Company News

Joint collaborations with I2R: achieved the No. 2 position at MEC 2017 plus a paper accepted at ICMI 2017

September 14, 2017 | Project

In collaboration with the Institute for Infocomm Research (I2R), Panasonic R&D Center Singapore achieved the No. 2 position in the audio-visual emotion recognition sub-challenge of the Multimodal Emotion Recognition Challenge (MEC) 2017. The challenge (*1) is aimed at the comparison of multimedia processing and machine learning methods for automatic audio and visual emotion analysis.

Apart from this achievement, collaborating with I2R, Panasonic R&D Center Singapore also co-authored a paper titled “Audio-Visual Emotion Recognition using Deep Transfer Learning and Multiple Temporal Models”.

The paper, having been accepted at ACM International Conference on Multimodal Interaction (ICMI) 2017 (*2), presents the techniques used in our contribution to Emotion Recognition in the Wild (EmotiW) 2017 under the audio-video-based sub-challenge, the purpose of which is to classify the six basic emotions (angry, sad, happy, surprise, fear and disgust) and neutral.

<Supplemental information 1>

* Jointly organized by Institute of Automation, Chinese Academy of Science (CASIA), Technical Committee of Artificial Psychology and Artificial Emotion of Chinese Association for Artificial Intelligence (CAAI), Technical Committee of Human-Computer Interaction of China Computer Federation (CCF) and the Association for the Advancement of Affective Computing (AAAC)

<Supplemental information 2>

* ICMI 2017 to be held in Glasgow, Scotland, on 13-17th November 2017 is a premier international forum for multidisciplinary research on multimodal human-human and human-computer interaction, interfaces, and system development.

Share

Related Posts

Panasonic R&D Center Singapore Received the ISCIT 2018 Best Paper Award

Teaming up with King Mongkut’s University of Technology Thonburi (KMUTT) to co-author a paper titled “Image Denoising with Deep Convolutional and Multi-directional LSTM Networks under Poisson Noise Environments”, Panasonic R&D Center Singapore (PRDCSG) received the Best Paper Award at ISCIT 2018 held in Bangkok on 26-29 September 2018.

Read more

Panasonic R&D Center Singapore’s paper accepted for Publication in an Upcoming Issue of the Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Teaming up with Nanjing University of Science and Technology (NUST), Panasonic R&D Center Singapore co-authored a journal paper titled “Covariance…

Read more

Acceptance of two papers by ICCV’17 Workshop on MS-Celeb-1M: Recognizing One Million Celebrities in the Real World

Panasonic R&D Center Singapore, collaborating with the National University of Singapore (NUS), co-authored two papers that have been accepted by ICCV (International Conference on Computer Vision*) 2017 Workshop on MS-Celeb-1M: Recognizing One Million Celebrities in the Real World, which will be held in Venice, Italy, on October 28th, 2017.

Read more

Panasonic R&D Center Singapore Achieves No. 1 Accuracy of Face Recognition on the IJB-C Dataset

Panasonic R&D Center Singapore achieved the Best Accuracy of Face Recognition on the IJB-C dataset under three different protocols, namely 1:1 mixed verification, 1:N mixed identification and 1:1 covariate verification.

Read more