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A. Jalal, S. Kamal and D. Kim, "A depth video sensor-based life-logging human activity recognition system for elderly care in smart indoor environments," Sensors, vol. 14, no. 7, pp. 11735-11759, 2014.
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L. Xia and J. Aggarwal, "Spatio-temporal depth cuboid similarity feature for activity recognition using depth camera," in Proceedings of CVPR Conference, Portland, Oregon, pp.2834-2841, June 2013.
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A. Jalal, J. Kim and T. Kim, "Development of a life logging system via depth imaging-based human activity recognition for smart homes," in Proceedings of Inter. Symposium on Sustainable healthy buildings, Seoul, Korea, pp.91-95, 2012.
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O. Oreifej and Z. Liu, "HON4D: Histogram of oriented 4D normal for activity recognition from depth sequences," in Proceedings of CVPR Conference, Portland, Oregon, pp.716-723, June 2013.
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A. Jalal, S. Kamal and D. Kim, "Shape and motion features approach for activity tracking and recognition from Kinect video camera," in Proceedings of WAINA Conference, Gwangju, Korea, pp.445-450, Mar. 2015.
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A. Jalal, Y.-H. Kim, Y.-J. Kim, S. Kamal and D. Kim, "Robust human activity recognition from depth video using spatiotemporal multi-fused features," Pattern Recognition, 2016.
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A. Jalal and Y. Kim, "Dense depth maps-based human pose tracking and recognition in dynamic scenes using ridge data," in Proceedings of AVSS Conference, Seoul, Korea, pp.119-124, Aug. 2014.
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A. Farooq, A. Jalal and S. Kamal, "Dense RGB-D Map-Based Human Tracking and Activity Recognition using Skin Joints Features and Self-Organizing Map," KSII Transactions on internet and information systems, vol. 9, no. 5, pp. 1856-1869, 2015.
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A. Jalal, J. Kim and T. Kim, "Human activity recognition using the labeled depth body parts information of depth silhouettes," in Proceedings of SHB symposium, Korea, pp.1-8, Oct. 2012.
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A. Jalal and S. Kim, "Advanced performance achievement using multi-algorithmic approach of video transcoder for low bit rate wireless communication," ICGST Journal of graphics, vision and image proc., vol. 5, no. 9, pp. 27-32, 2005.
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A. Jalal and M. Zeb, "Security and QoS Optimization for distributed real time environment," in Proceedings of CIT Conference, Aizu-Wakamatsu, Japan, pp. 369-374, Oct. 2007.
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A. Jalal and S. Kim, "The mechanism of edge detection using the block matching criteria for the motion estimation," in Proceedings of HCI Conference, Korea, pp. 484-489, Jan. 2005.
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A. Jalal and S. Kim, "A complexity removal in the floating point and rate control phenomenon," in Proceedings of KMS Conference, Korea, pp. 48-51, June 2005.
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A. Jalal, S. Kim and B. Yun, "Assembled algorithm in the real-time H.263 codec for advanced performance," in Proceedings of Healthcom Conference, Korea, pp. 295-298, June 2005.
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A. Jalal and A. Shahzad, "Multiple facial feature detection using vertex-modeling structure," in Proceedings of ICL Conference, Villach, Austria, pp.1-7, Sep. 2007.
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A. Jalal and Y. Rasheed, "Collaboration achievement along with performance maintenance in video streaming," in Proceedings of ICL Conference, Villach, Austria, pp.1-8, Sep. 2007.
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A. Jalal and M. Zeb, "Security enhancement for elearning portal," International Journal of Computer Science and Network Security, vol. 8, no. 3, pp. 41-45, 2008.
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A. Jalal, M. Uddin, J. Kim and T. Kim, "Daily human activity recognition using depth silhouettes and R transformation for smart home," in Proceedings of ICOST Conference, Canada, pp.25-32, June 2011.
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A. Jalal and S. Kim, "Global security using human face understanding under vision ubiquitous architectture system," World academy of science, engineering, and technology, vol. 13, pp. 7-11, 2006.
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A. Jalal, M. Zia, J. Kim and T. Kim, "Recognition of human home activities via depth silhouettes and R transformation for smart homes," Indoor and Built Environment, vol. 21, pp. 184-190, 2012.
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A. Jalal, M. Zia and T. Kim, "Depth video-based human activity recognition system using translation and scaling invariant features for life logging at smart home," IEEE Transaction on Consumer Electronics, vol. 58, pp. 863-871, 2012.
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A. Jalal, Y. Kim and D. Kim, "Ridge body parts features for human pose estimation and recognition from RGB-D video data," in Proceedings of ICCCNT Conference, Hefei, China, pp.1-6, July 2014.
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X. Yang and Y. Tian, "Super normal vector for activity recognition using depth sequences," in Proceedings of CVPR Conference, Columbus, pp. 804-811, June 2014.
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J. Wang, Z. Liu, Y. Wu and J. Yuan, "Mining actionlet ensemble for action recognition with depth cameras," in Proceedings of CVPR Conference, Providence, RI, pp.1290-1297, June 2012.
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S. Kamal and A. Jalal, "A hybrid feature extraction approach for human detection, tracking and activity recognition using depth sensors," Arabian Journal for Science and Engineering, pp. 1043-1051, 2016.
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A. Jalal, S. Kamal, A. Farooq and D. Kim, "A spatiotemporal motion variation features extraction approach for human tracking and pose-based action recognition," in Proceedings of ICIEV Conference, Fukuoka, Japan, pp.1-6, Jun. 2015.
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A. Jalal, S. Kamal and D. Kim, "Depth map-based human activity tracking and recognition using body joints features and self-organized map," in Proceedings of ICCCNT Conference, Hefei, China, pp. 1-6, July 2014.
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M. Muller and T. Roder, "Motion templates for automatic classification and retrieval of motion capture data," in Proceedings of ACM symposium on computer animation, Austria, pp. 137-146, Sep. 2006.
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A. Jalal, Y. Kim, S. Kamal, A. Farooq and D. Kim, "Human daily activity recognition with joints plus body features representation using Kinect sensor," in Proceedings of ICIEV Conference, Fukuoka, Japan, pp.1-6, Jun. 2015.
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X. Sun, H. Kashima and N. Ueda, "Large-scale personalization human activity recognition using online multitask learning," IEEE Trans. on knowl. and data engine. vol. 25, no.11, pp.2551-2563, Nov. 2013.
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A. Jalal, N. Sharif, J. Kim and T. Kim, "Human activity recognition via recognized body parts of human depth silhouettes for residents monitoring services at smart homes," Indoor and Built Environment, vol. 22, pp. 271-279, 2013.
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A. Jalal and I. Uddin, "Security architecture for third generation (3G) using GMHS cellular network," in Proceedings of IEEE Conference on Emerging Technologies, Islamabad, Pak, pp.74-79, Nov. 2007.
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A. Jalal, S. Lee, J. Kim and T. Kim, "Human activity recognition via the features of labeled depth body parts," in Proceedings of ICOST Conference, Artiminio, Italy, pp.246-249, June 2012.
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A. Baak, M. Muller, G. Bharaj, H. Seidel and C. Theobalt, "A data-driven approach for real-time full body pose reconstruction from a depth camera," in Proceedings of ICCV Conference, Barcelona, Spain, pp. 1092-1099, Nov. 2011.
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X. Yang and Y. Tian, "Eigenjoints-based action recognition using naive-bayes-neartest-neighbor," in Proceedings of CVPR Conference, Providence, RI, pp. 14-19, June 2012.
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A. Jalal, S. Kamal and D. Kim, "Individual Detection-Tracking-Recognition using depth activity images," in Proceedings of URAI Conference, Goyang, Korea, pp. 450-455, Oct. 2015.
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A. Jalal and S. Kamal, "Real-time life logging via a depth silhouette-based human activity recognition system for smart home services," in Proceedings of AVSS Conference, Seoul, Korea, pp.74-80, Aug. 2014.
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A. Jalal, "IM-DailyDepthActivity dataset," imlab.postech.ac.kr/databases.htm, 2016, [Online; accessed February 5, 2016].
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A. Jalal, S. Kamal and D. Kim, "Depth Silhouettes Context: A new robust feature for human tracking and activity recognition based on embedded HMMs," in Proceedings of URAI Conference, Goyang, Korea, pp.294-299, Oct. 2015.
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