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Assistant General Manager of R & D Management, Director of the Research Center Mustafa Ayazoglu won first place in the Mobile AI 2021 competition, one of the world's most respected competitions, with the artificial intelligence model he developed for “real-time Resolution Enhancement suitable for mobile platforms”. Dr. With this work, Ayazoğlu outperformed many competing teams in the world. “Extremely Lightweight Quantization Robust Real-time Single-Image Super Resolution for Mobile Devices”, written by our staff, is eligible to be published in CVPR 2021 / Mobile AI 2021. This success will contribute to Aselsan's awareness by making a difference in artificial intelligence and machine learning in the international arena.
The Mobile AI 2021 competition, which is considered the most important computerized vision and pattern processing conference in the world, is sponsored by many important companies such as Samsung Huawei, Oppo, MediaTek, Synaptics, Raspberry Pi.
The model developed for the competition; 640 x 360 Color Image, mobile processor (Synaptics Dolphin NPU) ~44ms, 3 times magnifying the 1920 x 1080 (Full HD) resolution image (Pictures, the result is shown as XLSR). This model, which is also planned to be developed and used in ASELSAN products, improves resolution by up to 2dB compared to standard methods and increases video resolution at 22 fps.
Extremely Lightweight Quantization Robust Real-Time Single-Image Super Resolution for Mobile Devices Mustafa Ayazoğlu
original article
Single-Image Super Resolution (SISR) is a classical computer vision problem and it has been studied for over decades. With the recent success of deep learning methods, recent work on SISR focuses solutions with deep learning methodologies and achieves state-of-the-art results. However most of...
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