D. Messinger, L. L. Duvivier, Z. Warren, M.H. Mahoor, J. Baker, A. Warlaumont, and P. Ruvolo, "Affective Computing, Emotional Development, and Autism", R. Calvo and A. Bachfischer (Eds); Affective Computing Handbook, NY: Oxford University Press, Jan 2015. DOI: 10.1093/oxfordhb/9780199942237.013.012

Steven Cadavid, Mohammad H. Mahoor, and Mohamed Abdel-Mottaleb, "Multi-modal Ear and Face Modeling and Recognition", B. Bhanu & V. Govindaraju (Eds.), Multibiometrics for Human Identification, Cambridge University Press, 2011.

D.S. Messinger, M. H. Mahoor, S.-M. Chow, J. D. Haltigan, S. Cadavid, & J. F. Cohn, "Early emotional communication: Novel approaches to interaction", In J. Gratch & S. Marsella (Eds.), Social emotions in nature and artifact: Emotions in human and human-computer interaction. NY: Oxford, Vol. 14. 2010.

A. Ansari, M. H. Mahoor, and M. Abdel-Mottaleb, "3D Face Mesh Modeling for 3D Face Recognition", State of the Art in Face Recognition, Edited by Pone J. and Karahoca, A. Publisher: IN-TECH, ISBN:978-3-902613-42-4, pp. 131- 2009.

M. Abdel-Mottaleb and M. H. Mahoor, "Assessment of Blurring and Facial Expression Effects on Facial Image Recognition", Lecture notes in computer science (Lect. notes computer science.) ISSN 0302-9743, pp 12-18, Springer 2006.

Feola, V., Gutierrez, A., Jr., Gonzalez, S., & Mahoor, M., "Behavior Change Through Robot-Human Interactions in Children and Adolescents with Autism Spectrum Disorder", Poster presented at the Florida Association for Behavior Analysis 36th annual convention, September 2016.

Mohammad H. Mahoor, S. Mohammad Mavadati, Howard Feng, Peyten Sanger, Sophia Silver, Anibal Gutierrez, "Using Robots As Therapeutic Agents to Teach Children with Autism Recognize Facial Expression", IMFAR 2015: international Meeting For Autism Research.

S. Niketeghad, A.O. Hebb, J. Nedrud, S. Hanarhan, and M.H. Mahoor, "Human Behavior Coding from Brain LFP Signal", Poster presented at Neuroscience 2013, San Diego, Nov. 2013.

SM Mavadati, H Feng, S Silver, A Gutierrez, MH Mahoor, "Children-Robot Interaction: Eye Gaze Analysis of Children with Autism during Social Interactions", Poster presented at the International Meeting for Autism Research (IMFAR), Atlanta, May 2014.

H. Feng, A. Gutierrez, and M. H. Mahoor, "Using NAO to Improve Directed Eye Gaze of Children with Autism Spectrum Disorders", Presented at the Texas Autism Research Conference, San Marcos, Texas, 2013.

Huanghao Feng, Anibal Gutierrez, Jun Zhang, and Mohammad H. Mahoor, "Can NAO Robot Improve Eye-Gaze Attention of Children with High Functioning Autism", IEEE International Conference on Healthcare Informatics (ICHI 2013), Philadelphia, USA, September 2013.

H. Feng, M. Kastner, J. Zhang, A. Gutierrez, S. Hepburn, and M.H. Mahoor, "Using Social Robots to Improve Directed Eye Gaze of Children with Autism Spectrum Disorders", The 2013 International Meeting for Autism Research, Spain, 2-4 May, 2013.

Mattson, W.I., Mahoor, M.H., Cadavid, S., Martinez, O.L., Messinger, D.S., & Cohn, J.F., "Eye Constriction in Positive and Negative Emotional Expressions", Poster session presented at the International Conference for Infant Studies, Baltimore, MD, 2010.

Messinger, D., Ibanez, L., Cohn, J., Mahoor, M., Haltigan, JD, Kelley, K., & Baker, J, "University of Miami Sibling Study Measuring Infant Learning and Emotion", Presentation to the annual meeting of the NIH/Autism Speaks Baby Sibs Research Consortium, Miami Beach, FL., 2009.

Mahoor, M.H., Messinger, D.S., Ibanez, L.V., Cadavid, S., Cohn, J.F., "Automated Measurement of Gaze Direction in Infants", Poster to be presented at the meeting of the Society for Research in Child Development, Denver, CO., 2009.

M. H. Mahoor, D. S. Messinger, L. Ibanez, M. Kimijima, Y. Wang, S. Cadavid, and J.F. Cohn, J.F., "Studying Facial Expressions Using Manifold Learning and Support Vector Machines", Poster at the IEEE 7th International Conference on Development and Learning, Monterey, California, Aug. 2008.

Mahoor, M.H., Messinger, D.S., Kimijima M., Brewster R., Kelley, K.M., Cohn, J.F., "Automatic Measurement of Smile Intensity", Poster presented at Marino Autism Research Institute Scientific Symposium, Vanderbilt University, Nashville, TN. April 2008.

Jian Sun, Ali Pourramezan Fard, and Mohammad H. Mahoor, "XnODR and XnIDR: Two Accurate and Fast Fully Connected Layers For Convolutional Neural Networks", Journal of Intelligent & Robotic Systems, 2023. [Arxiv]

Jian Sun, Hiroko Dodge, and Mohammad H. Mahoor, "MC-ViViT: Multi-branch Classifier-ViViT to detect Mild Cognitive Impairment in older adults using facial videos", Expert Systems with Applications, 2023. [Arxiv]

Huanghao Feng and Francesca Dino, and Mohammad Mahoor, "A Music-Therapy Robotic Platform for Children with Autism: A Pilot Study", Frontiers in Robotics and AI-Human-Robot Interaction, 2022.

Hojjat Abdollahi, Mohammad H. Mahoor, Rohola Zandie, Jarid Siewierski, and Sara H. Qualls, "Artificial Emotional Intelligence in Socially Assistive Robots for Older Adults: A Pilot Study", IEEE Transactions on Affective Computing, in press.

Ali Pourramezan Fard and Mohammad H. Mahoor, "Facial Landmark Points Detection Using Knowledge Distillation-Based Neural Networks", Computer Vision and Image Understanding, in press. [Arxiv]

Wassan Hayale, Pooran S. Negi, and Mohammad H. Mahoor, "Deep Siamese Neural Networks for Facial Expression Recognition in the Wild", IEEE Transactions on Affective Computing, in press.

Rohola Zanide and Mohammad H. Mahoor, "Topical Language Generation using Transformers", Journal of Natural Language Engineering, in press. [Arxiv]

Fahad Alhomayani and Mohammad H. Mahoor, "OutFin, a multi-device and multi-modal dataset for outdoor localization based on the fingerprinting approach.", Scientific Data, in press. The dataset is available at [Github]

Alireza Taheri, Ali Meghdari, and Mohammad H. Mahoor, "A Close Look at the Imitation Performance of Children with Autism and Typically Developing Children using a Robotic System", International Journal of Social Robotics, 2020.

Mohsen Sharifi Renani, Casey A. Myers, Rohola Zandie, Mohammad H. Mahoor, Bradley S. Davidson, and Chadd W. Clary, "Deep Learning in Gait Parameter Prediction for OA and TKA Patients Wearing IMU Sensors", Sensors, 2020.

Fahad Alhomayani and Mohammad H. Mahoor, "Deep Learning Methods for Fingerprint-Based Indoor Positioning: A Review", Journal of Location Based Services, 2020.

Yishi Lee, Mohammad H. Mahoor, and Wayne Hall, "A 2D Numerical Model of Ultrasonic Wave Propagation in Wooden Utility Poles Using Embedded Waveguide Excitation Technique", Wood and Fiber Science, 2020.

Diana Mihalache, Huanghao Feng, Farzaneh Askari, Peter Sokol‐Hessner, Eric J Moody, Mohammad H Mahoor, Timothy D Sweeny, "Perceiving gaze from head and eye rotations: An integrative challenge for children and adults", Developmental Science, 2020.

Hosein M. Golshan, Adam O. Hebb, and Mohammad H. Mahoor, "LFP-Net: A deep learning framework to recognize human behavioral activities using brain STN-LFP signals", Journal of Neuroscience Methods, 2020.

Behzad Hasani, Pooran S. Negi, and Mohammad H. Mahoor, "BReG-NeXt: Facial affect computing using adaptive residual networks with bounded gradient", IEEE Transactions on Affective Computing, 2020.

Howard Feng, Hosein Golshan, and Mohammad H. Mahoor, "A wavelet-based feature extraction approach for emotion classification using the EDA signals", Expert Systems and Applications, vol. 112, pages 77-86, 2018.

Ali Mollahosseini, Hojjat Abdollahi, Timothy Sweeny, Ron Cole, and Mohammad H. Mahoor, "Role of embodiment and presence in human perception of robots’ facial cues", International Journal of Human-Computer Studies, August 2018.

Hosein Golshan, Adam O. Hebb, Joshua Nedrud, Sara J. Hanarhan, and M.H. Mahoor, "A Hierarchical Structure for Human Behavior Classification using Local Field Potentials", Journal of Neuroscience Methods, 2018 Jan 1;293:254-263.

Soroush Niketeghad, Adam O. Hebb, Joshua Nedrud, Sara J. Hanarhan, and M.H. Mahoor, "Motor Task Detection from Human STN using Interhemispheric Connectivity", IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2018 Jan;26(1):216-223.

Ali Mollahosseini, Behzad Hasani, and Mohammad H. Mahoor, "AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild", IEEE Transactions on Affective Computing, 2018. PDF</a

Sara J. Hanrahan, Joshua J. Nedrud, Bradley S. Davidson, Sierra Farris, Monique Giroux, Aaron Haug, "Long-Term Task and Dopamine Dependent Dynamics of Subthalamic Local Field Potentials in Parkinson’s Disease", Brain Sciences, 2016 Nov 29;6(4). pii: E57.

M.R.Mohammadi, E. Fatemizadeh, and M.H. Mahoor, "A Bayesian Source Separation Method for Intensity Estimation of Action Units", IEEE Transactions on Affective Computing, May 2017.

M. R. Mohammadi, E. Fatemizadeh, M.H. Mahoor, "A Joint Dictionary Learning and Regression Model for Intensity Estimation of Facial AUs", Journal of Visual Communication and Image Representation, Volume 47, August 2017, Pages 1–9. [Link to Volume 47]

Hadi Rezaeilouyeh, Ali Mollahosseini, Mohammad H. Mahoor, "Microscopic medical image classification framework via deep learning and shearlet transform", J. Med. Imag. 3(4), 044501 (2016). DOI: 10.1117/1.JMI.3.4.044501

Hadi Rezaeilouyeh and Mohammad H. Mahoor, "Automatic Gleason Grading of Prostate Cancer using Shearlet Transform and Multiple Kernel Learning", Journal of Imaging, September 2016. DOI: MDPI Journal Link

Yanzhe Cui, Richard M Voyles, Josh T Lane, Akshay Krishnamoorthy, Mohammad H Mahoor, "A mechanism for real-time decision making and system maintenance for resource constrained robotic systems through ReFrESH", Autonomous Robots, July 2015.

Xiao Zhang and Mohammad H. Mahoor, "Task-Dependent Multi-task Multiple Kernel Learning for Facial Action Unit Detection", Pattern Recognition, Volume 51, March 2016, Pages 187–196.

Yongqiang Li, Seyed Mohammad Mavadati, Mohammad H. Mahoor, Yongping Zhao, Qiang Ji, "Measuring the intensity of spontaneous facial action units with dynamic Bayesian network", Pattern Recognition 48(11): 3417-3427, 2015.

Xiao Zhang, Mohammad H. Mahoor, and S.Mohammad Mavadati, "Facial Expression Recognition Using lp-norm MKL Multiclass-SVM", Machine Vision and Applications, 26(4), 467-483, 2015.

Mohammad R. Mohammadi, Emad Fatemizadeh, and Mohammad H. Mahoor, "Intensity Estimation of Spontaneous Facial Action Units Based on Their Sparsity Properties", IEEE Transactions on Cybernetics, April 2015.

M.R. Mohammadi, E. Fatemizadeh, and M.H. Mahoor, "PCA-Based Dictionary Building for Accurate Facial Expression Recognition via Sparse Representation", Journal of Visual Communication and Image Representation, 25 (5), 1082-1092, 2014.

S. Althloothi, M.H. Mahoor, X. Zhang, R. M. Voyles, "Human Activity Recognition Using Multi-Features and Multiple Kernel Learning", Journal of Pattern Recognition, Volume 47, Issue 5, Pages 1800–1812, May 2014.

M.R. Mohammadi, E. Fatemizadeh, M.H. Mahoor, "Non-Negative Sparse Decomposition Based on Constrained Smoothed L0 Norm", Journal of Signal Processing, Volume 100, Pages 42–50, July 2014.

J. M. Girard, J. F. Cohn, M.H. Mahoor, S. M. Mavadati, Z. Hammal, and D.P. Rosenwald, "Social Risk and Depression: Evidence from Nonverbal Behavior Analysis", Journal of Image and Vision Computing, 32(10): 641-647, 2014 (editor selection of high quality F&G’13 conference papers).

Whitney Ian Mattson, Jeffrey F. Cohn, Mohammad H. Mahoor, Devon Nicole Gangi, and Daniel S. Messinger, "Darwin’s Duchenne: Eye constriction during infant joy and distress", PLOS-One, 2013.

Adam O. Hebb, Jun Jason Zhang, Mohammad H. Mahoor, Christos Tsiokos, Charles Matlack, Howard Jay Chizeck, Nader Pouratian, "Creating the feedback loop: Signals for Closed Loop Neurostimulation", Journal of Neurosurgery Clinics of North America, 25(1):187-204, Jan. 2014.

S. Mohammad Mavadati, M. H. Mahoor, K. Bartlett, Jeff Cohn, "DISFA: A Spontaneous Facial Expressions Dataset", IEEE Transactions on Affective Computing, April-June, vol. 4 no. 2, pp. 151-160, 2013. [DISFA PDF]

Salah Althloothi, Mohammad H. Mahoor, Richard M. Voyles, "A Robust Method for Rotation Estimation Using Spherical Harmonics Representation", IEEE Transactions on Image Processing. pp. 2306-2316, Vol. 22, No.6 June 2013.

S. Althloothi, M. H. Mahoor, and R. M. Voyles, "Fitting distal limb segments for accurate skeletonization in human action recognition", Journal of Ambient Intelligence and Smart Environments, Volume 4 (2) IOS Press – Jan 1, 2012.

D.S. Messinger, D.S., W.I. Mattson, M.H. Mahoor, and J.F. Cohn, "The eyes have it: Making positive expressions more positive and negative expressions more negative", Emotion, June,12(3):430-6, 2012.

M.H. Mahoor, R. Godzdanker, K. Dalamagkidis, K. P. Valavanis, "Vision-Based Landing of Light Weight Unmanned Helicopters on a Smart landing Platform", Journal of Intelligent and Robotic Systems, Vol. 61, Issue 1-4, January, 2011.

D.S. Messinger, M.H. Mahoor, S. Chow, and J.F. Cohn, "Automated Measurement of Facial Expression in Infant-Mother Interaction: A Pilot Study", Infancy Journal, Vol. 14, 2009.

M.H. Mahoor and M. Abdel-Mottaleb, "Face Recognition Based on 3D Ridge Images Obtained from Range Data", Pattern Recognition, Vol., 42, No. 3: pp. 445-451, 2009.

A-Nasser Ansari, M. Abdel-Mottaleb and M. H. Mahoor, "A Multimodal Approach for 3D Face Modeling and Recognition using 3D Deformable Facial Mask", Machine Vision and Applications Journal, Vol. 20, No. 3, April 2009.

N. Gracias, M. H. Mahoor, S. Negahdaripour, A. Gleason, "Fast Image Blending using Watersheds and Graph Cuts", Journal of Image and Vision Computing, Vol. 27, No. 27, pp. 597-607, 2009.

M. H. Mahoor and M. Abdel-Mottaleb, "A Multi-modal Approach for Face Recognition Based on Ridge Images and Attributed Relational Graph", IEEE Transactions on Information Forensics and Security, Volume 3, Issue 3, pp.431-440, Sept. 2008.

M. Abdel-Mottaleb and M. H. Mahoor, "Algorithm for Assessing the Quality of Facial Images", IEEE Computational Intelligence Magazine (CIM), Vol. 2, No. 2, pp. 10-17, May 2007.

M. H. Mahoor, M. Abdel-Mottaleb, and N. A-Ansari, "Improved Active Shape Model for Facial Feature Extraction in Color Images", Journal of Multimedia, Vol. 1, No. 4, pp. 21-28, July 2006.

M. H. Mahoor and M. Abdel-Mottaleb, "Classification and Numbering of Teeth in Bitewing Dental Images", Journal of Pattern Recognition, Vol. 38, No. 4, pp. 577-586, April 2005.

Ali PourramezanFard and Mohammad H. Mahoor, "Loss Adaptive Coordinate-based Regression Loss for Face Alignment", 26TH International Conference on Pattern Recognition (ICPR), Montréal Québec, August 21-25, 2022.

Fahad Alohomayani, Mohammad H. Mahoor, "Oversampling Highly Imbalanced Indoor Positioning Data Using Deep Generative Models", 2021 IEEE Sensors Conference, Virtual Conference, Oct. 31- Nov.4, 2021.

Rohola Zandie, Mohammad H. Mahoor, Julia Madsen and Eshrat S. Emamian, "RyanSpeech: A Corpus for Conversational Text-to-Speech Synthesis", 2021 INTERSPEECH Conference, Brno, Czechia Republic, Aug.30-Sep.3,2021.

Ali Pourrameza Far, Hojjat Abdollahi, and Mohammad H. Mahoor, "ASMNet: a Lightweight Deep Neural Network for Face Alignment and Pose Estimation", IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), June 2021.

Fahad Alohomayani and Mohammad H. Mahoor, "Deep Learning-based Symbolic Indoor Positioning using the Serving eNodeB", 19th IEEE International Conference on Machine Learning and Applications (ICMLA), MIAMI, FLORIDA, DECEMBER 2020.

Rohola Zandie, Mohammad H. Mahoor, "EmpTransfo: A Multi-Head Transformer Architecture for Creating Empathetic Dialog Systems", AAAI Publications, The Thirty-Third International Flairs Conference, Florida, March 2020.

Francesca Dino, Rohola Zandie, Hojjat Abdollahi, Sarah Schoeder, Mohammad H Mahoor, "Delivering Cognitive Behavioral Therapy Using A Conversational SocialRobot", 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019, Macau, SAR, China, November 3-8, 2019.

Wassan Hayale, Pooran Negi, Mohammad Mahoor, "Facial Expression Recognition Using Deep Siamese Neural Networks with a Supervised Loss function", 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019).

Behzad Hasani, Pooran Singh Negi, Mohammad H Mahoor, "Bounded residual gradient networks (breg-net) for facial affect computing", 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019).

T. Soratana, M.V.S.M. Balakuntala, P. Abbaraju, R. Voyles, J. Wachs, M. Mahoor, "Glovebox Handling of High-Consequence Materials with Super Baxter and Gesture-Based Programming", 44th International Symposium on Waste Management (WM 2018), Phoenix, AZ, March 2018.

Fahad Al-homayani, Mohammad Mahoor, "Improved Indoor Geomagnetic Field Fingerprinting for Smartwatch Localization Using Deep Learning", 2018 International Conference on Indoor Positioning and Indoor Navigation (IPIN), September 2018, Nantes, France.

Ali Mollahosseini, Hojjat Abdollahi, Mohammad Mahoor, "Studying Effects of Incorporating Automated Affect Perception with Spoken Dialog in Social Robots", 27th IEEE International Conference on Robot and Human Interactive Communication (Ro-Man), August 2018, China.

Farzaneh Askari, Howard Feng, Timothy Sweeny, Mohammad Mahoor, "A Pilot Study on Facial Expression Recognition Ability of Autistic Children Using Ryan, a Rear-Projected Humanoid Robot", 27th IEEE International Conference on Robot and Human Interactive Communication (Ro-Man), August 2018, China.

Hosein M. Golshan, Adam Hebb, Joshua Nedrud, and Mohammad H. Mahoor, "Studying the Effects of Deep Brain Stimulation and Medication on the Dynamics of STN-LFP Signals for Human Behavior Analysis", 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, July 2018, Honolulu, USA.

Hosein M. Golshan, Adam O. Hebb, Sara Hanrahan, Joshua Nedrud, Mohammad H. Mahoor, "An FFT-based Synchronization Approach to Recognize Human Behaviors using STN-LFP Signal", IEEE Conference on ICASSP, New Orleans, March 2017.

Behzad Hasani and M. H. Mahoor, "Spatio-Temporal Facial Expression Recognition Using Convolutional Neural Networks and Conditional Random Fields", Face and Gesture Recognition Conference, Workshop, Washington DC, 2017.

Behzad Hasani and M. H. Mahoor, "Facial Affect Estimation in the Wild Using Deep Residual and Convolutional Networks", CVPR workshop, Hawaii, 2017.

Behzad Hasani and M. H. Mahoor, "Facial Expression Recognition Using Enhanced Deep 3D Convolutional Neural Networks", CVPR workshop, Hawaii, 2017.

Hojjat Abdollahi, Ali Mollahosseini, Joshua Lane, Mohammad Mahoor, "A Pilot Study on Using an Intelligent Life-like Robot as a Companion for Elderly Individuals with Dementia and Depression", 2017 IEEE-RAS International Conference on Humanoid Robots, November 15-17, 2017, Birmingham, UK.

Amir Kargar and Mohammad H. Mahoor, "A Pilot Study on the eBear Socially Assistive Robot: Implication for Interacting with Elderly People with Moderate Depression", 2017 IEEE-RAS International Conference on Humanoid Robots, November 15-17, 2017, Birmingham, UK.

Michelle J. Salvador, Sophia Marsh, Anibal Gutierrez, Mohammad H. Mahoor, "Development of an ABA Autism Intervention Delivered by a Humanoid Robot", 8th International Conference on Social Robotics, Kansas City, November 2016.

S. Mohammad Mavadati, Howard Feng, Michelle Salvador, Sophia Silver, Anibal Gutierrez, Mohammad Mahoor, "A Novel Robot-based Therapeutic Protocol for Training Children with Autism", 25th IEEE International Symposium on Robot and Human Interactive Communication (Ro-MAN), New York City, August 2016. [Received the RSJ/KROS Distinguished Interdisciplinary Research Award!]

Hosein M. Golshan, Adam O. Hebb, Sara Hanrahan, Joshua Nedrud, Mohammad H. Mahoor, "A Multiple Kernel Learning Approach for Human Behavioral Task Classification Using STN-LFP Signal", 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Orlando, USA, 2016.

Mohammad Mavadati, Peyten Sanger, Mohammad H. Mahoor, "Extended DISFA Dataset: Investigating Posed and Spontaneous Facial Expressions", IEEE conference on Computer Vision and Pattern Recognition Workshops (CVPR’W), Las Vegas, June 2016.

Ali Mollahosseini, Behzad Hassani, Michelle J. Salvador, Hojjat Abdollahi, David Chan, Mohammad H. Mahoor, "Facial Expression Recognition from the World Wild Web", IEEE conference on Computer Vision and Pattern Recognition Workshops (CVPR’W), Las Vegas, June 2016. http://arxiv.org/abs/1605.03639 [ARXIV Link]

Ali Mollahosseini, David Chan, Mohammad H. Mahoor, "Going Deeper in Facial Expression Recognition using Deep Neural Networks", IEEE Winter Applications of Computer Vision (WACV), 2016 http://arxiv.org/abs/1511.04110 [ARXIV Link]

Niketeghad, Soroush ; Hebb, Adam O. ; Nedrud, Joshua ; Hanrahan, Sara ; Mahoor, Mohammad H., "Motor Task Event Detection using Subthalamic Nucleus Local Field Potentials", 37th IEEE International Conference in Engineering in Medicine and Biology Society (EMBC’15), Milano, Italy, August 2015.

Michelle Salvador, Sophia Silver, Mohammad Mahoor, "An Emotion Recognition Comparative Study of Autistic and Typically-Developing Children using the Zeno Robot", 2015 IEEE International Conference on Robotics and Automation (ICRA), Seattle, Washington.

S. Mohammad Mavadati, Howard Feng, Anibal Gutierrez, and Mohammad H. Mahoor, "Comparing the Gaze Responses of Children with Autism and Typically Developed Individuals in Human-Robot Interaction", 2014 IEEE-RAS International Conference on Humanoid Robots.

A. Mollahosseini, G. Graitzer, E. Borts, S. Conyers, R. M. Voyles, R. Cole, M.H. Mahoor, "ExpressionBot: An emotive lifelike robotic face for face-to-face communication", 2014 IEEE-RAS International Conference on Humanoid Robots.

Xiao Zhang, Ali Mollahosseini, Amir H. Kargar B., Evan Boucher, Richard Voyles, Rodney Nielsen, Mohammad Mahoor, "Ebear: An Expressive Bear-Like Robot", in the 23rd IEEE International Symposium on Robot and Human Interactive Communication (Ro-MAN), Edinburgh, Scotland, UK, Aug 2014.

Yanzhe Cui, Richard Voyles, Joshua Lane, Mohammad Mahoor, "ReFrESH: A Self-Adaptation Framework to Support Fault Tolerance in Field Mobile Robot", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Chicago, 2014.

Zaker, N., Mahoor, M.H., Messinger, D.S., Cohn, "Jointly Detecting Infants Multiple Facial Action Units Expressed During Spontaneous Face-to-Face Communication", the IEEE International Conference on Imaging Processing. La Defense, Paris, France. October 2014.

Hadi Rezaeilouyeh, Mohammad H. Mahoor, Jun Zhang, Francisco G. La Rosa, Samuel Chang, Priya N. Werahera, "Diagnosis of Prostatic Carcinoma on Multiparametric Magnetic Resonance Imaging Using Shearlet Transform", the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’14), Chicago, Illinois, August 2014.

Soroush Niketeghad, Adam O. Hebb, Joshua Nedrud, Sara Hanrahan, Mohammad H. Mahoor, "Single Trial Behavioral Task Classification Using Subthalamic Nucleus Local Field Potential Signals", 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’14), Chicago, Illinois, August 2014.

Amir H. Kargar B., Ali Mollahosseini, Taylor Struemph, Wilson Pace, Rodney D. Nielsen, Mohammad H. Mahoor, "Automatic Measurement of Physical Mobility in Get-Up-and-Go Test Using Kinect Sensor", the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’14), Chicago, Illinois, August 2014.

S.M. Mavadati and M.H. Mahoor, "Temporal Facial Expression Modeling for Automated Action Unit Intensity Measurement", in the 22nd International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, August 2014.

X. Zhang and M.H. Mahoor, "Simultaneous Detection of Multiple Facial Action Units via Hierarchical Task Structure Learning", in the 22nd International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, August 2014.

H. Rezaeilouyeh, M.H. Mahoor, F. La Rosa, and J.J. Zhang, "Prostate Cancer Detection and Gleason Grading of Histological Images using Shearlet Transform", 47th Asilomar Conference on Signals, Systems and Computers, Nov. 2013.

H. Jiang, J.J. Zhang, A. O. Hebb,and M.H. Mahoor, "Time-frequency Analysis of Brain Electrical Signals for Behavior Recognition in Patients with Parkinson’s Disease", 47th Asilomar Conference on Signals, Systems and Computers, Nov.2013.

X. Zhang, M.H. Mahoor, S.M. Mavadati, and J.F. Cohn, "A lp-norm MTMKL Framework for Simultaneous Detection of Multiple Facial Action Units", in the IEEE Winter conference on Applications of Computer Vision (WACV’14), Steamboat Springs, Co, March 2014.

X. Zhang and M. H. Mahoor, and R. Nielsen, "On Multi-task Learning for Facial Action Unit Detection", in the 2013 Image and Vision Computing New Zealand Conference (IVCNZ), Nov. 2013.

S.M. Mavadati, M. H. Mahoor, and X. Zhang, "Manifold Alignment Using Curvature Information", in the 2013 Image and Vision Computing New Zealand Conference (IVCNZ), Nov. 2013.

M.R. Mohammadi, E. Fatemizadeh, and M.H. Mahoor, "Simultaneous Recognition of Facial Expression and Identity via Sparse Representation", in the IEEE Winter conference on Applications of Computer Vision (WACV14).

Xiaoxiao Dai, Meng Wu, Bradley Davidson, Mohammad Mahoor and Jun Zhang, "Image-based Fall Detection with Human Posture Sequence Modeling", the IEEE International Conference on Healthcare Informatics (ICHI), Philadelphia, USA, September 2013.

Mustafa Ayad, Jason Jun Zhang Jason, Richard Voyles, Mohammad Mahoor, "Mobile Robot Connectivity Maintenance Based Electromagnetic Field Recognition", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Osaka University, Japan, Nov. 2013.

Zakia Hammal, Jeffrey F Cohn, Daniel S Messinger, Whitney Mattson and Mohammad Mahoor, "Head movement dynamics during normal and perturbed parent-infant interaction", Proceedings of the Affective Computing and Intelligent Interaction, Geneva, Switzerland. September 2013.

H. Rezaeilouyeh, M.H. Mahoor, S.M. Mavadati, J. Zhang, "A Microscopic Image Classification Method using Shearlet Transform", IEEE International Conference on Healthcare Informatics (ICHI 2013), Philadelphia, USA, September 2013.

Yanzhe Cui, Richard Voyles, Mohammad H. Mahoor, "ReFrESH, Part I: A Self-Adaptive Architecture for Embedded Systems", 9th IEEE International Conference on Automation Science and Engineering. Madison, Wisconsin, August 2013.

Ali Mollahosseini and Mohammad H. Mahoor, "Bidirectional Warping of Active Appearance Model", in IEEE CVPR workshop on Analysis and Modeling of Faces and Gestures, Portland, OR, June 2013.

X. Zhang, M.H. Mahoor, and R.M. Voyles, "Facial Expression Recognition using HessianMKL based Multiclass-SVM", in EmoSpace Workshop with the IEEE International Conference on Automatic Face and Gesture Recognition, Shanghai, China, April 2013.

Girard, J. M., Cohn, J. F., Mahoor, M. H., Mavadati, S. M., Rosenwald, D., "Manual and automatic analysis of facial affective reactivity in major depressive disorder", IEEE International Conference on Automatic Face and Gesture Recognition, Shanghai, China, 2013.

N. Zaker, M.H. Mahoor, W. I. Mattson, D.S. Messinger, J.F. Cohn, "A study on different classification methods for automatic measurement of spontaneous facial expression", In the 10th IEEE Conference on Automated Face and Gesture Conference, April 2013.

Yongqiang Li, Seyed Mohammad Mavadati, Mohammad H. Mahoor’s, and Qiang Ji, "A Unified Probabilistic Framework For Measuring The Intensity of Spontaneous Facial Action Units", 10th IEEE International Conference on Automatic Face and Gesture Recognition, 2013.

Nazanin Zaker, Mohammad H. Mahoor, Whitney I. Mattson, Daniel S. Messinger, Jeffrey F. Cohn, "Intensity Measurement of Spontaneous Facial Actions: Evaluation of Different Image Representations", In the Proceedings of the IEEE International Conference on Development and Learning and Epigenetic Robotics, November 2012.

Yanzhe Cui, Richard M. Voyles, Miao He, Guangying Jiang, Mohammad H. Mahoor, "A Self-Adaptation Framework for Heterogeneous Miniature Search and Rescue Robots", in the 10th IEEE International Symposium on Safety, Security, and Rescue Robotics, College Station, Texas, Nov. 2012.

S. M. Mavadati, M. H. Mahoor, K. Bartlett, P. Trinh, "Automatic Detection Of Non-Posed Facial Action Units", In the proceedings of the IEEE International Conference on Image Processing (ICIP’12), Orlando, FL 2012.

Ali Mollahosseini, Mohammad H. Mahoor, and Hamid Shahbazkia, "Bidirectional Warping of Active Appearance Model", In the Proceedings of the IEEE International Conference on Development and Learning and Epigenetic Robotics, November 2012.

S. Mohammad Mavadati and Mohammad H. Mahoor, "Curvature Estimation of High-dimensional Data: Implication for Behavioral Data Analysis", In the Proceedings of the IEEE International Conference on Development and Learning and Epigenetic Robotics, November 2012.

He, M., Cui, Y., Voyles, R. M., and Mahoor, M. H., "Morphing Crossbar: A Partial Dynamic Reconfiguration Architecture for Module Interconnect", In the proceeding of the 7th International Workshop on Reconfigurable Communication-centric Systems-on-Chip. York, UK. July 2012.

Evans, J., Neilson, P., Rath, J., De Witt, J., Laz, P. J., & Mahoor, M. H., "Design Of An Eye Tracking System Enabling Communication For Tbi And Sci Patients", Puerto Rico: the ASME 2012 Summer Bioengineering Conference. (Finalist in the undergraduate design project competition in rehabilitation and assistive devices).

Ayad, M., Zhang, J. J., Voyles, R. M., & Mahoor, M. H., "Electromagnetic Field Recognition for Proactive Robot Communication Connectivity Maintenance", In the proceeding of the Asilomar Conference on Signals, Systems, and Computers, Nov. 2012, Pacific Grove, CA.

Saba Bakhshi, Mohammad H. Mahoor, and Bradley S. Davidson, "DEVELOPMENT OF A BODY JOINT ANGLE MEASUREMENT SYSTEM USING IMU SENSORS", 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC ’11), Boston, Aug. 30th-Sep. 3rd, 2011.

Saba Bakhshi, Xin Li, Nikolay Semenov, Jesús Apodaca-Madrid, Mohammad H. Mahoor, Kimberly E. Newman, Carlin S. Long, and Christine Neuman, "Congestive Heart Failure Home Monitoring Pilot Study in Urban Denver", 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC ’11), Boston, Aug. 30th-Sep. 3rd, 2011.

Kevin L. Veon, Mohammad H. Mahoor, Richard M. Voyles, "Video Stabilization Using SIFT-ME Features and Fuzzy Clustering", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011), Sep. 2011, San Francisco, CA.

S. Bakhshi and M.H. Mahoor, "Development of a Wearable Sensor System for Measuring Body Joint Flexion", Body Sensor Networks (BSN) Conference, Dallas, May 23-25, 2011.

M. H. Mahoor, M. Zhou, K. Veon, S. M. Mavadati and J. Cohn, "Facial Action Unit Recognition with Sparse Representation", 9th IEEE International Conference on Automatic Face and Gesture Recognition (FG011), Santa Barbra CA, March 2011.

A-Nasser Ansari, M. H. Mahoor, and M. Abdel-Mottaleb, "Normalized 3d to 2d Model-Based Facial Image Synthesis for 2d Model-Based Face Recognition", IEEE GCC Conference and Exhibition, Dubai, Feb. 2011.

K. Veon and M. H. Mahoor, "Localized Support Vector Machines Using Parzen Window for Incomplete Sets of Categories", IEEE Workshop on Applications of Computer Vision (WACV 2011), Hawaii, January 2011.

D. Alie, M. H. Mahoor, W. Mattson, D. Anderson, and D. S. Messinger, "Analysis of Eye Gaze Pattern of Infants at Risk of Autism Spectrum Disorder using Markov Models", IEEE Workshop on Applications of Computer Vision (WACV 2011), Hawaii, January 2011.

Rodney D Nielsen, Richard Voyles, Daniel Bolanos, Mohammad H. Mahoor, Wilson Pace, Katie Siek, and Wayne Ward, "A Platform for Human-Robot dialog Systems Research", Presented at the AAAI Fall Symposium, Arlington, Virginia, November 2010.

M. H. Mahoor, R. Godzdanker, K. Dalamagkidis, K. P. Valavanis, "Vision-Based Landing of Light Weight Unmanned Helicopters on a Smart landing Platform", Proceedings of the International Conference & Exhibition on Unmanned Aerial Vehicles (UAV’10), Dubai, June 2010.

Wu, G., Mahoor, M.H., Althloothi, S., Voyles, R., "SIFT-Motion Estimation (SIFT-ME): A New Feature for Human Activity Recognition", The 2010 International Conference on Image Processing, Computer Vision, and Pattern Recognition, Los Vegas, July 2010.

Althloothi, S., Voyles, R., Mahoor, M.H., Wu, G., "2D Human Skeleton Model from Monocular Video for Human Activity Recognition", The 2010 International Conference on Image Processing, Computer Vision, and Pattern Recognition, Los Vegas, July 2010.

Steven Cadavid, Mohammad H. Mahoor, and Mohamed Abdel-Mottaleb, "Multi-modal Biometric Modeling and Recognition of the Human Face and Ear", International Workshop on Safety, Security, and Rescue Robotics, November 2009.

M. H. Mahoor, S. Cadavid, M. Abdel-Mottaleb, "MULTI-MODAL EAR AND FACE MODELING AND RECOGNITION", To present in IEEE International Conference on Image Processing, Cairo, Egypt, 2009.

S. Cadavid, M. Abdel-Mottaleb, D. S. Messinger, M. H. Mahoor, & L. E. Bahrick, "Detecting local audio-visual synchrony in monologues utilizing vocal pitch and facial landmark trajectories", British Machine Vision Conference (BMVC), 2009.

S. Cadavid, M. H. Mahoor, D. S. Messinger, J. F. Cohn, "Automated Classification of Gaze Direction Using Spectral Regression and Support Vector Machine", International Conference on Affective Computing & Intelligent Interaction. Netherland, 2009.

D. S. Messinger, M. H. Mahoor, S. Cadavid, M. Kimijima, JD Haltigan, and J. F. Cohn, "The Role of Eye Constriction in Positive and Negative Infant Emotional Expressions", Hot Topic paper presented to the International Society for Research in Emotions. Leuven, Belgium, 2009.

M. H. Mahoor, S. Cadavid, D. S. Messinger, and J. F. Cohn, "A Framework for Automated Measurement of the Intensity of Non-Posed Facial Action Units", 2nd IEEE Workshop on CVPR for Human communicative Behavior analysis (CVPR4HB), Miami Beach, June 25, 2009.

M. H. Mahoor, A. Ansari, and M. Abdel-Mottaleb, "Multi-modal (2-D and 3-D) Face Modeling and Recognition Using Attributed Relational Graph", IEEE International Conference on Image Processing, ICIP08, Sept. 2008, San Diego, CA.

Messinger, D.S., Mahoor, M.H., Cadavid, S. Chow, S. Cohn, J.F., "Early Interactive Emotional Development", IEEE 7th International Conference on Development and Learning. Monterey, CA. 2008.

M. H. Mahoor and M. Abdel-Mottaleb, "3D Face Recognition based on: Ridge Image and Hausdorff Distance", IEEE International Conference on Image Processing, ICIP07, Sept. 2007, San Antonio, TX.

A. Ansari, M. Abdel-Mottaleb, and M. H. Mahoor, "3D Face Mesh Modeling From Range Images for 3D Face Recognition", accepted in IEEE International Conference on Image Processing, ICIP-2007.

N. Gracias, S. Negahdaripour, A. Gleason and M. H. Mahoor, "Fast Image Blending using Watersheds and Graph Cuts", In the Proceedings of British Machine Vision Conference 2006 (BMVC06), Edinburgh, September 2006.

A. Ansari, M. Abdel-Mottaleb and M. H. Mahoor, "Disparity-Based 3D Face Modeling Using 3D Deformable Facial Mask for 3D Face Recognition", in the Proceedings of International Conference on Multimedia and Expo 2006 (ICME06), Toronto, Canada, July 2006, pp 981-984.

A. Ansari, M. Abdel-Mottaleb and M. H. Mahoor, "Disparity-Based 3D Face Modeling For 3D Face Recognition", International Conference on Image Processing (ICIP06), Atlanta, October 2006.

A. Ansari, M. Abdel-Mottaleb and M. H. Mahoor, "A Multimodal Approach for 3D Face Modeling and Recognition Using Deformable Mesh Model", Biometrics Symposium 2006, Baltimore, Maryland, September 2006.

M. H. Mahoor and M. Abdel-Mottaleb, "Facial Features Extraction in Color Images Using Enhanced Active Shape Model", In the proceedings of the 7th IEEE international conference of AFGR, Southampton, UK 2006.

M. H. Mahoor and M. Abdel-Mottaleb, "Automatic Classification of Teeth in Bitewing Dental Images", International Conference on Image Processing, ICIP04, Oct 24-27, 2004 Singapore.

M. H. Mahoor and Bijan Vosoughi, "Mathematical Modeling of Neurons", 4th Conference of Computer Association in Iran, 1999.

M. Mokhtari-Dizaji, E. Zahedi, M. Gity, N. Ahmadinejad, A. Sharafi, M. H. Mahoor, "Evaluation Of Optical Flow Technique On Detection Of Internal Displacement Of Tissue In Ultrasound Images", In the proceedings of the 2nd Conference on Machine Vision, Image Processing & Applications (MVIP’03), Tehran, Feb. 2003.