Choi, Hyomin
- Deep feature compression for collaborative object detection
2018/02/12 by Choi, Hyomin, Bajic, Ivan V. · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- High efficiency compression for object detection
2017/10/30 by Choi, Hyomin, Bajic, Ivan V. · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets
2024/02/29 by Kamisli, Fatih, Racape, Fabien, Choi, Hyomin · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Deep Frame Prediction for Video Coding
2018/12/31 by Choi, Hyomin, Bajic, Ivan V. · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Back-and-Forth prediction for deep tensor compression
2020/02/14 by Choi, Hyomin, Cohen, Robert A., Bajic, Ivan V. · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Latent-space scalability for multi-task collaborative intelligence
2021/05/21 by Choi, Hyomin, Bajic, Ivan V. · 1 citation
#FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Joint Image Compression and Denoising via Latent-Space Scalability
2022/05/04 by Saeed Ranjbar Alvar, Mateen Ulhaq, Alvar, Saeed Ranjbar +5 · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Scalable Video Coding for Humans and Machines
2022/08/04 by Hyomin Choi, Choi, Hyomin, Ivan V. Bajić +1 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Learned Disentangled Latent Representations for Scalable Image Coding for Humans and Machines
2023/01/10 by Ezgi Özyılkan, Mateen Ulhaq, Ozyilkan, Ezgi +5 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Near-Lossless Deep Feature Compression for Collaborative Intelligence
2018/04/26 by Choi, Hyomin, Bajic, Ivan V. · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering