About us
Multimedia seminar is a study group where we read papers together to deepen our understanding. We mainly focus on papers related to artificial intelligence and signal processing.
Topic
Artificial Intelligence
Signal Processing
Main Research
- "Image Coding for Machines with Edge Information Learning Using Segment Anything,”
IEEE International Conference on Image Processing (ICIP 2024) - "Improving Image Coding for Machines through Optimizing Encoder via Auxiliary Loss,”
IEEE International Conference on Image Processing (ICIP 2024) - "Scalable Image Coding for Humans and Machines Using Feature Fusion Network,”
IEEE International Workshop on Multimedia Signal Processing (MMSP2024) - "Perceptual Image Compresion via Stable Diffusion at Low Bitrate,”
IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR 2024) - “Image Coding for Machines with Object Region Learning,”
IEEE Consumer Communications & Networking Conference (CCNC 2024)
Publication (International Conference)
List of presentations at international conferences by members of Multimedia Seminar.
[2024/04~]
- Takahiro Shindo, Taiju Watanabe, Yui Tatsumi, Hiroshi Watanabe: “Delta-ICM: Entropy Modeling with Delta Function for Learned Image Compression,” IEEE International Conference on Consumer Electronics (ICCE 2025)
- Taiga Hayami, Takahiro Shindo, Shunsuke Akamatsu, Hiroshi Watanabe: “Neural Video Representation for Redundancy Reduction and Consistency Preservation,” IEEE International Conference on Consumer Electronics (ICCE 2025)
- Takahiro Shindo, Yui Tatsumi, Taiju Watanabe, Hiroshi Watanabe: “Refining Coded Image in Human Vision Layer Using CNN-Based Post-Processing,” IEEE Global Conference on Consumer Electronics (GCCE 2024)
- Shoko Tanaka, Yui Tatsumi, Takahiro Shindo, Hiroshi Watanabe: “Integrationg QR Code Characteristics into SUper-Resolution Method,” IEEE Global Conference on Consumer Electronics (GCCE 2024)
- Yui Tatumi, Shoko Tanaka, Shunsuke Akamatsu, Takahiro Shindo, Hiroshi Watanabe: “Classification in Japanese Sign Language Based on Dynamic Facial Expressions,” IEEE Global Conference on Consumer Electronics (GCCE 2024)
- Yurika Fujinami, Hiroshi Watanabe: “Adversarial Level of Face Images Generated by Prompt-Based Image Coding in Face Recognition System,” IEEE Global Conference on Consumer Electronics (GCCE 2024)
- Taiga Hayami, Hiroshi Watanabe: “Implicit Neural Representation for Videos Based on Residual Connection,” IEEE Global Conference on Consumer Electronics (GCCE 2024)
- Takahiro Shindo, Kein Yamada, Taiju Watanabe, Hiroshi Watanabe: “Image Coding for Machines with Edge Information Learning Using Segment Anything,” IEEE International Conference on Image Processing (ICIP 2024)
- Kei Iino, Shunsuke Akamatsu, Hiroshi Watanabe, Shohei Enomoto, Akira Sakamoto, Takeharu Eda: “Improving Image Coding for Machines through Optimizing Encoder via Auxiliary Loss,” IEEE International Conference on Image Processing (ICIP 2024)
- Takahiro Shindo, Taiju Watanabe, Yui Tatsumi, Hiroshi Watanabe: “Scalable Image Coding for Humans and Machines Using Feature Fusion Network,” IEEE International Workshop on Multimedia Signal Processing (MMSP 2024)
- Luoxu Jin, Hiroshi Watanabe: “Perceptual Image Compresion via Stable Diffusion at Low Bitrate,” IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR 2024)
- Shunsuke Akamatsu, Hiroshi Watanabe: “Bounding Box Aware Edge-Cloud Collaborative Method for Multiple Object Detection,” IEEE World Conference on Applied Intelligence and Computing (AIC 2024)
- Kakeru Koizumi, Hiroshi Watanabe: “Event-based Robust 3D Pose Estimation Using Time Series Data,” IEEE World Conference on Applied Intelligence and Computing (AIC 2024)
- Yenan Zhang, Guilly Kolkman, Hiroshi Watanabe: “Phase Repair for Time-Domain Convolutional Neural Networks in Music Super-Resolution,” Sound Music and Computing (SMC 2024)
Lab.
Advanced Multimedia Systems Lab.
Waseda University
