Conference Publications

International Conferences

  • Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition.
    • Wissam J. Baddar and Yong Man Ro.
    • AAAI conference on Artificial Intelligence [2019].
    • [pdf] [bibtex]


  • Learning Spatio-temporal Features with Partial Expression Sequences for on-the-Fly Prediction.
    • Wissam J. Baddar and Yong Man Ro.
    • AAAI conference on Artificial Intelligence [2018].
    • [pdf] [bibtex]


  • Convolution with Logarithmic Filter Groups for Efficient Shallow CNN.
    • Tae Kwan Lee, Wissam J. Baddar, Seong Tae Kim and Yong Man Ro.
    • International Conference on Multimedia Modeling, [2018].
    • [pdf] [bibtex]


  • Teacher and Student Joint Learning for Compact Facial Landmark Detection Network.
    • Hong Joo Lee, Wissam Baddar, Hak Gu Kim, Seong Tae Kim and Yong Man Ro.
    • International Conference on Multimedia Modeling, [2018].
    • [pdf] [bibtex]


  • Measurement of exceptional motion in VR video contents for VR sickness assessment using deep convolutional autoencoder.
    • Hak Gu Kim, Wissam J. Baddar, Heoun-taek Lim and Yong Man Ro.
    • ACM symposium on Virtual reality software and technology, [2017].
    • [pdf] [bibtex]


  • Learning Features Robust to Image Variations with Siamese Networks for Facial Expression Recognition.
    • Wissam J. Baddar, Dae Hoe Kim, and Yong Man Ro.
    • In International Conference on Multimedia Modeling, [2017].
    • [pdf] [bibtex]


  • Bilateral hemiface feature representation learning for pose robust facial expression recognition.
    • IEEE Signal and Information Processing Association Annual Summit and Conference (APSIPA), Asia-Pacific, [2016].
    • Wissam J. Baddar, and Yong Man Ro.
    • [pdf] [bibtex]


  • Micro-Expression Recognition with Expression-State Constrained Spatio-Temporal Feature Representations.
    • Dae Hoe Kim, Wissam J. Baddar, and Yong Man Ro.
    • ACM Conference on Multimedia, [2016].
    • [pdf] [bibtex]


  • A deep facial landmarks detection with facial contour and facial components.
    • Wissam J. Baddar, Jisoo Son, Dae Hoe Kim, Seong Tae Kim, and Yong Man Ro.
    • IEEE International Conference on Image Processing (ICIP), [2016].
    • [pdf] [bibtex]


  • Feature extraction from bilateral dissimilarity in digital breast tomosynthesis reconstructed volume.
    • Dae Hoe Kim, Seong Tae Kim, Wissam J. Baddar, and Yong Man Ro.
    • IEEE International Conference on Image Processing (ICIP), [2015].
    • Best 10% paper award.
    • [pdf] [bibtex].


  • Human action recognition using time-invariant key-trajectories describing spatio-temporal salient motion.
    • Jeong-Jik Seo, Wissam J. Baddar, Dae Hoe Kim, and Yong Man Ro.
    • IEEE International Conference on Image Processing (ICIP), [2015].
    • [pdf] [bibtex].


  • High-Speed Periodic Motion Reconstruction Using an Off-the-shelf Camera with Compensation for Rolling Shutter Effect.
    • Jeong-Jik Seo, Wissam J. Baddar, Hyung-Il Kim, and Yong Man Ro.
    • Pacific Rim Conference on Multimedia (PCM), [2015].
    • [pdf] [bibtex].


  • Utilizing digital breast tomosynthesis projection views correlation for microcalcification enhancement for detection purposes.
    • Wissam J. Baddar, Eun Joon Kim, Dae Hoe Kim, and Yong Man Ro.
    • International Society for Optics and Photonics (SPIE) Medical Imaging, [2015].
    • [pdf] [bibtex].


  • Breast tissue removal for enhancing microcalcification cluster detection in mammograms.
    • Wissam J. Baddar, Dae Hoe Kim, and Yong Man Ro.
    • IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) [2014].
    • [pdf] [bibtex]

Domestic Conferences

  • Deep learning based gender classification for embedded systems. [임베디드 환경에서의 딥 러닝 (Deep Learning) 기반 실시간 성별인식.]
    • Hyun Wook Jeong, Dae hoe Kim, Wissam J. Baddar and Yong Man Ro .
    • 한국정보처리학회 춘계학술발표대회 (Korea Information Processing Society Spring Conference) [2016].
    • [pdf] [bibtex]


  • Edge strength based seed generation in ultrasound segmentation.
    • Wissam J. Baddar, Dae Hoe Kim, and Yong Man Ro.
    • 제26회 신호처리합동학술대회 (The 26th Korea Signal Processing Conference) [2013].
    • [pdf] [bibtex]