AIR UNIVERSITY
DEPARTMENT OF COMPUTER SCIENCE AND ENGINEERING

Intelligent Media Center (IMC)

Publications
Total Impact Factor = 87.49; Citations = 3867; h-index = 41

[J50] Ahmad Jalal, et al., “Affinity-Based Task Scheduling on Heterogeneous Multicore Systems Using CBS and QBICTM, Applied Sciences, 2021. (Impact factor = 2.679)
[J49] Ahmad Jalal, et al., “A Systematic Deep Learning Based Overhead Tracking and Counting System Using RGB-D Remote Cameras, Applied Sciences, 2021. (Impact factor = 2.679)
[J48] Ahmad Jalal, et al., “A Smart Surveillance System for People Counting and Tracking Using Particle Flow and Modified SOM, Sustainability, 2021. (Impact factor = 3.251)
[J47] Ahmad Jalal, et al., “Monitoring Real-time Personal Locomotion Behaviors over Smart Indoor-outdoor Environments via Body-Worn Sensors, IEEE Access, 2021. (Impact factor = 3.367)
[J46] Ahmad Jalal, et al., “Adaptive Pose Estimation for Gait Event Detection Using Context-Aware Model and Hierarchical Optimization, Journal of Electrical Engineering and Technology, 2021. (Impact factor = 1.069)
[J45] Ahmad Jalal, et al., “Automatic human posture estimation for sport activity recognition with robust body parts detection and entropy markov model, Multimedia Tools and Applications, 2021. (Impact factor = 2.757)
[J44] Ahmad Jalal, et al., “Hand gesture recognition based on auto-landmark localization and reweighted genetic algorithm for healthcare muscle activities, Sustainability, 2021. (Impact factor = 3.251)
[J43] Ahmad Jalal, et al., “Stochastic remote sensing event classification over adaptive posture estimation via multifused data and deep belief network, Remote Sensing, 2021. (Impact factor = 4.509)
[J42] Ahmad Jalal, et al., “Scene Semantic recognition based on modified Fuzzy c-mean and maximum entropy using object-to-object relations, IEEE Access, 2021. (Impact factor = 3.367)
[J41] Ahmad Jalal, et al., “Robust active shape model via hierarchical feature extraction with SFS-optimized convolution neural network for invariant human age classification, Electronics, 2021. (Impact factor = 2.110)
[J40] Ahmad Jalal, et al., “HF-SPHR: Hybrid features for sustainable physical healthcare pattern recognition using deep belief networks, Sustainability, 2021. (Impact factor = 3.251)
[J39] Ahmad Jalal, et al., “Modeling Two-Person Segmentation and Locomotion for stereoscopic Action Identification: A Sustainable Video Surveillance System, Sustainability, 2021. (Impact factor = 3.251)
[J38] Ahmad Jalal, et al., “Multi-objects detection and segmentation for scene understanding based on Texton forest and kernel sliding perceptron, Journal of Electrical Engineering and Technology, 2020. (Impact factor = 0.736)
[J37] Ahmad Jalal, et al., “Sustainable Wearable System: Human Behavior Modeling for Life-logging Activities Using K-Ary Tree Hashing Classifier, Sustainability, 2020. (Impact factor = 2.576)
[J36] Ahmad Jalal, et al., “Human Posture Estimation and Sustainable Events Classification via Pseudo-2D Stick Model and K-ary Tree Hashing, Sustainability, 2020. (Impact factor = 2.576)
[J35] Ahmad Jalal, et al., “Automated Sustainable Multi-Object Segmentation and Recognition via Modified Sampling Consensus and Kernel Sliding Perceptron, Symmetry, 2020. (Impact factor = 2.645)
[J34] Ahmad Jalal, et al., “A study of accelerometer and gyroscope measurements in physical life-log activities detection systems, Sensors, 2020. (Impact factor = 3.275)
[J33] Ahmad Jalal, et al., “Stochastic recognition of physical activity and healthcare using tri-axial inertial wearable sensors, Applied Sciences, 2020. (Impact factor = 2.474)
[J32] Ahmad Jalal, et al., “Telemonitoring of Daily Activity Using Accelerometer and Gyroscope in Smart Home Environments, Journal of Electrical Engineering and Technology, 2020. (Impact factor = 0.736)
[J31] Ahmad Jalal, et al., “Automatic Recognition of Human Interaction via Hybrid Descriptors and Maximum Entropy Markov Model Using Depth Sensors, Entropy, 2020. (Impact factor = 2.494)
[J30] Ahmad Jalal, et al., “Wearable inertial sensors for daily activity analysis based on Adam optimization and the Maximum entropy Markov model, Entropy, 2020. (Impact factor = 2.494)
[J29] Ahmad Jalal, et al., “A novel statistical method for scene classification based on multi-object categorization and logistic regression, Sensors, 2020. (Impact factor = 3.275)
[J28] Ahmad Jalal, et al., “Wearable Sensors based Human Behavioral Pattern Recognition using Statistical Features and Reweighted Genetic Algorithm, Multimedia Tools and Applications, 2019. (Impact factor = 2.313)
[J27] Ahmad Jalal, et al., “WHITE STAG Model: Wise Human Interaction Tracking and Estimation (WHITE) using Spatio-temporal and Angular-geometric (STAG) Descriptors, Multimedia Tools and Applications, 2020. (Impact factor = 2.313)
[J26] Ahmad Jalal, et al., “Vision-based Human Activity Recognition System Using Depth Silhouettes: A Smart Home System for Monitoring the Residents, Journal of Electrical Technology, 2019.
[J25] Ahmad Jalal, et al., “A Wrist Worn Acceleration based Human Motion Analysis and Classification for Ambient Smart Home System, EET, 2019.
[J24] Ahmad Jalal, et al., “Students' Behavior Mining in E-Learning Environment Using Cognitive Processes with Information Technologies, Education and Information Technologies, 2019.
[J23] Ahmad Jalal, et al., “Robust human activity recognition from depth video using spatiotemporal multi-fused features, Pattern Recognition, vol. 61, pp. 295-308, 2017.
[J22] Ahmad Jalal, et al., “Human Depth Sensors-Based Activity Recognition Using Spatiotemporal Features and Hidden Markov Model for Smart Environments, Journal of Computer Networks and Communications, vol. 2016, pp. 1-11, 2016.
[J21] Ahmad Jalal, et al., “Depth maps-based human segmentation and action recognition using full-body plus body color cues via recognizer engine, Journal of Electrical Engineering & Technology, 2018 (Impact factor = 0.679)
[J20] Ahmad Jalal, et al., “Detecting complex 3D human motions with body model low-rank representation for real-time smart activity monitoring system, KSII Transactions on internet and information systems, vol. 12(4), pp. 1657-1662, 2018.
[J19] Ahmad Jalal, et al., “Improved behavior monitoring and classification using cues parameters extraction from camera array images, International Journal of Interactive multimedia and Artificial Intelligence, vol. 5(2), 2018.
[J18] Ahmad Jalal, et al., “Facial Expression Recognition using 1D Transform Features and Hidden Markov Model, Journal of Electrical Engineering and Technology, vol. 12(4), pp. 1657-1662, 2017.
[J17] Ahmad Jalal, et al., “A Depth Video–based Human Detection and Activity Recognition using Multi-features and embedded Hidden Markov Models for Health Care Monitoring Systems, International Journal of Interactive Multimedia and Artificial Intelligence, vol. 4(4), pp. 54-62, 2017.
[J16] S. Khan, Ahmad Jalal, et al., “Depth Images-based Human Detection, Tracking and Activity Recognition Using Spatiotemporal Features and Modified HMM, Journal of Electrical Engineering and Technology, vol. 11(6), pp. 1857-1862, 2016.
[J15] S. Khan, Ahmad Jalal, “Vision-based Human Activity Recognition Using Depth Silhouettes and Hidden Markov Model: A Smart Home System for Monitoring the Residents, Journal of Information Science and Engineering, 2016.
[J14] S. Kamal, Ahmad Jalal, “A Hybrid Feature Extraction Approach for Human Detection, Tracking and Activity Recognition Using Depth Sensors, Springer, Arabian Journal for Science and Engineering, vol. 41(3), pp. 1043-1051, 2016.
[J13] Ahmad Jalal, et al., “Depth Silhouettes Context: A New Robust Feature for Human Tracking and Activity Recognition based on Advanced Hidden Markov Model, Journal of Multimedia Processing and Technologies, vol. 6(3), pp. 67-76, 2015.
[J12] S. Farooq, Ahmad Jalal, et al., “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(5), pp. 1856-1869, 2015.
[J11] Ahmad Jalal, et al., “A Depth Video Sensor-Based life-logging Human Activity Recognition System for Elderly Care in Smart Indoor Environments, Sensors, vol. 14(7), pp. 11735-11759, 2014.
[J10] Ahmad Jalal, et al., “Human Activity Recognition via Recognized Body Parts of Human Depth Silhouettes for Residents Monitoring Services at Smart Home, Indoor and Built Environment, vol. 22, pp. 271-279, 2013.
[J9] Ahmad Jalal, et al., “Depth Video-Based Human Activity Recognition System Using Translation and Scaling Invariant Features for Life Logging at Smart Home, IEEE Transactions on Consumer Electronics, ISSN: 0098-3063, vol. 58, Issue.3, pp. 863-871, 2012.
[J8] Ahmad Jalal, et al., “Recognition of Human-Home Activities via Depth Silhouettes and R Transformation for Smart Homes, Indoor and Built Environment, vol. 21, pp. 184-190, 2012.
[J7] Ahmad Jalal, et al., “Human Activity Recognition via the Features of Labeled Depth Body Parts, Springer, Lecture Notes in Computer Science book series, pp. 246-249, 2012.
[J6] Ahmad Jalal, et al., “Human activity recognition using transformation features of depth silhouettes: A smart ehealth system towards lifecare services, Journal of Medical Students, vol. 2(2), pp.8-10, 2012.
[J5] Ahmad Jalal, et al., “Daily Human Activity Recognition Using Depth Silhouettes and R Transformation for Smart Home, Springer, LNCS 6719, pp. 25-32, 2011.
[J4] Ahmad Jalal, et al., “Security Enhancement for E-Learning Portal, International Journal of Computer Science and Network Security, vol. 8(3), pp.41-45, May 2008.
[J3] Ahmad Jalal, et al., “Global Security using Human Face Understanding under Vision Ubiquitous Architecture System, Transaction on Engineering, Computing and Technology (World Informatics Society), vol. 13, ISSN: 1305-5313, pp. 7-11, May 2006.
[J2] Ahmad Jalal, et al., “Algorithmic implementation and efficiency maintenance of real-time environment using low-bitrate wireless communication, Georgian Electronic Scientific Journal: Computer Science and Telecommunications, vol. 2(9), pp. 71-79, 2006.
[J1] Ahmad Jalal, et al., “Advanced Performance Achievement Using Multi-Algorithmic Approach of Video Transcoder for Low Bitrate Wireless Communication, ICGST International Journal on Graphics, Vision and Image Processing (GVIP 2005), vol. 5, ISSN: 1687-3998 Issue 9, pp. 27-32, Dec 2005.
[C51] Ahmad Jalal, et al., “Smartphone inertial sensors for human locomotion activity recognition based on template matching and codebook generation , IEEE International Conference on Communication Technologies , 2021.
[C50] Ahmad Jalal, et al., “Hybrid Algorithm for Multi People Counting and Tracking for Smart Surveillance , IEEE Conference on Applied Sciences and Technology , 2021.
[C49] Ahmad Jalal, et al., “IMU Sensor based Automatic-Features Descriptor for Healthcare Patient’s daily life-log Recognition , IEEE Conference on Applied Sciences and Technology , 2021.
[C48] Ahmad Jalal, et al., “Pose Estimation and Detection for Event Recognition using Sense-Aware Features and Adaboost Classifier , IEEE Conference on Applied Sciences and Technology , 2021.
[C47] Ahmad Jalal, et al., “Wearable Sensors based Exertion Recognition using Statistical Features and Random Forest for Physical Healthcare Monitoring , IEEE Conference on Applied Sciences and Technology , 2021.
[C46] Ahmad Jalal, et al., “Markerless Sensors for Physical Health Monitoring System Using ECG and GMM Feature Extraction , IEEE Conference on Applied Sciences and Technology , 2021.
[C45] Ahmad Jalal, et al., “An Accurate Facial expression detector using multi-landmarks selection and local transform features , IEEE International Conference on Advancements in computational sciences , 2020.
[C44] Ahmad Jalal, et al., “Wearable Sensors for Activity Analysis using SMO-based Random Forest over Smart home and Sports Datasets , IEEE International Conference on Advancements in computational sciences , 2020.
[C43] Ahmad Jalal, et al., “Human actions tracking and recognition based on body parts detection via Artificial neural network , IEEE International Conference on Advancements in computational sciences , 2020.
[C42] Ahmad Jalal, et al., “RGB-D images for object segmentation, localization and recognition in indoor scenes using feature descriptor and Hough voting , IEEE conference on applied sciences and technology , 2020.
[C41] Ahmad Jalal, et al., “Statistical multi-objects segmentation for indoor/outdoor scene detection and classification via depth images , IEEE conference on applied sciences and technology , 2020.
[C40] Ahmad Jalal, et al., “Region-based and Texton Segmentations for Multi-Objects Detection and Labeling Classification in Outdoor Scenes, IEEE conference on Frontiers of Information Technology, 2019.
[C39] Ahmad Jalal, et al., “Multi-Person Tracking in Smart Surveillance System for Crowd Counting and Normal/Abnormal Events Detection, IEEE conference on International Conference on Applied and Engineering Mathematics, 2019.
[C38] Ahmad Jalal, et al., “Scene Understanding and Recognition: Statistical Segmented Model using Geometrical Features and Gaussian Naïve Bayes, IEEE conference on International Conference on Applied and Engineering Mathematics, 2019.
[C37] Ahmad Jalal, et al., “Salient Segmentation based Object Detection and Recognition using Hybrid Genetic Transform, IEEE conference on International Conference on Applied and Engineering Mathematics, 2019.
[C36] Ahmad Jalal, et al., “Sensors Technologies for Human Activity Analysis Based on SVM Optimized by PSO Algorithm, IEEE conference on International Conference on Applied and Engineering Mathematics, 2019.
[C35] Ahmad Jalal, et al., “Human Body Parts Estimation and Detection for Physical Sports Movements, IEEE International Conference on Communication, Computing and Digital Systems, 2019.
[C34] Ahmad Jalal, et al., “Multi-features descriptors for human activity tracking and recognition in Indoor-outdoor environments, IEEE International Conference on Applied Sciences and Technology, 2019.
[C33] Ahmad Jalal, et al., “A Triaxial acceleration-based human motion detection for Ambient smart home system, IEEE International Conference on Applied Sciences and Technology, 2019.
[C32] Ahmad Jalal, et al., “Robust spatio-temporal features for human interaction recognition via artificial neural network, IEEE International Conference on Frontiers of information technology, 2018.
[C31] Ahmad Jalal, et al., “Wearable Sensor-Based Human Behavior Understanding and Recognition in Daily Life for Smart Environments, IEEE Conference on Frontiers of information technology , 2018.
[C30] F.Farooq, Ahmad Jalal, et al., “Facial expression recognition using hybrid features and self-organizing maps, IEEE International Conference on Multimedia and Expo (ICME), pp. 409-414, July 2017.
[C29] M. Mahmood, Ahmad Jalal, et al., “Facial Expression Recognition in Video Sequences Using 1D Transform and Gabor Wavelet Transform, IEEE conference on Applied and Engineering mathematics, Sep. 2018.
[C28] F.Farooq, Ahmad Jalal, et al., “Depth silhouettes context: A new robust feature for human tracking and activity recognition based on embedded HMMs, 12th IEEE Conference on Ubiquitous Robots and Ambient Intelligence, 2015.
[C27] Ahmad Jalal, et al., “Individual detection-tracking-recognition using depth activity images, 12th IEEE Conference on Ubiquitous Robots and Ambient Intelligence, 2015.
[C26] Ahmad Jalal, et al., “Human daily activity recognition with joints plus body features representation using Kinect sensor, IEE International Conference on Informatics, Electronics, and Vision, 2015.
[C25] Ahmad Jalal, et al., “A spatiotemporal motion variation features extraction approach for human tracking and pose-based action recognition, IEE International Conference on Informatics, Electronics, and Vision, 2015.
[C24] Ahmad Jalal, et al., “Shape and Motion Features Approach for Activity Tracking and Recognition from Kinect Video Camera, 29th International Conference on Advanced Information Networking and Applications Workshops, 2015.
[C23] Ahmad Jalal, et al., “Ridge body parts features for human pose estimation and recognition from RGB-D video data, International Conference on Computing, Communication and Networking Technologies, pp. 1-6, 2014.
[C22] Ahmad Jalal, et al., “Real-time life logging via a depth silhouette-based human activity recognition system for smart home services, IEEE International Conference on Advanced Video and Signal-based Surveillance, pp. 74-80, 2014.
[C21] Ahmad Jalal, et al., “Depth Map-based Human Activity Tracking and Recognition Using Body Joints Features and Self-Organized Map, IEEE International Conference on computing, communication and networking technologies, pp. 1-6, 2014.
[C20] Ahmad Jalal, et al., “Dense Depth Maps-based Human Pose Tracking and Recognition in Dynamic Scenes Using Ridge Data, IEEE International Conference on Advanced Video and Signal-based Surveillance, pp. 119-124, 2014.
[C19] T.-S. Kim, Ahmad Jalal, et al., “Real-Time Life Logging via Depth Imaging-based Human Activity Recognition towards Smart Homes Services, Inter Symposium on Renewable Energy Sources and Healthy Buildings, pp.68, Serbia, 2013.
[C18] Ahmad Jalal, et al., “Human Activity Recognition using R Transformation Features of Depth Silhouettes: A Smart eHealth System towards Lifecare Services, 3rd International Conference on ehealth, pp. 24-26, Pakistan, 2012.
[C17] Ahmad Jalal, et al., “Human activity recognition via the features of labeled depth body parts, International conference on smart homes and health telematics, pp. 246249, 2012.
[C16] Ahmad Jalal, et al., “Human Activity Recognition using the Labeled Depth Body Parts Information of Depth Silhouettes, 6th Inter Symposium on Sustainable Healthy Buildings, pp. 1-9, Seoul, Korea, 2012.
[C15] Ahmad Jalal, et al., “Recognition of Human Home Activities via Depth Silhouettes and R Transformation for Smart Homes, 5th Inter Symposium on Sustainable Healthy Buildings, pp. 467-475,Souel, Korea, 2011.
[C14] Ahmad Jalal, et al., “Recognition of Human Activities via R Transformation of Depth Silhouettes, Multi-Scale Bioimaging Technology, pp. 68-69, 2011.
[C13] Ahmad Jalal, et al., “Recognition of Human Activities Using the Features of Labeled Depth Body Parts via Random Trees, 44th Korean Society of Medical & Biological Engineering, pp. 52, 2011.
[C12] Ahmad Jalal, et al., “Recognition of Human Home Activities for Smart Homes, Future Neurotechnologies for Neuron, Network and Brain, pp. 67-68, 2010.
[C11] Ahmad Jalal, et al., “Collaboration achievement along with performance maintenance in video streaming, International Conference on Interactive Computer Aided Learning of IEEE Educational Society, Villach, Austria, 26-28 Sep 2007.
[C10] Ahmad Jalal, et al., “Security and QoS optimization for distributed real time environment, IEEE International Conference on Computer and IT (CIT 2007), Japan, pp. 369-374, 2007.
[C9] Ahmad Jalal, et al., “Multiple facial feature detection using vertex-modeling structure, International Conference on Interactive Computer Aided Learning of IEEE Educational Society, Villach, Austria, pp. 26-28, 2007.
[C8] Ahmad Jalal, et al., “Security architecture for third generation (3G) using GMHS cellular network, IEEE 3rd International Conference on Emerging Technologies (ICET 2007), Islamabad, Pakistan, 12-13 Nov 2007.
[C7] Ahmad Jalal, et al., “Algorithm implementation and efficiency maintenance of real time environment using low bit-rate wireless communication, IEEE Workshop on Software Technologies of Future Embedded and Ubiquitous Systems, pp. 81-86, Gyeongju, Korea, 2006.
[C6] Ahmad Jalal, et al., “Advanced ubiquitous system techniques for real time vision security in a global environment, International Conference on Hybrid Information Technology, 9-11 Nov 2006.
[C5] Ahmad Jalal, et al., “Removal of complexity management in H.263 codec for A/V delivery systems, Human computer interaction, pp. 931-936, Feb. 2006.
[C4] Ahmad Jalal, et al., “Assembled algorithm in the real time H.263 codec for advanced performance, 7th international workshop of IEEE on enterprise networking and computing in healthcare industry (HEALTHCOM 2005), pp. 295-298, Busan, Korea, June 23-25, 2005.
[C3] Ahmad Jalal, et al., “Multi-algorithm approach of video transcoder for low bit-rate wireless communication, International conference on intelligent systems of IEEE computer society, Kuala Lumper, Malaysia, 2005.
[C2] Ahmad Jalal, et al., “The mechanism of edge detection using the block matching criteria for the motion estimation, Human computer interaction, pp. 484-489, Jan. 2005.
[C1] Ahmad Jalal, et al., “A complexity removal in the floating point and rate control phenomenon, Korea multimedia society, 2005.
[P1] Ahmad Jalal, et al., “Korea Copyright Commission (co-inventor) - Depth based Invariant human activity recognition using R transformation features, Korea multimedia society, 134571-0003856, 2011.