweon, Incheol Kim, “Robust Model-based 3D Object Recognition by Combining Feature Matching with Tracking”, IEEE International Conference on Robotics and Automation, (ICRA) Sept. 14-19, Taipei, Taiwan, 2003.

  8. Sungho Kim, Gi-Jeong Jang, Wang-heon Lee and In So Kweon, “How Human Visual Systems Recognize Objects -A Novel Computational Model”, IEEE 17th International Conference on Pattern Recognition (ICPR), Cambridge, United Kingdom, 23-26 August, 2004. pp. 61-64

  9. Sungho Kim, Zhe Lin, Wnag-heon Lee, In So Kweon, “3D Object Recognition System based on the Robust Properties of Human Visual System”, The 1st International Conference on Ubiquitous Robots and Ambient Intelligence, COEX, Seoul, Korea, 1-3 December, 2004. pp.250-256

  10. Zhe Lin, Sungho Kim, Wang-Heon Lee, In So Kweon, “Robust Invariant Feature Extraction for Object Recognition and Natural Landmark based Autonomous Navigation”, The 1st International Conference on Ubiquitous Robots and Ambient Intelligence, COEX, Seoul, Korea, 1-3 December, 2004. pp.78-84

  11.  Sungho Kim, In So Kweon, "Combined Model-based 3D Object Recognition", The 3rd Tsinghua-KAIST Joint Workshop on Pattern Recognition, Tsinghua Univ. Beijing, China, Dec. 16-17 2004. pp. 92-103.

  12. Sungho Kim, Zhe Lin, In So Kweon, “Hierarchical Visual Context-based Object Recognition”, 1st International Joint Workshop of KAIST-RCV and U.Tokyo- Ikeuchi Lab. on Robust Vision Technology, KAIST, Daejeon, Korea, April 26-27 2005.

  13. Zhe Lin, Sungho Kim, In So Kweon, "Robust Invariant Features for Object Recognition and Mobile Robot Navigation", 9th IAPR workshop on Machine Vision Applications, May 16-18, 2005, Tsukuba Science City, Japan, pp. 55-58.

  14. Gijeong Jang, Jun-Sik Kim, Sungho Kim, and Inso Kweon, "PR-SLAM in Particle Filter Framework", Proceeding of the 6th IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIRA), Espoo, Finland, June 27-30, 2005

  15. Gijeong Jang, Sungho Kim, Jeongho Kim, and In So Kweon, “Metric Localization using a Single Artificial Landmark for Indoor Mobile Robots”, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Edmonton, Canada, 2-6 August, 2005, pp. 412-417.

  16. Zhe Lin, Sungho Kim, and In So Kweon, “Recognition-based Indoor Topological Navigation using Robust Invariant Features”, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Edmonton, Canada, 2-6 August, 2005.

  17. Sungho Kim, In So Kweon, "Hierarchical Context-based 3D Object Recognition for Scene Interpretation", The 4th  KAIST- Tsinghua Joint Workshop on Pattern Recognition, KAIST, Korea, Sept. 2 2005. pp. 15-30.

  18. Gijeong Jang, Sungho Kim, Inso Kweon, "Single Camera Catadioptric Stereo System", ICCV2005 Workshop: The 6th Workshop on Omnidirectional Vision, Camera Networks and Non-classical cameras (OMNIVIS2005), Beijing, China, 21 Oct., 2005.

  19. Sungho Kim, In So Kweon, “Visual Context-based Scene Interpretation in Indoor Environment”, The 2nd International Conference on Ubiquitous Robots and Ambient Intelligence, KAIST, Daejeon, Korea, 2-6, November 2005. pp. 341-346.

  20. Sungho Kim, In So Kweon, “Model-based Video Interpretation using Static and Temporal Context”, The 12th Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV), Tokushima, Japan, 2-3, February 2006.

  21. Sungho Kim, Kuk-Jin Yoon and In So Kweon, "Object Recognition using Generalized Robust Invariant Feature and Gestalt Law of Proximity and Similarity", 5th IEEE Workshop on Perceptual Organization in Computer Vision (in conjunction with CVPR’06) (POCV), New York, NY, 17-22 June, 2006.

  22. Sungho Kim, Kuk-Jin Yoon and In So Kweon, “Background Robust Object Labeling by Voting of Weight-Aggregated Local Features”, 18th International Conference on Pattern Recognition (ICPR), Hong Kong, 20-24, Aug. 2006.

  23. Sungho Kim, In So Kweon, “Simultaneous Classification and Visual Word Selection using Entropy-based Minimum Description Length”, 18th International Conference on Pattern Recognition (ICPR), Hong Kong, 20-24, Aug. 2006.

  24. Sungho Kim, In So Kweon, “Multi-Modal Sequential Monte Carlo for On-Line Hierarchical Graph Structure Estimation in Model-based Scene Interpretation”, 18th International Conference on Pattern Recognition (ICPR), Hong Kong, 20-24, Aug. 2006.

  25. Sungho Kim and In So Kweon, "Synergistic Place and Object Recognition using Bidirectional Context Information", 17th British Machine Vision Conference (BMVC’06), Edinburgh, UK, 4-7 Sept., 2006, pp. 629-638.

  26.  Sungho Kim, Ouk Choi, In So Kweon, “Place and Object Recognition using Bidirectional Context Information in Video”, 2nd International Joint Workshop of KAIST-RCV and U.Tokyo- Ikeuchi Lab. on Robust Vision Technology, Institute of Industrial Science University of Tokyo, Japan, July 22-23 2006.

  27.  Sungho Kim, In So Kweon, “Visual Context-based Object Categorization and Segmentation Robust to Background Clutter”, The 13th Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV), 2007.

  28. Sungho Kim, In So Kweon, “Object Categorization Robust to Surface Markings using Entropy-guided Codebook”, IEEE Workshop on Applications of Computer Vision (WACV), Austin, Texas, USA, Feb. 21-22, 2007.

  29. Sungho Kim, In So Kweon, and Chil-Woo Lee, “Visual Categorization Robust to Large Intra-Class Variations using Entropy-guided Codebook”, 2007 IEEE International Conference on Robotics and Automation (ICRA07), Roma, Italy, 10-14 April 2007.

  30. Sungho Kim, Yukyung Yang, Joohyoung Lee, and Yongchan Park, “Robust Scale Invariant Small Target Detection using the Laplacian Scale-Space Theory”, SPIE Defense and Security, Orlando FL., 2008.

  31. Byungin Choi, Sanghoon Nam, Jungsu Youn, Yukyung Yang, Sungho Kim, “A novel clustering method using weighted sub-sampling for an infrared search and track system”, SPIE Defense and Security, Orlando FL., 2009.

  32. Wonkyum Lee, Joohwan Chun, Byuing In Choi, Yukyung Yang, Sungho Kim, “Hybrid Real-Time Tracking of Non-Rigid Objects Under Occlusions”, SPIE Defense and Security, Orlando FL., 2009.

  33. Sungho Kim, Yukyung Yang, and Joohyoung Lee, “Robust Horizontal Target Detection with Cooperative Spatial Filtering”, The 34th International Conference on Infrared, Millimeter, and Terahertz Waves, Busan, 21-25 Sept. 2009.

  34. Yukyung Yang, Sungho Kim, and Yongchan Park, “Clutter Reduction using Track Classification and Clutter Map Generation” The 34th International Conference on Infrared, Millimeter, and Terahertz Waves, Busan, 21-25 Sept. 2009.

  35. Sungho Kim, In So Kweon, “Large Object Detection in Cluttered Background using Boosted Markov Chain Monte Carlo”, International Conference on Control, Automation, Robotics and Vision (ICARV10), Singapore, 7-10 Dec. 2010.

  36. Sungho Kim, Yukyung Yang, Joohyoung Lee, “Horizontal Small Target Detection with Cooperative Background Estimation and Removal Filters”, The 36th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, 22-27 May. 2011. pp. 1761-1764

  37. Sungho Kim, Taek Lyul Song, Byungin Choi, Boo-Hwan Lee, and Wang-Heon Lee, "Spatio-Temporal Filter Based Small Infrared Target Detection in highly Cluttered Sea Background", 11th International Conference on Control, Automation and Systems (ICCAS), Kintex, 26-29 Oct. 2011. pp. 1142-1146

  38. Sungho Kim, Chansu Lee, "Analysis of Japanese Drama using Emotional Speech Recognition", Jeongseon, 1-3 Feb. 2012, pp. 562-563

  39. Sungho Kim, Byungin Choi, Jieun Kim, Soon Kwon, and Kyung-Tae Kim, “Three plot correlation-based small infrared target detection in dense sun-glint environment for infrared search and track”, Proc. of SPIE, vol. 8393, 83930T, 2012 (SCOPUS).

  40. Sungho Kim, Soon Kwon, and Byungin Choi, "Robust Horizontal Line Detection and Tracking in Occluded Environment for Infrared Cameras", International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'12), Las Vegas, 2012. 7. 16-19.

  41. Sungho Kim, Chaehoon Park, Yukyung Choi, Soon Kwon and In So Kweon, "Feature point detection by combining advantages of intensity-based approach and edge-based approach", World Academy of Science, Engineering and Technology, Vol.  68, pp. 1242-1247,  2012 (SCOPUS).

  42. Sungho Kim, Min-Sheob Shim, Byungin Choi, Jieun Kim, and Yukyung Yang, "Image and Sensor LOS-based Automatic Horizontal Line Detection and Tracking for Infrared Search and Track", 2012 IEEE International Conference on Automation Science and Engineering (CASE), Seoul, Korea. August 20-24, 2012, pp. 714-719.

  43. Sungho Kim, "Target attribute-based false alarm rejection in small infrared target detection", Proc. of SPIE, Vol. 8537, 85370G-1, 2012 (SCOPUS).

  44. Sungho Kim, In So Kweon and Wang-Heon Lee, "Orientation based multi-scale corner detection for mobile robot application", 2012 12th International Conference on Control, Automation and Systems Oct. 17-21, 2012 in ICC, Jeju Island, Korea, 2012, pp. 466-468 (SCOPUS).

  45. Min-Sheob Shim, Sungho Kim, "Objects Classification Using Hyperspectral Image", 2012 Korea-Japan-China International Workshop, pp. 20-21, 2012.

  46. Ho-jun Seo, Uk-eob Park, Sungho Kim, Soon Kwon, "Human Body Extraction Using Kinect", 2012 Korea-Japan-China International Workshop, pp. 137-139, 2012.

  47. Sungho Kim and In So Kweon, "Omnidirectional Object Recognition Based Mobile Robot Localization", Lecture Notes in Electrical Engineering (LNEE), Vol. 240, pp. 975-981, 2013 (SCOPUS).

  48. Sungho Kim, Sun-Gu Sun, Soon Kwon, and Kyung-Tae Kim, "Robust coastal region detection method using image segmentation and sensor LOS information for infrared search and track", Proc. of SPIE, Vol. 8744, 87440D, 2013 (SCOPUS).

  49. Min-Sheob Shim, Sungho Kim, " Concealed target detection using Hyperspectral Imagers based on Intersection Kernel of SVM", Proc. of SPIE, Vol. 8743, 874325, 2013 (SCOPUS).

  50. Min-Sheob Shim, Sungho Kim, Jasoon Jang, "Material Classification using Hyperspectral Images (HSI) and LED Light", The 2nd International Conference on Advanced Electromaterials (ICAE), 2013.

  51. Sungho Kim, Kyung-Tae Kim, Sohyun Kim, " Infrared Small Target Discrimination using Sequential Forward Feature Selection with AUC Mettric", IEEE International Conference on Industrial Technology (ICIT), 2014.

  52. Sungho Kim, Kyung-Tae Kim, Sohyun Kim, "Variation Analysis of 24 Hour Winter Infrared Images for Small Target Detection", The 9th International Conference on Computer Science & Education (ICCSE), Aug. 22-24, Vnacouver, Canada, 2014.

  53. Sungho Kim, Min-Sheob Shim, "Cooperative spectral and spatial feature fusion for camouflaged target", Proc. of SPIE, 9472, 94721M, 2015.

  54. Yunji Lim, Sungho Kim, Yeongrae Job, Woo Jin Song, Sohyeon Kim, "BMVT-M based IR and SAR ground target detection", Proc. of SPIE, 9476, 947617, 2015.

  55. Sungho Kim, Soon Kwon, " Improvement of traffic sign recognition by accurate ROI refinement", 2015 15th International Conference on Control, Automation and Systems (ICCAS 2015), pp. 926-928, 2015.

  56. Heekang Kim and Sungho Kim, " Automated Target Detection using K-means based on Per-Norm for Invariant Illumination in Hyperspectral Image", The 12th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI 2015), pp. 570-572, 2015.

  57. Jin-Ju Won, Sungho Kim, Youngrea Cho, Woo-Jin Song, So-Hyun Kim, " Synthetic SAR/IR Database Generation for sensor fusion-based A.T.R.", The 12th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI 2015), pp. 421-424, 2015.

  58. Heekang Kim, Sungho Kim, “Per-Norm Based Automotive Headlamp Detection in Hypersepctral Image for Visible Light Communication”, International Journal of Computer and Electrical Engineering, 8(1), 12-21, 2016.

  59. Jin-Ju Won, Sungho Kim, “Rotation Invariant Automatic Infrared Target Recognition using G-Radon”, MATEC Web of Conferences 56, 02005, 2016.

  60. Sungho Kim, Heekang Kim, “Minimum Removal and Maximum Normalization of VNIR Hyperspectral Image for Shade and Specular Invariance”, Proc. of SPIE, 9840, 98401Z-1~98401Z-6, 2016.

  61. Taehwan Kim and Sungho Kim, “Sign language translation system using latent feature values of sign language images”, 2016 13th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), 228-233, 2016.

  62. Heekang Kim and Sungho Kim, “Band Selection for Plastic Classification using NIR Hyperspectral Image”, 16th International Conference on Control, Automation and Systems (ICCAS 2016), pp. 302-304, 2016.

  63. Taehwan Kim, Taehoon Kim, Minseok Son, Sungho Kim, Eunryung Lee, Masoud afrakhteh, and Miryong Park, “Pedestrian detection in the Radiometric Temperature based Far infrared Thermal images at Night time”, The First International Conference on Consumer Electronics (ICCE) Asia, pp. 477-478, 2016.

  64. Taehoon Kim and Sungho Kim, “Encoding with Discriminative Dictionary Obtained by Support Vector Machine for Pedestrian Detection”, The First International Conference on Consumer Electronics (ICCE) Asia, pp. 508-511, 2016.

  65. Taehwan Kim, Sungho Kim, “Remote Pedestrians Detection at Night-time in FIR Image using Contrast Filtering and Locally Projected Region-based CNN”, Proc. of SPIE, 10177, 101772G, 2017.

  66. Sungho Kim, “Infrared Variation Optimized Deep Convolutional Neural Network for Robust Automatic Ground Target Recognition”, IEEE CVPR Workshop, 195-202, 2017.

  67. M. S. Son, S. H. Kim, "Dempster-Shafer Theory-based CCD and IR Sensor Fusion for 24 Hour Pedestrian Detection", 12th International Symposium on Automotive Lighting (ISAL), pp. 97-103, 2017.

  68. Taehwan Kim, Sungho Kim*, Eunryung Lee, Miryong Park, "Comparative Analysis of RADAR-IR Sensor Fusion Methods for Object Detection", 17th International Conference on Control, Automation and Systems (ICCAS 2017), pp. 1576-1580, 2016.

  69. Junhwan Ryu, Sungho Kim, "Small infrared target detection by data-driven proposal and deep learning-based classification", Proc. of SPIE, vol. 10624, 106241J, 2018.

  70. Sungho Kim, Taehwan Kim, "RADIOMETRIC TEMPERATURE-BASED PEDESTRIAN DETECTION FOR 24 HOUR SURVEILLANCE", IEEE ICME, 2018.

  71. Junhwan Ryu and Sungho Kim, "Chinese character detection using modified Single Shot Multibox Detector", ICCAS, pp. 1313-1315, 2018.

  72. Jiyong Oh, Ki-Seok Kim, Miryong Park, and Sungho Kim, "A Comparative Study on Camera-Radar Calibration Methods", 2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV), pp. 1057-1062, 2018.

  73. Sungmin Yun and Sungho Kim, "Robust infrared target tracking using thermal information in Mean-Shift", Proc. of SPIE Vol. 10995, 1099509, 2019.

  74. Deokkyu Kim, Sungho Kim, "Extrinsic parameter calibration of 2D LiDAR-camera using edge matching and removal of infrared cut filter", Proc. SPIE, 11018, 110181B, 2019.

  75. Sungho Kim and Jungho Kim, Jinyong Lee, and Junmo Ahn, "Hyperspectral Remote Temperature Estimation Robust to Atmospheric Variation with Fourier Transform Infrared and Deep Learning", MLDM, 2019.

  76. Junhwan Ryu, Sungho Kim, "Feature Map Random Transfer-based Heterogeneous Data Fusion for Pedestrian Detection in Far IR Images", BMVC Workshop on Object Detection and Recognition for Security Screening, 2019.

  77. Deokkyu Kim and Sungho Kim, "Extrinsic parameter calibration of 2D radar-camera using point matching and generative optimization", ICCAS, 2019.

  78. Junhwan Ryu and Sungho Kim, "Feature Map Swap: Multispectral Data Fusion Method for Pedestrian Detection", ICCAS, pp. 319-323, 2019.

  79. Ikhwan Song and Sungho Kim, "Decomposition of Random Vector of GAN and Basis Vector Assembly for Chinese Character Generation", ICCAS, 2019.

  80. Sungmin Yun and Sungho kim, "Recurrent YOLO and LSTM-based IR single pedestrian tracking", ICCAS, 2019.

  81. Inho Park, Sungho Kim, “Performance Indicator Survey for Object Detection”, ICCAS, 2020.

  82. Kang, Byungjin, Kim, Sungho, Shin, Jungsub, Kim, Sun Ho, Kang, Byungjin, "Paint detection in shortwave and midwave hyperspectral using one dimensional CNN and guided grad-CAM band selection", Proc. of SPIE, 11727, 2021.

  83. Byungjin Kang and Sungho Kim, "Analysis of the influence of 3D-CNN on spatial random information in hyperspectral image classification", ICCAS, 2021.

  84. MunhyeongKim and SunghoKim, "YOLO based robotic grasping", ICCAS, 2021.

  85. Jongchan Kim, Inho Park and Sungho Kim, "A Fusion Framework for Multi-Spectral Pedestrian Detection using EfficientDet", ICCAS, 2021.

  86. Sangho Jo and Sungho Kim, "Hyperspectral Imaging labelling tool using preprocessing and edge detection", ICCAS, 2021.

  87. Haekang Song and Sungho Kim, "Explainable artificial intelligence (XAI): How to make image analysis deep learning models transparent", ICCAS, 2022.

  88. Ohtae Jang, Sangho jo and Sungho Kim, "A comparative survey on SAR image Segmentation using deep learning", ICCAS, 2022

  89. Seungeon Lee, Ohtae Jang, Wangheon Lee and Sungho Kim, "Comparative Analysis of IR-IR Image Matching Using Classical Techniques", ICCAS, 2022

  90. Donyung Kim and Sungho Kim, "Analyzing Angle detection in aerial image", ICCAS, 2022.

  91. Yeonha Shin and Sungho Kim, "Infrared Pedestrian Dataset Training using Swin Transformer model", ICCAS, 2022.

  92. Hyeokmin Kwon and Sungho Kim, "Trend Analysis of Registration Technology Between Infrared Images", ICCAS, 2022. 

  93. Seongryeong Lee and Sungho Kim. "ROI area that can increase SNR of non-contact heart rate measurement based on face image using 2D camera.", ICCAS, 2022

  94. Kim, MinJun, and Sungho Kim. "Adaptation of Synthetic SAR to Measured SAR Using Complex Value Conditional GAN." 2023 23rd International Conference on Control, Automation and Systems (ICCAS). IEEE, 2023.

  95. Firdiantika, Indah Monisa, and Sungho Kim. "One-Stage Infrared Ships Detection with Attention Mechanism." 2023 23rd International Conference on Control, Automation and Systems (ICCAS). IEEE, 2023.

  96. Kim, Donyung, and Sungho Kim. "Deep Learning based EO-LWIR Image Registration Obstacles: Survey." 2023 23rd International Conference on Control, Automation and Systems (ICCAS). IEEE, 2023.

  97. Do, Saebyeol, and Sungho Kim. "Technology Trend for Compression of Deep Learning Model Algorithm." 2023 23rd International Conference on Control, Automation and Systems (ICCAS). IEEE, 2023.

  98. Jeong, Changyeol, et al. "Advancements in Electro-Optical and Infrared Maritime Detection: A Survey." 2023 23rd International Conference on Control, Automation and Systems (ICCAS). IEEE, 2023.

  99. Song, Haekang, and Sungho Kim. "Exploring Object Detection Techniques in SAR Imagery: Addressing Limited Datasets and Leveraging Data Augmentation." 2023 23rd International Conference on Control, Automation and Systems (ICCAS). IEEE, 2023.

  100. Shin, Yeonha, and Sungho Kim. "Analysis of Technique Characteristics Based on YOLOv5 for Real-Time Small Object Detection." 2023 23rd International Conference on Control, Automation and Systems (ICCAS). IEEE, 2023.

  101. Lee, Seongryeong, and Sungho Kim. "Face Image-Based BVP Estimation Using a 2D Camera." 2023 23rd International Conference on Control, Automation and Systems (ICCAS). IEEE, 2023.

  102. Lee, Seungeon, and Sungho Kim. "Comparative Analysis of IR-IR Image Matching Applying the Deep Learning-Based Template Matching Techniques." 2023 23rd International Conference on Control, Automation and Systems (ICCAS). IEEE, 2023.

  103. Bhattacharyya, Chaitali, and Sungho Kim. "Survey and Performance Analysis on Point Cloud Classification Models." 2023 23rd International Conference on Control, Automation and Systems (ICCAS). IEEE, 2023.

  104. ​Shin, Yeonha, and Sungho Kim. "Attention Based Region Proposal and VITwice: Detection with Only VIT." 2024 International Conference on Electronics, Information, and Communication (ICEIC). IEEE, 2024.

  105. Kim, MinJun, and Sungho Kim. "Synthetic SAR data domain randomization for unseen SAR ATR." Algorithms for Synthetic Aperture Radar Imagery XXXI. Vol. 13032. SPIE, 2024.

  106. Donyung Kim, and Sungho Kim. "Generation of 3D LWIR thermal maps based on deep learning SLAM: feasibility and evaluation." Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications VI. Vol. 13051. SPIE, 2024.

  107. Seungeon Lee, Donyung Kim, Sungho Kim. "A deep learning-based template matching through other field of view infrared image pair for real-time mixed reality." Real-Time Image Processing and Deep Learning 2024. Vol. 13034. SPIE, 2024. 

  108. Seongryeong Lee, Sungho Kim, "ECG2GAN: An rPPG Signal Enhancement Model for Realistic Signal Generation", SPIE-OPTICS&PHOTONICS International Congress, 2024.

  109. Bhattacharyya, Chaitali, Sungho Kim, "Human Pose Estimation from Noisy Point Cloud Using Unsupervised Learning", SPIE-OPTICS&PHOTONICS International Congress, 2024.

  110. Seongryeong Lee, Sungho Kim, "RetinexPulse: Tough Remote Optical Volume Pulse Wave Measurement Technique in Various Illumination Environments", ICCAS, 2024.

  111. Saebyeol Do, Sungho Kim, "Unsupervised Learning for Classifying Real SAR Images from Synthetic SAR Images", ICCAS, 2024.

  112. Donyung Kim, Sungho Kim, "Compact Monocular Camera-Based Indoor Object Trajectory Extraction System for Enhanced Monitoring", ICCAS, 2024.

  113. Yewon Jang, Sungho Kim, "Estimating Emissivity Based on the Difference between Indoor Background Temperature and Target Temperature", ICCAS, 2024.

  114. Minjun Kim, Sungho Kim, "Real-Time High-Resolution SAR Imaging Using a Commercial W-Band Radar and Rail System", ICCAS, 2024.

  115. Jaeho Kim, Sungho Kim, "Non-Contact Respiratory Rate Estimation Using LWIR Camera", ICCAS, 2024.

  116. Haekang Song, Sungho Kim, "    XAI-Driven Domain Gap Analysis for Improved SAR Image Classification", ICCAS, 2024.
     

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