Notice

Geonmo Gu's paper has been accepted to IEEE International Conference on Multimedia and Expo (ICME) 2017, which is entitled by “Adaptive attention fusion network for visual question answering".

This paper was written by Geonmo Gu, Seong Tae Kim and Yong Man Ro.

Congratulations!!

Seong Tae Kim, a Ph.D candidate in IVY Lab under the supervision of Prof. Yong Man Ro, won Human Tech paper award held by Samsung. Congratulations!! 

https://youtu.be/4F-KWjmwWJQ 

Jin Hyeok Jang's paper has been accepted to IEEE ICASSP 2017, which is entitled by “Color Channel-Wise Recurrent Learning for Facial Expression Recognition”.

This paper was written by Jin Hyeok Jang, Dae Hoe Kim, Hyung-Il Kim and Yong Man Ro.

Congratulations!!

Hyunwook Jeong, a master candidate in IVY Lab under the supervision of Prof. Yong Man Ro, won this year's paper award at the Korean Information Processing Society. The title of the paper was "Real-time Gender Classification based on Deep Learning in Embedded System". Congratulations!! 

The paper "Latent feature representation with depth directional long-term recurrent learning for breast masses in digital breast tomosynthesis" has been accepted to Physics in Medicine and Biology. This paper was written by Dae Hoe Kim, Seong Tae Kim, Jung Min Chang and Yong Man Ro. 

The paper "Acceleration of calculation speed of computer-generated holograms using the sparsity of the holographic fringe pattern for 3D object" has been accepted to Optics Express. This result will impact on the area of Real time CGH in which prof. Ro’s group firstly achieves the world fastest CGH calculation by analyzing sparse hologram signals. This paper was written by Hak Gu Kim and Hyunwook Jeong. 

The paper "Experimental investigation of facial expressions associated with visual discomfort: Feasibility study towards an objective measurement of visual discomfort based on facial expression" has been accepted to IEEE/OSA Journal of Display Technology. This paper was written by Seong-il Lee, Seung Ho Lee, Konstantinos N. Plataniotis and Yong Man Ro. 

The paper "Experimental investigation of the effect of binocular disparity on the visibility threshold of asymmetric noise in stereoscopic viewing" has been accepted to Optics Express. This paper was written by Hak Gu Kim, Seong-il Lee(equally contributed) and Yong Man Ro. 

2017년도 전기 박사과정, 석사과정, 산학장학생 (KEPSI, EPSS, LGenius) 등을 모집합니다

(http://admission.kaist.ac.kr/graduate/ )

모집 연구분야: Deep learning, Machine learning in computer vision and image processing, Image processing (2D, 3D), Computer vision, Medical imaging, Visual recognition

현재 진행중인 연구과제: Deep learning algorithm in image processing/ computer vision, visual recognition, Face/human/object recognition, Emotion recognition, 3D view rendering/processing, Medical Image processing

최근 연구실 연구결과

(http://ivylab.kaist.ac.kr/htm/research/project.asp?MainDiv=3) 및

연구실 연구원 저널실적

(http://ivylab.kaist.ac.kr/htm/publication/publication.asp?MainDiv=4)

해외학회 발표실적

(http://ivylab.kaist.ac.kr/htm/publication/publication.asp?MainDiv=5)을 참고하세요.

연구실 들어오고자 하는 학생은 노용만 교수님(ymro@kaist.ac.kr) 께 이메일/면담 하기 바랍니다. 

Dae Hoe Kim will present a paper entitled by ‘Micro-Expression Recognition with Expression-State Constrained Spatio-Temporal Feature Representations’ in ACM multimedia 2016. 

Seong Tae Kim will present a paper entitled by ‘Facial dynamic modelling using the long short term memory network: analysis and application to face authentication’ in IEEE BTAS 2016. 

The paper "Effective and Efficient Human Action Recognition using Dynamic Frame Skipping and Trajectory Rejection" has been accepted to Image and Vision Computing. This paper was written by Jeong-Jik Seo, Hyung-Il Kim, Wesley De Neve and Yong Man Ro. 

Dae Hoe Kim, a Ph D's in IVY Lab under the supervision of Prof. Yong Man Ro, received the best paper award of the Korea Multimedia Society conference which was held in Apr, 2016. The title of the paper is "Deep learning feature representation by emphasizing expression change for subtle facial expression recognition". Congratulations!! 

https://youtu.be/SaPCVZC6SvA

Four papers written by first authors of Hyung-Il Kim, Seong Tae Kim, Hak Gu Kim, and Wisam J. Baddar have been accepted to IEEE Conference on Image Processing (ICIP) 2016 held in USA.

The four papers are

'COLLABORATIVE FACIAL COLOR FEATURE LEARNING OF MULTIPLE COLOR SPACES FOR FACE RECOGNITION',

‘SPATIO-TEMPORAL REPRESENTATION FOR FACE AUTHENTICATION BY USING MULTI-TASK LEARNING WITH HUMAN ATTRIBUTES’,

'A DEEP FACIAL LANDMARKS DETECTION WITH FACIAL CONTOUR AND FACIAL COMPONENTS CONSTRAINT',

'MEASUREMENT OF CRITICAL TEMPORAL INCONSISTENCY FOR QUALITY ASSESSMENT OF SYNTHESIZED VIDEO', respectively. 

Hyunwook Jeong, a master's in IVY Lab under the supervision of Prof. Yong Man Ro, received the best paper award of the Korean Information Processing Society conference which was held in Apr, 2016. The title of the paper is "Real-time Gender Classification based on Deep Learning in Embedded System". Congratulations!! 

Dae Hoe Kim, a Ph.D in IVY lab under the supervision of Prof. Yong Man Ro, received 1st prize research achievement award. This award is presented to the graduate student with the best research accomplishments in the School of Electrical Engineering, KAIST.

Dae Hoe Kim has published a paper on the deep learning in medical in IEEE ICASSP 2016, which is entitled by “Latent feature representation with 3-d multi-view deep convolutional neural network for bilateral analysis in digital breast tomosynthesis”