The Machine Knows What You Are Hiding: An Automatic Micro-expression Recognition System

Pictures of Facial Affect

Ekman, P. (1976) · Medical Entomology and Zoology · Cited by 4,345 · see citing works

Comprehensive database for facial expression analysis

Takeo Kanade, A., Cohn, J. F., & Tian, Y. (2002) · International Conference on Automatic Face and Gesture Recognition · doi:10.1109/afgr.2000.840611 · Cited by 2,612 · see citing works

University of California, San Francisco

(1974) · Medical History · doi:10.1017/s0025727300019682 · Cited by 2,218 · see citing works

Coding facial expressions with Gabor wavelets

Lyons, M. J., Akamatsu, S., Kamachi, M., & Gyoba, J. (2002) · International Conference on Automatic Face and Gesture Recognition · doi:10.1109/afgr.1998.670949 · Cited by 2,214 · see citing works

Nonverbal Leakage and Clues to Deception ^†

Ekman, P., & Friesen, W. V. (1969) · Psychiatry · doi:10.1080/00332747.1969.11023575 · Cited by 1,854 · see citing works

Web-Based Database for Facial Expression Analysis

Pantić, M., Valstar, M., Rademaker, R. M., & Maat, L. (2005) · IEEE International Conference on Multimedia and Expo (ICME) · doi:10.1109/icme.2005.1521424 · Cited by 1,099 · see citing works

Sharing features: efficient boosting procedures for multiclass object detection

Torralba, A. B., Murphy, K. P., & Freeman, W. T. (2004) · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · doi:10.1109/cvpr.2004.1315241 · Cited by 581 · see citing works

Lie Catching and Microexpressions

Ekman, P. (2009) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780195327939.003.0008 · Cited by 335 · see citing works

Facial micro-expressions recognition using high speed camera and 3D-gradient descriptor

Polikovsky, S., Kameda, Y., & Ohta, Y. (2009) · 3rd International Conference on Imaging for Crime Detection and Prevention (ICDP 2009) · doi:10.1049/ic.2009.0244 · Cited by 312 · see citing works

Toward Practical Smile Detection

Whitehill, J., Littlewort, G. C., Fasel, I., Bartlett, M. S., & Movellan, J. R. (2009) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2009.42 · Cited by 310 · see citing works

Annual Meeting of the International Communication Association

Thomas, F. (1974) · Cited by 286 · see citing works

A Dynamic Texture-Based Approach to Recognition of Facial Actions and Their Temporal Models

Koelstra, S., Pantic, M., & Patras, I. (2010) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2010.50 · Cited by 242 · see citing works

Macro- and micro-expression spotting in long videos using spatio-temporal strain

Shreve, M., Godavarthy, S., Goldgof, D., & Sarkar, S. (2011) · Face and Gesture 2011 · doi:10.1109/fg.2011.5771451 · Cited by 218 · see citing works

A pilot study to investigate the effectiveness of emotion recognition remediation in schizophrenia using the micro‐expression training tool

Russell, T. A., Chu, E. M.-Y., & Phillips, M. L. (2006) · British Journal of Clinical Psychology · doi:10.1348/014466505x90866 · Cited by 200 · see citing works

Airport security: Intent to deceive?

Weinberger, S. (2010) · Nature · doi:10.1038/465412a · Cited by 134 · see citing works

Towards macro- and micro-expression spotting in video using strain patterns

Shreve, M., Godavarthy, S., Manohar, V., Goldgof, D., & Sarkar, S. (2009) · 2009 Workshop on Applications of Computer Vision (WACV) · doi:10.1109/wacv.2009.5403044 · Cited by 124 · see citing works

Face Detection - Efficient and Rank Deficient

Kienzle, W., Bakir, G., Franz, M., Schölkopf, B., Weiss, Y., & Y., W. (2005) · MPG.PuRe (Max Planck Society) · Cited by 107 · see citing works

Crocodile tears: Facial, verbal and body language behaviours associated with genuine and fabricated remorse.

ten Brinke, L., MacDonald, S., Porter, S., & O’Connor, B. P. (2011) · Law and Human Behavior · doi:10.1037/h0093950 · Cited by 87 · see citing works

MutualBoost learning for selecting Gabor features for face recognition

Shen, L., & Bai, L. (2006) · Pattern Recognition Letters · doi:10.1016/j.patrec.2006.02.005 · Cited by 77 · see citing works

The Philosophy of Deception

Martin, C. W. (2009) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780195327939.001.0001 · Cited by 62 · see citing works

A dynamic facial expression database

Roy, S., Roy, C., Fortin, I., Éthier-Majcher, C., Belin, P., & Gosselin, F. (2010) · Journal of Vision · doi:10.1167/7.9.944 · Cited by 54 · see citing works

Automated Facial Expression Measurement: recent Applications to Basic Research in Human Behavior, Learning, and Education

Bartlett, M. S., & Whitehill, J. (2011) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780199559053.013.0025 · Cited by 27 · see citing works

On selection and combination of weak learners in AdaBoost

Gao, C., Sang, N., & Tang, Q. (2010) · Pattern Recognition Letters · doi:10.1016/j.patrec.2009.12.019 · Cited by 25 · see citing works

Fast Adaboost Training Algorithm by Dynamic Weight Trimming

Jia, H.-X., & Zhang, Y. (2009) · Chinese Journal of Computers · doi:10.3724/sp.j.1016.2009.00336 · Cited by 18 · see citing works

Crocodile tears: Facial, verbal and body language behaviours associated with genuine and fabricated remorse.

ten Brinke, L., MacDonald, S., Porter, S., & O’Connor, B. P. (2011) · Law and Human Behavior · doi:10.1007/s10979-011-9265-5 · Cited by 15 · see citing works

Fast Adaboost Training Algorithm by Dynamic Weight Trimming

Hui, J. (2009) · Chinese Journal of Computers · Cited by 10 · see citing works

Facial Expression Analysis under Partial Occlusion

Zhang, L., Verma, B., Tjondronegoro, D., & Chandran, V. (2018) · ACM Computing Surveys · doi:10.1145/3158369 · Cited by 1,291 · see citing works

CASME II: An Improved Spontaneous Micro-Expression Database and the Baseline Evaluation

Yan, W.-J., Li, X., Wang, S.-J., Zhao, G., Liu, Y.-J., Chen, Y.-H., & Fu, X. (2014) · PLoS ONE · doi:10.1371/journal.pone.0086041 · Cited by 993 · see citing works

A Spontaneous Micro-expression Database: Inducement, collection and baseline

Li, X., Pfister, T., Huang, X., Zhao, G., & Pietikäinen, M. (2013) · International Conference on Automatic Face and Gesture Recognition · doi:10.1109/fg.2013.6553717 · Cited by 703 · see citing works

Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-Related Applications

Corneanu, C. A., Simon, M. O., Cohn, J. F., & Guerrero, S. E. (2016) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2016.2515606 · Cited by 527 · see citing works

CASME database: A dataset of spontaneous micro-expressions collected from neutralized faces

Yan, W., Wu, Q., Liu, Y., Wang, S., & Fu, X. (2013) · International Conference on Automatic Face and Gesture Recognition · doi:10.1109/fg.2013.6553799 · Cited by 363 · see citing works

Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods

Li, X., Hong, X., Moilanen, A., Huang, X., Pfister, T., Zhao, G., & Pietikainen, M. (2017) · IEEE Transactions on Affective Computing · doi:10.1109/taffc.2017.2667642 · Cited by 384 · see citing works

Microexpression Identification and Categorization Using a Facial Dynamics Map

Xu, F., Zhang, J., & Wang, J. Z. (2016) · IEEE Transactions on Affective Computing · doi:10.1109/taffc.2016.2518162 · Cited by 284 · see citing works

Discriminative Spatiotemporal Local Binary Pattern with Revisited Integral Projection for Spontaneous Facial Micro-Expression Recognition

Huang, X., Wang, S., Liu, X., Zhao, G., Feng, X., & Pietikäinen, M. (2017) · IEEE Transactions on Affective Computing · doi:10.1109/taffc.2017.2713359 · Cited by 195 · see citing works

A Survey of Automatic Facial Micro-Expression Analysis: Databases, Methods, and Challenges

Oh, Y.-H., See, J., Ngo, A. C. L., Phan, R. C. ‐., & Baskaran, V. M. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01128 · Cited by 161 · see citing works

Selective deep features for micro-expression recognition

Patel, D., Hong, X., & Zhao, G. (2016) · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · doi:10.1109/icpr.2016.7899972 · Cited by 145 · see citing works

Efficient Spatio-Temporal Local Binary Patterns for Spontaneous Facial Micro-Expression Recognition

Wang, Y., See, J., Phan, R. C. ‐., & Oh, Y.-H. (2015) · PLoS ONE · doi:10.1371/journal.pone.0124674 · Cited by 143 · see citing works

A two-stage 3D CNN based learning method for spontaneous micro-expression recognition

Zhao, S., Tao, H., Zhang, Y., Xu, T., Zhang, K., Hao, Z., & Chen, E. (2021) · Neurocomputing · doi:10.1016/j.neucom.2021.03.058 · Cited by 141 · see citing works

Advances, Challenges, and Opportunities in Automatic Facial Expression Recognition

Martínez, B., & Valstar, M. (2016) · Springer eBooks · doi:10.1007/978-3-319-25958-1_4 · Cited by 136 · see citing works

MESNet: A Convolutional Neural Network for Spotting Multi-Scale Micro-Expression Intervals in Long Videos

Wang, S.-J., He, Y., Li, J.-T., & Fu, X.-L. (2021) · IEEE Transactions on Image Processing · doi:10.1109/tip.2021.3064258 · Cited by 114 · see citing works

A comprehensive survey on automatic facial action unit analysis

Zhi, R., Liu, M., & Zhang, D. (2019) · The Visual Computer · doi:10.1007/s00371-019-01707-5 · Cited by 127 · see citing works

A survey: facial micro-expression recognition

Takalkar, M. A., Xu, M. G., Wu, Q., & Chaczko, Z. (2017) · Multimedia Tools and Applications · doi:10.1007/s11042-017-5317-2 · Cited by 123 · see citing works

Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks

Reddy, S., Karri, S. T., Dubey, S. R., & Mukherjee, S. (2019) · International Joint Conference on Neural Networks (IJCNN) · doi:10.1109/ijcnn.2019.8852419 · Cited by 119 · see citing works

Spotting Rapid Facial Movements from Videos Using Appearance-Based Feature Difference Analysis

Moilanen, A., Zhao, G., & Pietikäinen, M. (2014) · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · doi:10.1109/icpr.2014.303 · Cited by 118 · see citing works

Micro-expression recognition: an updated review of current trends, challenges and solutions

Goh, K. M., Ng, C. H., Lim, L. L., & Sheikh, U. U. (2018) · The Visual Computer · doi:10.1007/s00371-018-1607-6 · Cited by 92 · see citing works

Image Based Facial Micro-Expression Recognition Using Deep Learning on Small Datasets

Takalkar, M. A., & Xu, M. G. (2017) · International Conference on Digital Image Computing: Techniques and Applications (DICTA) · doi:10.1109/dicta.2017.8227443 · Cited by 90 · see citing works

Spotting Macro-and Micro-expression Intervals in Long Video Sequences

He, Y., Wang, S., Li, J., & Yap, M. H. (2020) · International Conference on Automatic Face and Gesture Recognition · doi:10.1109/fg47880.2020.00036 · Cited by 72 · see citing works

A review of motion analysis methods for human Nonverbal Communication Computing

Metaxas, D., & Zhang, S. (2013) · Image and Vision Computing · doi:10.1016/j.imavis.2013.03.005 · Cited by 63 · see citing works

Micro-Facial Movement Detection Using Individualised Baselines and Histogram-Based Descriptors

Davison, A. K., Yap, M. H., & Lansley, C. (2015) · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · doi:10.1109/smc.2015.326 · Cited by 63 · see citing works

Spatiotemporal Integration of Optical Flow Vectors for Micro-expression Detection

Patel, D., Zhao, G., & Pietikäinen, M. (2015) · Lecture notes in computer science · doi:10.1007/978-3-319-25903-1_32 · Cited by 62 · see citing works

Learning effective binary descriptors for micro-expression recognition transferred by macro-information

Ben, X., Jia, X., Yan, R., Zhang, X., & Meng, W. (2017) · Pattern Recognition Letters · doi:10.1016/j.patrec.2017.07.010 · Cited by 60 · see citing works

A survey of micro-expression recognition

Zhou, L., Shao, X., & Mao, Q. (2020) · Image and Vision Computing · doi:10.1016/j.imavis.2020.104043 · Cited by 54 · see citing works

Micro-expression spotting: A new benchmark

Tran, T.-K., Vo, Q.-N., Hong, X., Li, X., & Zhao, G. (2021) · Neurocomputing · doi:10.1016/j.neucom.2021.02.022 · Cited by 55 · see citing works

Automatic expression spotting in videos

Shreve, M., Brizzi, J., Fefilatyev, S., Luguev, T. S., Goldgof, D. B., & Sarkar, S. (2014) · Image and Vision Computing · doi:10.1016/j.imavis.2014.04.010 · Cited by 55 · see citing works

FusionSense: Emotion Classification Using Feature Fusion of Multimodal Data and Deep Learning in a Brain-Inspired Spiking Neural Network

Tan, C., Ceballos, G., Kasabov, N., & Subramaniyam, N. P. (2020) · Italian National Conference on Sensors · doi:10.3390/s20185328 · Cited by 43 · see citing works

Micro-expression recognition based on local binary patterns from three orthogonal planes and nearest neighbor method

Guo, Y., Tian, Y., Gao, X., & Zhang, X. (2014) · International Joint Conference on Neural Networks (IJCNN) · doi:10.1109/ijcnn.2014.6889620 · Cited by 51 · see citing works

Macro-to-micro transformation model for micro-expression recognition

Jia, X., Ben, X., Yuan, H., Kpalma, K., & Meng, W. (2017) · Journal of Computational Science · doi:10.1016/j.jocs.2017.03.016 · Cited by 51 · see citing works

Motion descriptors for micro-expression recognition

Lu, H., Kpalma, K., & Ronsin, J. (2018) · Signal Processing Image Communication · doi:10.1016/j.image.2018.05.014 · Cited by 45 · see citing works

Facial micro-expression recognition: A machine learning approach

Adegun, I. P., & Vadapalli, H. (2020) · Scientific African · doi:10.1016/j.sciaf.2020.e00465 · Cited by 44 · see citing works

Manifold feature integration for micro-expression recognition

Takalkar, M. A., Xu, M. G., & Chaczko, Z. (2020) · Multimedia Systems · doi:10.1007/s00530-020-00663-8 · Cited by 35 · see citing works

Learning a sparse codebook of facial and body microexpressions for emotion recognition

Song, Y., Morency, L., & Davis, R. (2013) · INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION · doi:10.1145/2522848.2522851 · Cited by 35 · see citing works

Micro-expression recognition system

Zhang, P., Ben, X., Yan, R., Wu, C. H., & Guo, C. Y. (2015) · Optik · doi:10.1016/j.ijleo.2015.10.217 · Cited by 33 · see citing works

A Survey of Micro-expression Recognition Methods Based on LBP, Optical Flow and Deep Learning

Zeng, X., Zhao, X., Zhong, X., & Liu, G. (2023) · Neural Processing Letters · doi:10.1007/s11063-022-11123-x · Cited by 32 · see citing works

Recognizing spontaneous micro-expression from eye region

Duan, X., Dai, Q., Wang, X., Wang, Y., & Hua, Z. (2016) · Neurocomputing · doi:10.1016/j.neucom.2016.03.090 · Cited by 30 · see citing works

A comprehensive survey on facial micro-expression: approaches and databases

Esmaeili, V., Feghhi, M. M., & Shahdi, S. O. (2022) · Multimedia Tools and Applications · doi:10.1007/s11042-022-13133-2 · Cited by 29 · see citing works

Cost-Effective CNNs for Real-Time Micro-Expression Recognition

Belaiche, R., Liu, Y., Migniot, C., Dominique Ginhac, B., & Yang, F. (2020) · Applied Sciences · doi:10.3390/app10144959 · Cited by 27 · see citing works

Sliding Window Based Micro-expression Spotting: A Benchmark

Tran, T.-K., Hong, X., & Zhao, G. (2017) · Lecture notes in computer science · doi:10.1007/978-3-319-70353-4_46 · Cited by 27 · see citing works

Facial expression intensity estimation using Siamese and triplet networks

Sabri, M., & Kurita, T. (2018) · Neurocomputing · doi:10.1016/j.neucom.2018.06.054 · Cited by 25 · see citing works

Reading Hidden Emotions: Spontaneous Micro-expression Spotting and Recognition.Preprint

Li, X., Hong, X., Moilanen, A., Huang, X., Pfister, T., Zhao, G., & Pietikäinen, M. (2015) · arXiv (Cornell University) · Cited by 25 · see citing works

Deep Learning-Based Micro Facial Expression Recognition Using an Adaptive Tiefes FCNN Model

Durga, B. K., Rajesh, V., Jagannadham, S., Kumar, P. S., Rashed, A. N. Z., & Saikumar, K. (2023) · Traitement du signal · doi:10.18280/ts.400319 · Cited by 20 · see citing works

Emotion recognition using fixed length micro-expressions sequence and weighting method

Chen, M., Ma, H. T., Li, J., & Wang, H. (2016) · IEEE International Conference on Real-time Computing and Robotics (RCAR) · doi:10.1109/rcar.2016.7784067 · Cited by 20 · see citing works

Multi-task Micro-expression Recognition Combining Deep and Handcrafted Features

Hu, C., Jiang, D., Zou, H., Zuo, X., & Shu, Y. (2018) · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · doi:10.1109/icpr.2018.8545555 · Cited by 20 · see citing works

Automatic Hidden Sadness Detection Using Micro-Expressions

Grobova, J., Čolović, M., Marjanovic, M., Njeguš, A., Demire, H., & Anbarjafari, G. (2017) · International Conference on Automatic Face and Gesture Recognition · doi:10.1109/fg.2017.105 · Cited by 18 · see citing works

Spontaneous Facial Micro-Expression Recognition using Discriminative Spatiotemporal Local Binary Pattern with an Improved Integral ProjectionPreprint

Huang, X., Wang, S., Liu, X., Zhao, G., Feng, X., & Pietikäinen, M. (2016) · arXiv (Cornell University) · doi:10.48550/arxiv.1608.02255 · Cited by 17 · see citing works

Triple-ATFME: Triple-Branch Attention Fusion Network for Micro-Expression Recognition

Li, F., Nie, P., You, M., Chen, Z., & Wang, G. (2024) · Arabian Journal for Science and Engineering · doi:10.1007/s13369-024-08973-z · Cited by 16 · see citing works

Micro-Expression Recognition by Regression Model and Group Sparse Spatio-Temporal Feature Learning

Ping, L. U., Zheng, W., Wang, Z., Qiang, L. I., Zong, Y., Xin, M., & Wu, L. (2016) · IEICE Transactions on Information and Systems · doi:10.1587/transinf.2015edl8221 · Cited by 16 · see citing works

Sparse Spatiotemporal Descriptor for Micro-Expression Recognition Using Enhanced Local Cube Binary Pattern

Cen, S., Yu, Y., Yan, G., Yu, M., & Yang, Q. (2020) · Sensors · doi:10.3390/s20164437 · Cited by 15 · see citing works

Going deeper in hidden sadness recognition using spontaneous micro expressions database

Gorbova, J., Čolović, M., Marjanovic, M., Njeguš, A., & Anbarjafari, G. (2019) · Multimedia Tools and Applications · doi:10.1007/s11042-019-7658-5 · Cited by 15 · see citing works

The design of error-correcting output codes based deep forest for the micro-expression recognition

Lin, W., Ge, Q.-C., Liong, S., Liu, J.-T., Liu, K., & Wu, Q. (2022) · Applied Intelligence · doi:10.1007/s10489-022-03590-5 · Cited by 14 · see citing works

The heterogeneous ensemble of deep forest and deep neural networks for micro-expressions recognition

Sun, M., Liong, S., Liu, K., & Wu, Q. (2022) · Applied Intelligence · doi:10.1007/s10489-022-03284-y · Cited by 14 · see citing works

Behavioral measures of humility: Part 2. Conceptual mapping and charting ways forward

Tongeren, D. R. V., Ng, V., Hickman, L., & Tay, L. (2022) · The Journal of Positive Psychology · doi:10.1080/17439760.2022.2109201 · Cited by 14 · see citing works

Automatic recognition of micro-expressions using local binary patterns on three orthogonal planes and extreme learning machine

Adegun, I. P., & Vadapalli, H. (2016) · Southern African Universities Power Engineering Conference/Robotics and Mechatronics/Pattern Recognition Association of South Africa (SAUPEC/RobMech/PRASA) · doi:10.1109/robomech.2016.7813187 · Cited by 12 · see citing works

Iranian kinect face database (IKFDB): a color-depth based face database collected by kinect v.2 sensor

Mousavi, S. M. H., & Mirinezhad, S. Y. (2021) · SN Applied Sciences · doi:10.1007/s42452-020-03999-y · Cited by 13 · see citing works

Optical Flow Filtering-Based Micro-Expression Recognition Method

Wu, J., Xu, J., Lin, D., & Tu, M. (2020) · Electronics · doi:10.3390/electronics9122056 · Cited by 11 · see citing works

Investigating Macroexpressions and Microexpressions in Computer Graphics Animated Faces

Queiroz, R. B., Musse, S. R., & Badler, N. I. (2014) · PRESENCE Virtual and Augmented Reality · doi:10.1162/pres_a_00180 · Cited by 11 · see citing works

A New Video Based Emotions Analysis System (VEMOS): An Efficient Solution Compared to iMotions Affectiva Analysis Software

Jmour, N., Masmoudi, S., & Abdelkrim, A. (2021) · Advances in Science Technology and Engineering Systems Journal · doi:10.25046/aj0602114 · Cited by 10 · see citing works

Recognizing Subtle Micro-facial Expressions Using Fuzzy Histogram of Optical Flow Orientations and Feature Selection Methods

Happy, S. L., & Routray, A. (2018) · Studies in computational intelligence · doi:10.1007/978-3-319-89629-8_13 · Cited by 9 · see citing works

Spontaneous versus posed smile recognition via region-specific texture descriptor and geometric facial dynamics

Wu, P., Liu, H., Zhang, X., & Gao, Y. (2017) · Frontiers of Information Technology & Electronic Engineering · doi:10.1631/fitee.1600041 · Cited by 8 · see citing works

Spontaneous micro-expression recognition using optimal firefly algorithm coupled with ISO-FLANN classification

Aadit, M. N. A., Mahin, M. T., & Juthi, S. N. (2017) · IEEE Region Humanitarian Technology Conference · doi:10.1109/r10-htc.2017.8289057 · Cited by 8 · see citing works

Facial Expression Recognition of Nonlinear Facial Variations Using Deep Locality De-Expression Residue Learning in the Wild

Ullah, A., Wang, J., Anwar, M. S., Ahmad, U., Saeed, U., & Fei, Z. (2019) · Electronics · doi:10.3390/electronics8121487 · Cited by 8 · see citing works

SHCFNet on Micro-expression Recognition System

Jie, H. J., Zhao, X., & Zheng, L. (2020) · International Congress on Image and Signal Processing (CISP) · doi:10.1109/cisp-bmei51763.2020.9263671 · Cited by 8 · see citing works

Micro-Expression Recognition Base on Optical Flow Features and Improved MobileNetV2

Xu, W. H., Zheng, H., Yang, Z., & Yang, Y. (2021) · KSII Transactions on Internet and Information Systems · doi:10.3837/tiis.2021.06.002 · Cited by 8 · see citing works

Micro-expressions: a survey

Jain, A., & Bhakta, D. (2023) · Multimedia Tools and Applications · doi:10.1007/s11042-023-17313-6 · Cited by 7 · see citing works

Duration-aware and mode-aware micro-expression spotting for long video sequences

Liu, J., Li, X., Zhang, J., Zhai, G., Su, Y., Zhang, Y., & Wáng, B. (2024) · Signal Processing Image Communication · doi:10.1016/j.image.2024.117192 · Cited by 6 · see citing works

Research on a Microexpression Recognition Technology Based on Multimodal Fusion

Kang, J., Chen, X. Y., Liu, Q. Y., Jin, S. H., Yang, C., & Hu, C. (2021) · Complexity · doi:10.1155/2021/5221950 · Cited by 6 · see citing works

Micro-expression recognition based on motion detection method

Rosiani, U. D., Choirina, P., & Shoumi, M. N. (2021) · IOP Conference Series Materials Science and Engineering · doi:10.1088/1757-899x/1073/1/012069 · Cited by 6 · see citing works

Micro-Expression Spotting: A BenchmarkPreprint

Hong, X., Tran, T.-K., & Zhao, G. (2017) · arXiv (Cornell University) · doi:10.48550/arxiv.1710.02820 · Cited by 6 · see citing works

MCCA-VNet: A Vit-Based Deep Learning Approach for Micro-Expression Recognition Based on Facial Coding

Zhang, D., Zhang, T., Sun, H., Tang, Y., & Liu, Q. (2024) · Sensors · doi:10.3390/s24237549 · Cited by 5 · see citing works

Micro-expression Recognition Using Motion Magnification and Spatiotemporal Texture Map

Pawar, S. S., Moh, M., & Moh, T.-S. (2019) · Advances in intelligent systems and computing · doi:10.1007/978-3-030-19063-7_29 · Cited by 5 · see citing works

Cognitive Regulation and Emotion Modeling for Micro-expression

Xie, L., Liu, X., Yang, X.-J., & Wang, Z.-L. (2016) · International Journal of Control and Automation · doi:10.14257/ijca.2016.9.2.34 · Cited by 5 · see citing works

Unveiling hidden emotions: a review of microexpression recognition, classification, and datasets

Singh, J., & Malik, P. (2025) · Multimedia Tools and Applications · doi:10.1007/s11042-025-21100-w · Cited by 4 · see citing works

Analysis of Micro Expressions using XAI

Kadakia, R., Kalkotwar, P., Jhaveri, P., Patanwadia, R., & Srivastava, K. (2022) · International Conference on Computing, Analytics and Networks (ICAN) · doi:10.1109/ican56228.2022.10007340 · Cited by 4 · see citing works

A Multiview Representation Framework for Micro-Expression Recognition

Huang, T., Chen, L., Feng, Y., Ben, X., Xiao, R., & Xue, T. (2019) · IEEE Access · doi:10.1109/access.2019.2932784 · Cited by 4 · see citing works

Comparative Analysis of Micro Expression Recognition using Deep Learning and Transfer Learning

Kadakia, R., Kalkotwar, P., Jhaveri, P., Patanwadia, R., & Srivastava, K. (2021) · IEEE Global Conference for Advancement in Technology (GCAT) · doi:10.1109/gcat52182.2021.9587731 · Cited by 3 · see citing works

Visual Data Mining

Ghaziasgar, M., Cruz, N. D. L., Bagula, A., & Connan, J. (2016) · Advances in data mining and database management book series · doi:10.4018/978-1-5225-0463-4.ch005 · Cited by 3 · see citing works

Micro Expression Classification Accuracy Assessment

Sharma, P. (2019) · Arrow - TU Dublin (Technological University Dublin) · doi:10.21427/kbny-0a41 · Cited by 3 · see citing works

A Novel Approach on Motion Estimation for Micro-Expression Recognition Using Phase Only Correlation with All Block Search (POC-ABS)

Nopember, I. T. S., Rosiani, U. D., Choirina, P., Malang, P. N., Muna, N., Jember, P. N., Mulyanto, E., Nopember, I. T. S., Sumpeno, S., Nopember, I. T. S., et al. (2020) · International journal of intelligent engineering and systems · doi:10.22266/ijies2020.1231.48 · Cited by 3 · see citing works

Patrones de reconocimiento de expresiones emocionales usando el Pupilómetro

Cordón, J. R., Navas, J. M. M., Bozal, R. G., & Escandón, C. L. (2015) · Behavior & Law Journal · doi:10.47442/blj.v1.i1.7 · Cited by 2 · see citing works

Feature Elimination through Data Complexity for Error-Correcting Output Codes based micro-expression recognition

Sun, M., Chen, L., Liu, K., Liong, S., & Wu, Q. (2023) · Signal Processing Image Communication · doi:10.1016/j.image.2023.116962 · Cited by 1 · see citing works

A Comprehensive Review of Microexpression Recognition, Classification, and Datasets

Malik, P., Singh, J., Ali, F., & Kwak, D. (2026) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2026.3672552 · Cited by 1 · see citing works

The Influence of Facial Width-to-Height Ratio on Micro-expression Recognition

Zhang, S., Xie, J., & Wu, Q. (2018) · IFIP advances in information and communication technology · doi:10.1007/978-3-030-01313-4_28 · Cited by 1 · see citing works

Microexpression recognition based on improved robust principal component analysis and texture feature extraction

Xiaochen, D., Zhi-gang, Z., & Qiang, L. (2018) · International Conference on Communication and Information Processing (ICCIP) · doi:10.1145/3290420.3290421 · Cited by 1 · see citing works

Micro-Expression Recognition Algorithm Based on Information Entropy Feature

Wu, J., Yu, M., Yang, X., & Ma, S. (2020) · Journal of Shanghai Jiaotong University (Science) · doi:10.1007/s12204-020-2219-7 · Cited by 1 · see citing works

Facial Micro-Expression Analysis

Li, J. (2019) · doi:10.70675/c6be032dzaef5z41a8za74cz1bc6decd5ee4 · Cited by 1 · see citing works

Reconhecimento automático de expressões faciais gramaticais na língua brasileira de sinais

Freitas, F. D. A. (2015) · doi:10.11606/d.100.2015.tde-10072015-100311

Recognition Patterns of Emotional Expressions using the Pupilometer Patrones de reconocimiento de expresiones emocionales usando el Pupilómetro

Cordón, J. R., Navas, J. M. M., Bozal, R. G., & Escandón, C. L. (2015)

Composite Binary Pattern Assisted Micro-Expressions Spotting Through Feature Difference Analysis

Seelothu, S., & Rao, K. V. (2021) · Journal of University of Shanghai for Science and Technology · doi:10.51201/jusst/21/07171

The Master of Detecting Deception: Machine Learning

Yang, C., Niu, C., & Shen, X. (2021) · Lecture notes in networks and systems · doi:10.1007/978-981-16-2102-4_72

Micro-expression Recognition using Spatiotemporal Texture Map and Motion Magnification

Pawar, S. S. (2018) · doi:10.31979/etd.bqc3-vy2c

Ubiquitous Technologies for Emotion Recognition

Baños, O., Castro, L. A., & Villalonga, C. (2021) · MDPI eBooks · doi:10.3390/books978-3-0365-1801-5

Spotting a liar by looking for microexpressions: Challenges and OpportunitiesPreprint

Shen, X. (2019) · doi:10.31234/osf.io/72yrq

Micro-expression Recognition Based on Attention-enhanced LSTM Neural Networks

Xu, S., & Fen, X. (2022) · International Conference on Machine Learning and Computing (ICMLC) · doi:10.1145/3529836.3529898

Prediction of Face Emotion with Labelled Selective Transfer Machine as a Generalized Emotion Classifier

Pandit, D., & Jadhav, S. (2023) · Communications in computer and information science · doi:10.1007/978-3-031-35644-5_23

ExpressionFlow: A Microexpression Descriptor for Efficient Recognition

Xu, F., Yuan, Y., Zhang, J., & Wang, J. Z. (2023) · Springer eBooks · doi:10.1007/978-3-031-50269-9_8

Micro-expressions spotting: Unveiling hidden emotions and thoughts

Malik, P., & Singh, J. (2024) · CRC Press eBooks · doi:10.1201/9781003471059-77

Micro-expression recognition method integrating LBP and parallel attention mechanism

Shuaichao, L., Li, M., Jiaao, S., & Lu, S. (2024) · Journal of applied artificial intelligence. · doi:10.59782/aai.v1i3.333

Detecting Micro-Expressions in Real Time Using High-Speed Video Sequences

Danescu, R. G., Borza, D. L., & Itu, R. (2019) · IntechOpen eBooks · doi:10.5772/intechopen.76155 · Cited by 6 · see citing works

Automatic recognition of micro-expressions using local binary patterns on three orthogonal planes and extreme learning machine

Adegun, I. P., & Vadapalli, H. (2016) · Southern African Universities Power Engineering Conference/Robotics and Mechatronics/Pattern Recognition Association of South Africa (SAUPEC/RobMech/PRASA) · doi:10.1109/robomech.2016.7813187 · Cited by 12 · see citing works

Exploring methodologies in detecting facial macro and micro-expressions for deception detection

George, S. (2025) · AIP conference proceedings · doi:10.1063/5.0259054

The design and development of a Lie Detection System using facial micro-expressions

Owayjan, M. J., Kashour, A., Haddad, N. A., Fadel, M., & Souki, G. A. (2012) · International Conference on Advances in Computational Tools for Engineering Applications · doi:10.1109/ictea.2012.6462897 · Cited by 80 · see citing works

A Spontaneous Micro-expression Database: Inducement, collection and baseline

Li, X., Pfister, T., Huang, X., Zhao, G., & Pietikäinen, M. (2013) · International Conference on Automatic Face and Gesture Recognition · doi:10.1109/fg.2013.6553717 · Cited by 703 · see citing works