Company News

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

September 24, 2020 | Project

Teaming up with Nanjing University of Science and Technology (NUST), Panasonic R&D Center Singapore co-authored a journal paper titled Covariance Attention for Semantic Segmentation” which has been accepted for publication in an upcoming issue of the Transactions on Pattern Analysis and Machine Intelligence, the world’s top journal in the field of computer vision and pattern recognition.  In the article, we present a low complexity approach that exploits the covariance matrix to encode the dependencies over local and global cues of the scene.  The spatial and channel covariance attention modules are designed, respectively, to boost the accuracy of semantic segmentation.  We build a new deep learning network named CANet for scene parsing/semantic segmentation by using the proposed covariance attention modules to achieve the state-of-the-art performance on multiple challenging datasets.

Share

Related Posts

Panasonic R&D Center Singapore Won the Jury Prize in the 2021 VIPriors Image Classification Challenge

Panasonic R&D Center Singapore was awarded the Jury Prize, while in 3rd position, in the Image Classification track of the…

Read more

Panasonic tops MS-Celeb-1M Challenges

Panasonic R&D Center Singapore, in collaboration with the National University of Singapore (NUS), has achieved the No. 1 position in MS-Celeb-1M Challenge 2017 , which is organized by Microsoft, for both Challenge 1 and Challenge 2. The results are in alignment with our mission to promote Panasonic’s outstanding Face Recognition technology worldwide.

Read more

Panasonic launched a “Panasonic Deep Tech Innovation Challenge” inviting local start-ups to leverage Panasonic’s technology & patents for business creation

Panasonic R&D Center Singapore has launched a Panasonic Deep Tech Innovation Challenge organized by Panasonic, ICMG and ACE. This Challenge…

Read more

Panasonic’s newly launched JZ200 OLED TV powered by Panasonic R&D Center Singapore’s proprietary neural network named Lightweight-and-Versatile Network (LVNet)

Panasonic has announced the launch of its flagship OLED TV for 2021, that is, the JZ2000, which includes a brand-new…

Read more