Publications

Journal papers:

  • Y. Liu, K. R. Vijayanagar, and J. Kim, "Variable block-size compressed sensing for depth map coding," Multimedia Tools and Applications, 2019.
  • C. Zhang and J. Kim, "Multi-scale pedestrian detection using skip pooling and recurrent convolution," Multimedia Tools and Applications, 2018.
  • Y. Liu, D. A. Pados, J. Kim, and C. Zhang, "Reconstruction of compressed-sensed video with disparity and motion compensated total variation minimization," IEEE Transactions on Circuits and Systems Video Technology, vol. 28, no. 6, pp. 1288-1302, Jan. 2017.
  • M. Loghman and J. Kim, "Fast depth estimation using semi-global matching and adaptive stripe-based optimization," Journal of Supercomputing, 2016.
  • K. R. Vijayanagar, M. Loghman, and J. Kim, "Real-time refinement of Kinect depth maps using multi-resolution anisotropic diffusion," Mobile Networks and Applications, vol. 19, no. 3, pp. 414-425, Jun. 2014.
  • W. Liu, K. R. Vijayanagar, and J. Kim, "Side information generation for distributed video coding using spatio-temporal joint bilateral up-sampling," International Journal of Distributed Sensor Networks, vol. 2014, pp. 1-8, Apr. 2014.
  • Y. Zhang, J. Kim, K. Choi, and T.-S. Sohn, "High performance and low-power hardware implementation methodology for cryptographic hash functions," International Journal of Distributed Sensor Networks," vol. 2014, Mar. 2014.
  • K. R. Vijayanagar and J. Kim, "Low-complexity distributed video coding," Journal of Video Communication and Image Representation, vol. 25, no. 2, pp. 361-372, Feb. 2014.
  • J.-K. Kang, S. Hong, L. Li, Y. Zhang, J. Kim, and K. Choi," Hardware implementation of diverse function bimodal cryptographic algorithm," Journal of System Architecture, Nov. 2014.
  • M. Loghman and J. Kim, "Segmentation-based view synthesis for multi-view video plus depth," Multimedia Tools and Applications, Nov. 2013.
  • M. Mesmakhosroshahi and J. Kim, "Stereo-based region of interest generation for advanced driver assistance systems," Pear-to-peer Networking and Applications, Sep. 2013.
  • W. Liu, K .R. Vijayanagar and J. Kim, "Low-complexity distributed multiple description coding in wireless video sensor networks," IET Wireless Sensor Syst., vol. 3, no. 3, pp. 205-215, Sep. 2013.
  • L. Li, K. R. Vijayanagar, K. Choi, J. Kim, and T.-H. Han, "Energy-efficient encoder design of distributed video coding for wireless video sensor networks," International Journal of Information, vol. 16, no. 7 (B), pp. 5059-5072, Jul. 2013.
  • K. R. Vijayanagar and J. Kim, "Real-time low-bit-rate multimedia communication for smart spaces and wireless sensor networks," IET Communications, vol. 5, no. 17, pp. 2482-2490, Nov. 2011.
  • J. Guo and J. Kim, "Adaptive motion vector smoothing for improving side information in distributed video coding," Journal of Information Processing Systems, vol. 7, no. 1, pp. 103-110, Mar. 2011.

Conference papers:

  • C. Zhang and J. Kim, "Modeling long- and short-term temporal context for video object detection," submitted to the IEEE International Conference on Image Processing (ICIP), 2019.
  • Z. Xia and J. Kim, "Multi-stage spatial pyramid pooling for semantic segmentation," submitted to the IEEE International Conference on Image Processing (ICIP), 2019.
  • C. Zhang and J. Kim, "Object detection with location-aware deformable convolution and backward attention filtering," to appear in Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2019.
  • C. Zhang and J. Kim, "Multi-scale spatial context features using 3-D recurrent neural networks for pedestrian detection," in Proceedings of the IEEE International Conference on Intelligent Transportation Systems (ITSC), Nov. 2018.
  • Z. Xia, J. Kim, and Y.-S. Park, "Real-time 3D reconstruction using a combination of point-based volumetric fusion," in Proceedings of the IEEE International Conference on Intelligent Robots and Systems (IROS), Oct. 2018.
  • Y.-S. Park, B.-S. Choi and J. Kim, "Integrated 3D sensing and augmented reality for teleoperation," in Proceedings of the IEEE International Conference on Intelligent Robots and Systems (IROS), Sep. 2017.
  • C. Zhang and J. Kim, "Improving channel features using statistical analysis for pedestrian detection," in Proceedings of the IEEE International Conference on Image Processing (ICIP), Sep. 2017.
  • M. Mesmakhosroshahi and J. Kim, "Feature-based ROI generation for stereo-based pedestrian detection," in Proceedings of the IEEE International Conference Acoustics, Speech, Signal Proc. (ICASSP), Mar. 2017.
  • M. Zarshenas and J. Kim, "Fast depth estimation using spatio-temporal prediction for stereo-based pedestrian detection," in Proceedings of the IEEE International Conference on Visual Communications and Image Processing (VCIP), 2015.
  • M. Mesmakhosroshahi and J. Kim, "Reducing search space for fast pedestrian detection," in Proceedings of the IEEE International Conference on Visual Communications and Image Processing (VCIP), 2015.
  • R. Srinivasan, Z. Xia and J. Kim, "Confidence indicators based posed estimation for high-quality 3D reconstruction using depth images," in Proceedings of the IEEE International Conference on Visual Communications and Image Processing (VCIP), 2015.
  • C. Zhang, K.-H. Chung and J. Kim, "Region-of- interest reduction using edge and depth images for pedestrian detection in urban areas," in Proceedings of the IEEE International SoC Design Conference (ISOCC), 2015.
  • M. Loghman, K.-H. Chung and J. Kim, "Fast stereo matching using adaptive stripe-based optimization," in Proceedings of the IEEE International SoC Design Conference(ISOCC), 2015.
  • Y. Liu, C. Zhang and J. Kim, "Disparity-compensated total-variation minimization for compressed-sensed multiview image reconstruction," in Proceedings of the IEEE International Conference Acoustics, Speech, Signal Proc. (ICASSP), Apr. 2015.
  • M. Loghman, A. Zarshenas, K.-H. Chung, Y.-S. Lee and J. Kim, "A novel depth estimation for uncalibrated stereo images," in Proceedings of the IEEE International SoC Design Conference (ISOCC), Nov. 2014.
  • M. Loghman, K.-H. Chung, Y.-S. Lee and J. Kim, "Depth map estimation using modified Census transform and semi-global matching" in Proceedings of the IEEE International SoC Design Conference (ISOCC), Nov. 2014.
  • M. Mesmakhosroshahi, K.-H. Chung, Y.-S. Lee and J. Kim, "Depth gradient based-region of interest generation for pedestrian detection," in Proceedings of the IEEE International SoC Design Conference (ISOCC), Nov. 2014.
  • K. R. Vijayanagar, Y. Liu, and J. Kim, "Adaptive measurement rate allocation for block-based compressed sensing of depth maps," in Proceedings of the IEEE International Conference on Image Processing (ICIP), Oct. 2014.
  • Y. Liu, K. R. Vijayanagar and J. Kim, "Quad-tree partitioned compressed sensing for depth map coding," in Proceedings of the IEEE International Conference Acoustics, Speech, Signal Proc. (ICASSP), May 2014.
  • Y. Liu, K. R. Vijayanagar and J. Kim, "Rate-distortion optimization for compressive video sampling," in Proceedings of the SPIE Defense, Security, and Sensing (DSS) Conference, May 2014.
  • M. Loghman and J. Kim, "SGM-based dense disparity estimation using adaptive census transform," in Proceedings of the IEEE International Conference on Connected Vehicles and Expo (ICCVE), Dec. 2013.
  • K. R. Vijayanagar, J. Kim, Y.-S. Lee, and J.-B. Kim, "Efficient view synthesis for multi-view video plus depth," in Proceedings of the IEEE International Conference on Image Processing (ICIP), pp. 2197-2201, Sep. 2013.
  • M. Mesmakhosroshahi, J. Kim, Y.-S. Lee, and J.-B. Kim, "Stereo-based region of interest generation for pedestrian detection in driver assistance systems," in Proceedings of the IEEE International Conference on Image Processing (ICIP), pp. 3386-3389, Sep. 2013.
  • K. R. Vijayanagar, M. Loghman, and J. Kim, "Refinement of depth maps generated by low-cost depth sensors," in Proceedings of the IEEE SoC Design Conference (ISOCC), pp. 355-358, Nov. 2012.
  • M. Loghman and J. Kim, "Segmentation-based view synthesis for three-dimensional video," in Proceedings of the IEEE International Conference on Visual Communications and Image Processing (VCIP), pp. 1-6, Nov. 2012.
  • M. Mesmakhosroshahi and J. Kim, "Improving spatio-temporal feature extraction techniques and their applications in action classification," in Proceedings of the IEEE International Conference on Visual Communications and Image Processing (VCIP), pp. 1-6, Nov. 2012.
  • K. R. Vijayanagar and J. Kim, "Compression of layered depth video using block truncation coding," in Proceedings of the IEEE 3DTV Conference (3DTV-CON), pp. 1-4, Oct. 2012.
  • L. Li, K. R. Vijayanagar, K. Choi, and J. Kim, "Energy-efficient encoder design of distributed video coding for wireless video sensor networks," in Proceedings of the International Symposium on Wireless Sensor Network Technologies and Applications for Smart Space (WTA), Best Paper Award, Dec. 2011.
  • W. Liu, K. R. Vijayanagar, and J. Kim, "Low-delay distributed multiple description coding for error-resilient video transmission," in Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP), pp. 1-6, Oct. 2011.
  • A. Shirahatti and J. Kim, "Motion-adaptive quantization and reconstruction technique for distributed video coding," in Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP), pp. 1-6, Oct. 2011.
  • K. R. Vijayanagar and J. Kim, "Dynamic GOP size control for low-delay distributed video coding," in Proceedings of the IEEE International Conference on Image Processing (ICIP), pp. 157-160, Sep. 2011.
  • K. R. Vijayanagar and J. Kim, "Real-time low-bit-rate multimedia communication for smart spaces and wireless sensor networks," in Proceedings of the International Symposium on Wireless Sensor Network Technologies and Applications for Smart Space (WTA), Dec. 2010.
  • J. Guo and J. Kim, "Motion estimation and interpolation in distributed video coding," in Proceedings of the International Symposium on Wireless Sensor Network Technologies and Applications for Smart Space (WTA), Dec. 2010.
  • K. R. Vijayanagar, B. Dan, and J. Kim, "Low-delay distributed video coding using data hiding," in Proceedings of the Picture Coding Symposium (PCS), pp. 582-585, Dec. 2010.
  • C. Fu and J. Kim, "Encoder rate control for block-based distributed video coding," in Proceedings of the IEEE International Workshop on Multimedia Signal Processing(MMSP), pp. 333-338, Oct. 2010.

Selected publications before 2010:

  • R. Kibria and J. Kim, “H.264/AVC-based multiple description coding for wireless video transmission,” in International Conference on Communications, pp. 429-432, July 2008.
  • J. Kim and H. J. Lee, “A fast intra prediction algorithm for H.264/AVC video coding,” in International Conference on Signal Processing, Robotics, and Automation, pp. 163-166, Jan. 2008.
  • J. Kim and J. C. Hong, “Channel adaptive multiple description coding for wireless video streaming,” in International Conference on Computer Communications and Networks, pp. 163-166, Aug. 2007.
  • Y. S. Kim, J. H. Jung, and J. Kim, “Multi-band radio resource allocation for cognitive radio systems,” Lecture Notes in Artificial Intelligence (KES 2006), pp. 849-861, Oct. 2006.
  • J. Kim, “Multiple description coding for robust video transmission over wireless ad-hoc networks,” Lecture Notes in Computer Science (International Symposium on Visual Computing), pp. 849-861, Nov 2006.
  • J. Kim, “Layered multiple description coding for robust video transmission over wireless ad-hoc networks,” in International Conference on Computer and Information Science and Eng., pp. 163-166, Nov. 2006.
  • J. Kim, “Error-resilient video streaming over heterogeneous networks,” in International Workshop on Image Analysis for Multimedia Interactive Services, pp. 237-240, Apr. 2006.
  • J. Kim, R. M. Mersereau, Y. Altunbasak, “Distributed video streaming using multiple description coding and unequal error protection,” IEEE Trans. on Image Processing, vol. 14. issue 7, pp. 849-861, July 2005.
  • J. Kim, R. M. Mersereau, Y. Altunbasak, “A multiple-substream unequal error protection and error concealment for SPIHT-coded video bitstreams,” IEEE Trans. on Image Processing, vol. 13, issue 12, pp. 1547-1553, Dec. 2004.
  • J. Kim, R. M. Mersereau, Y. Altunbasak, “Distributed video streaming using unbalanced multiple description coding and forward error correction,” in IEEE Global Communications Conf. (Globecom 2003), vol. 6, pp. 2553-2557, Dec. 2003.
  • J. Kim, R. M. Mersereau, Y. Altunbasak, “Network-adaptive video streaming using multiple description coding and path diversity,” in IEEE Intl. Conf. on Multimedia and Expo (ICME 2003), vol. 2, pp. 653-659, July 2003.
  • Y. C. Lee, J. Kim, Y. Altunbasak, and R. M. Mersereau, “Performance comparisons of layered and multiple description coded video streaming over error-prone networks,” in IEEE Intl. Conf. on Communications (ICC 2003), vol. 1, pp. 11-15, May 2003.
  • Y. C. Lee, J. Kim, Y. Altunbasak, and R. M. Mersereau, “Layered coded vs. multiple description coded video over error-prone networks,” EURASIP signal processing: image communication, vol. 18, pp. 337-356, May 2003.
  • J. Kim, R. M. Mersereau, Y. Altunbasak, “Error-resilient image and video transmission over the Internet using unequal error protection,” IEEE Trans. on Image Processing, vol.12, issue 2, pp. 121-131, Feb., 2003.
  • J. Kim, R. M. Mersereau, Y. Altunbasak, “An integrated multiple-substream unequal error protection and error concealment for Internet video applications,” in IEEE Intl. Conf. on Image Processing (ICIP 2002), vol. 2, pp. 24-28, June 2002.
  • J. Kim, R. M. Mersereau, Y. Altunbasak, “Bit-plane-wise unequal error protection for Internet video applications,” in IEEE Intl. Conf. on Communications (ICC 2002), vol. 4, pp. 2508-2512, Apr. 2002.

Patents

  • M. Loghman and J. Kim, "Multi-resolution depth estimation using modified Census trnasform for advanced driver assistance systems," U.S. Patent No. 2016-0048970- A1, Feb. 2016.
  • Y. Liu, K. R. Vijayanagar, and J. Kim, "Low-complexity depth map encoder with quad-tree partitioned compressed sensing," U.S. Patent No. 2016-0050440- A1, Feb. 2016.
  • M. Mesmakhosroshahi and J. Kim, "System for detecting objects by fusing color and depth information," U.S. Patent # 62/199,065.
  • Q. Tong, K. Choi, and J. Kim, "Activity correlation based clustering for clock gating for ultra-low power VLSI," IIT-290-P.