Wissam J. Baddar

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 24

Top Topics

Expression Recognition

Feature Representations

Rolling Shutter

Appearance Manifolds

Top Venues

Pattern Recognit.

Publications

Wissam J. Baddar, Sangmin Lee, Yong Man Ro
On-the-Fly Facial Expression Prediction Using LSTM Encoded Appearance-Suppressed Dynamics. IEEE Trans. Affect. Comput. 13 (1) (2022)
Wissam J. Baddar, Seungju Han, Seon-Min Rhee, Jae-Joon Han
Self-Reorganizing and Rejuvenating CNNs for Increasing Model Capacity Utilization. CoRR (2021)
Wissam J. Baddar, Yong Man Ro
Encoding features robust to unseen modes of variation with attentive long short-term memory. Pattern Recognit. 100 (2020)
Wissam J. Baddar, Yong Man Ro
Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition. AAAI (2019)
Dae Hoe Kim, Wissam J. Baddar, Jinhyeok Jang, Yong Man Ro
Multi-Objective Based Spatio-Temporal Feature Representation Learning Robust to Expression Intensity Variations for Facial Expression Recognition. IEEE Trans. Affect. Comput. 10 (2) (2019)
Wissam J. Baddar, Yong Man Ro
Learning Spatio-Temporal Features With Partial Expression Sequences for On-the-Fly Prediction. AAAI (2018)
Tae Kwan Lee, Wissam J. Baddar, Seong Tae Kim, Yong Man Ro
Convolution with Logarithmic Filter Groups for Efficient Shallow CNN. MMM (1) (2018)
Hak Gu Kim, Wissam J. Baddar, Heoun-taek Lim, Hyunwook Jeong, Yong Man Ro
Measurement of exceptional motion in VR video contents for VR sickness assessment using deep convolutional autoencoder. CoRR (2018)
Hong Joo Lee, Wissam J. Baddar, Hak Gu Kim, Seong Tae Kim, Yong Man Ro
Teacher and Student Joint Learning for Compact Facial Landmark Detection Network. MMM (1) (2018)
Wissam J. Baddar, Yong Man Ro
Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition. CoRR (2018)
Geonmo Gu, Seong Tae Kim, Ki Hyun Kim, Wissam J. Baddar, Yong Man Ro
Differential Generative Adversarial Networks: Synthesizing Non-linear Facial Variations with Limited Number of Training Data. CoRR (2017)
Wissam J. Baddar, Geonmo Gu, Sangmin Lee, Yong Man Ro
Dynamics Transfer GAN: Generating Video by Transferring Arbitrary Temporal Dynamics from a Source Video to a Single Target Image. CoRR (2017)
Wissam J. Baddar, Dae Hoe Kim, Yong Man Ro
Learning Features Robust to Image Variations with Siamese Networks for Facial Expression Recognition. MMM (1) (2017)
Wissam J. Baddar, Yong Man Ro
Learning Spatio-temporal Features with Partial Expression Sequences for on-the-Fly Prediction. CoRR (2017)
Hak Gu Kim, Wissam J. Baddar, Heoun-taek Lim, Hyunwook Jeong, Yong Man Ro
Measurement of exceptional motion in VR video contents for VR sickness assessment using deep convolutional autoencoder. VRST (2017)
Tae Kwan Lee, Wissam J. Baddar, Seong Tae Kim, Yong Man Ro
Convolution with Logarithmic Filter Groups for Efficient Shallow CNN. CoRR (2017)
Wissam J. Baddar, Yong Man Ro
Bilateral hemiface feature representation learning for pose robust facial expression recognition. APSIPA (2016)
Wissam J. Baddar, Jisoo Son, Dae Hoe Kim, Seong-Tae Kim, Yong Man Ro
A deep facial landmarks detection with facial contour and facial components constraint. ICIP (2016)
Seung-Ho Lee, Wissam J. Baddar, Yong Man Ro
Collaborative expression representation using peak expression and intra class variation face images for practical subject-independent emotion recognition in videos. Pattern Recognit. 54 (2016)
Dae Hoe Kim, Wissam J. Baddar, Yong Man Ro
Micro-Expression Recognition with Expression-State Constrained Spatio-Temporal Feature Representations. ACM Multimedia (2016)
Wissam J. Baddar, Eun Joon Kim, Dae Hoe Kim, Yong Man Ro
Utilizing digital breast tomosynthesis projection views correlation for microcalcification enhancement for detection purposes. Medical Imaging: Computer-Aided Diagnosis (2015)
Jeong-Jik Seo, Wissam J. Baddar, Hyungil Kim, Yong Man Ro
High-Speed Periodic Motion Reconstruction Using an Off-the-shelf Camera with Compensation for Rolling Shutter Effect. PCM (2) (2015)
Jeong-Jik Seo, Wissam J. Baddar, Dae Hoe Kim, Yong Man Ro
Human action recognition using time-invariant key-trajectories describing spatio-temporal salient motion. ICIP (2015)
Dae Hoe Kim, Seong-Tae Kim, Wissam J. Baddar, Yong Man Ro
Feature extraction from bilateral dissimilarity in digital breast tomosynthesis reconstructed volume. ICIP (2015)
Wissam J. Baddar, Dae Hoe Kim, Yong Man Ro
Breast tissue removal for enhancing microcalcification cluster detection in mammograms. BHI (2014)