Bilal Taha

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 24

Top Topics

Emotion Recognition

Convolutional Neural Network

Score Level Fusion

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

Yuxin Zhi, Bilal Taha, Dimitrios Hatzinakos
Investigating Bias in Affective State Detection Using Eye Biometrics (short paper). ML4CMH@AAAI (2024)
Ensieh Khazaei, Alireza Esmaeilzehi, Bilal Taha, Dimitrios Hatzinakos
CDFL: Efficient Federated Human Activity Recognition using Contrastive Learning and Deep Clustering. CoRR (2024)
Bilal Taha, Dae Yon Hwang, Dimitrios Hatzinakos
EEG Emotion Recognition Via Ensemble Learning Representations. ICASSP (2023)
Bilal Taha, Sherif Nagib Abbas Seha, Dae Yon Hwang, Dimitrios Hatzinakos
EyeDrive: A Deep Learning Model for Continuous Driver Authentication. IEEE J. Sel. Top. Signal Process. 17 (3) (2023)
Dae Yon Hwang, Bilal Taha, Yaroslav Nechaev
EmbedTextNet: Dimension Reduction with Weighted Reconstruction and Correlation Losses for Efficient Text Embedding. ACL (Findings) (2023)
Dae Yon Hwang, Bilal Taha, Dimitrios Hatzinakos
A New Score Level Fusion Approach for Stable User Verification System Using the PPG Signal. J. Signal Process. Syst. 94 (8) (2022)
Fatma Outay, Bilal Taha, Hazar Chaabani, Faouzi Kamoun, Naoufel Werghi, Ansar-Ul-Haque Yasar
Estimating ambient visibility in the presence of fog: a deep convolutional neural network approach. Pers. Ubiquitous Comput. 25 (1) (2021)
Dae Yon Hwang, Bilal Taha, Dimitrios Hatzinakos
PBGAN: Learning PPG Representations From GAN for Time-Stable and Unique Verification System. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Bilal Taha, Megan Kirk, Paul Ritvo, Dimitrios Hatzinakos
Detection of Post-Traumatic Stress Disorder Using Learned Time-Frequency Representations from Pupillometry. ICASSP (2021)
Dae Yon Hwang, Bilal Taha, Da Saem Lee, Dimitrios Hatzinakos
Evaluation of the Time Stability and Uniqueness in PPG-Based Biometric System. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Dae Yon Hwang, Bilal Taha, Dimitrios Hatzinakos
Variation-Stable Fusion for PPG-Based Biometric System. ICASSP (2021)
Bilal Taha, Munawar Hayat, Stefano Berretti, Dimitrios Hatzinakos, Naoufel Werghi
Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. IEEE Trans. Circuits Syst. Video Technol. 30 (9) (2020)
Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi
Fused Geometry Augmented Images For Analyzing Textured Mesh. ICIP (2020)
Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi
Fused Geometry Augmented Images for Analyzing Textured Mesh. ICSM (2019)
Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi
Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. CoRR (2019)
Bilal Taha, Dimitrios Hatzinakos
Emotion Recognition from 2D Facial Expressions. CCECE (2019)
Bilal Taha, Abdulhadi Shoufan
Machine Learning-Based Drone Detection and Classification: State-of-the-Art in Research. IEEE Access 7 (2019)
Esra Alhadhrami, Maha Al-Mufti, Bilal Taha, Naoufel Werghi
Learned Micro-Doppler Representations for Targets Classification Based on Spectrogram Images. IEEE Access 7 (2019)
Hazar Chaabani, Naoufel Werghi, Faouzi Kamoun, Bilal Taha, Fatma Outay, Ansar-Ul-Haque Yasar
Estimating meteorological visibility range under foggy weather conditions: A deep learning approach. EUSPN/ICTH (2018)
Bilal Taha, Jorge Dias, Naoufel Werghi
Convolutional neural networkasa feature extractor for automatic polyp detection. ICIP (2017)
Bilal Taha, Jorge Dias, Naoufel Werghi
Classification of Cervical-Cancer Using Pap-Smear Images: A Convolutional Neural Network Approach. MIUA (2017)
Bilal Taha, Lilas Alrahis, Tasneem Assaf, Hani H. Saleh, Naoufel Werghi, Thanos Stouraitis
Application-specific processor for local-binary-patterns generation. ICECS (2017)
Abdullah Al-Shabili, Bilal Taha, Hadeel Elayan, Fatima Al-Ogaili, Leen Alhalabi, Luis Weruaga, Shihab Jimaa
Sparse NLMS adaptive algorithms for multipath wireless channel estimation. WiMob (2015)
Fatimah Al-Ogaili, Hadeel Elayan, Leen Alhalabi, Abdullah Al-Shabili, Bilal Taha, Luis Weruaga, Shihab Jimaa
Leveraging the ℓ1-LS criterion for OFDM sparse wireless channel estimation. WiMob (2015)