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Intelligent Media Processing Lab

知能メディア処理

Our lab focuses on the algorithms and VLSI architectures for multimedia signal processing. 1) We deal with measurement coding algorithms for compressively sensed visual contents to realize a batteryless video acquisition system.  2) We develop the techniques to realize low-power high-performance VLSI design for video codecs including H.265/HEVC and H.264/AVC. 3) We do research on the machine learning technologies for image/video processing.

  • 2021/07  Ho's paper "SpeedDeblur: A Framework to speed up CNN-based Deblurring for HEVC compressed video" is accepted by MMSP2021.

  • 2021/03 Zhiqiang's paper "Text to Image Synthesis based on Multi-Perspective Fusion" is accepted by IJCNN2021.

  • 2021/03 Chi's paper "Deep Learning based Spatial-Temporal In-loop filtering for Versatile Video Coding" is accepted by CVPRW CLIC 2021

  • 2021/03 Information for B3 students is updated [Link]

  • 2021/03 Our lab is introduced by Hosei HP [Link]

  • 2021/03 Zhiqiang's paper "DrawGAN: Text to Image Synthesis with Drawing Generative Adversarial Networks", and Rentao's paper "Measurement Coding Framework with Adjacent Pixels based Measurement Matrix for Compressively Sensed Images" are accepted by ICASSP2021.

  • 2021/01 Man M. Ho's paper "RR-DnCNN v2.0: Enhanced Restoration-Reconstruction Deep Neural Network for Down-Sampling Based Video Coding" is accpeted by IEEE Transactions on Image Processing (TIP).

  • 2021/01 Man M. Ho's paper "Deep Preset: Blending and Retouching Photos with Color Style Transfer" is accepted by WACV2021.

  • 2021/01 Qirui's paper "DRMS: Dim-light Robust Monocular Simultaneous Localization and Mapping" won the ICCCR2021 Best presentation award

  • 2020/11 Bowen's paper "CS-MCNet: A Video Compressive Sensing Reconstruction Network with Interpretable Motion Compensation" is accepted by ACCV2020.

  • 2020/10 Zhiqiang's paper "Customizable GAN: customizable image synthesis based on adversarial learning" is accepted by ICONIP2020.

  • 2020/09 Thuy's paper "Bi-directional intra prediction based measurement coding for compressive sensing images" is accepted by MMSP2020

  • 2020/08 Jiayao's paper "High-speed Compressed Sensing Reconstruction using Zigzag Ordering based Parallel Processing" win the ICIVP2020 Best presentation award 

  • 2020/04 Trinh M. Hoang's paper “Image Compression with Encoder-Decoder Matched Semantic Segmentation,” and Man M. Ho's paper "SR-CL-DMC: P-frame coding with Super-Resolution, Color Learning, and Deep Motion Compensation" are accepted by 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

  • 2020/01 ​​Man M. Ho's paper "Down-Sampling Based Video Coding with Degradation-aware Restoration-Reconstruction Deep Neural Network" win the MMM2020 Best Paper Runner-Up Award

  • 2019/12 Jiaryu's paper "Temporal Redundancy Reduction in Compressive Video Sensing by using Moving Detection and Inter-Coding," is accepted by DCC2020

  • 2019/10 Man M. Ho's paper "Respecting low-level components of content with skip connections and semantic information in image style transfer," is accepted by ACM SIGGRAPH CVMP2019

  • 2019/08 Trinh M. Hoang's paper “B-DRRN: A Block Information Constrained Deep Recursive Residual Network for Video Compression Artifacts Reduction,” is accepted by PCS2019

  • 2019/08 Pham.D.Chi's paper "Deep Learning-based Luma and Chroma Fractional Interpolation in Video Coding" is accepted by IEEE Access

  • 2018/12 Jiaryu's paper "A Measurement Coding System for Block-based Compressive Sensing Images by Using Pixel-Domain Features" is accepted by DCC2019

 
 
 
 
 
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