Hyomin Choi

Orcid: 0000-0003-2458-893X

According to our database1, Hyomin Choi authored at least 26 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets.
Proceedings of the Data Compression Conference, 2024

2023
Keypoint Aware Robust Representation for Transformer-Based Re-Identification of Occluded Person.
IEEE Signal Process. Lett., 2023

Face Restoration-Based Scalable Quality Coding for Video Conferencing.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

Learned Disentangled Latent Representations for Scalable Image Coding for Humans and Machines.
Proceedings of the Data Compression Conference, 2023

Adaptive Human-Centric Video Compression for Humans and Machines.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Scalable Image Coding for Humans and Machines.
IEEE Trans. Image Process., 2022

Joint Image Compression and Denoising via Latent-Space Scalability.
CoRR, 2022

Frequency-aware Learned Image Compression for Quality Scalability.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Scalable Video Coding for Humans and Machines.
Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

2021
Affine Transformation-Based Deep Frame Prediction.
IEEE Trans. Image Process., 2021

Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence.
IEEE Open J. Circuits Syst., 2021

SFU-HW-Tracks-v1: Object Tracking Dataset on Raw Video Sequences.
CoRR, 2021

Latent-Space Scalability for Multi-Task Collaborative Intelligence.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020
Deep Frame Prediction for Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2020

Lightweight Compression Of Neural Network Feature Tensors For Collaborative Intelligence.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Back-And-Forth Prediction for Deep Tensor Compression.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

GAN-Based Anomaly Detection In Imbalance Problems.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

A Lightweight Model for Deep Frame Prediction in Video Coding.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2018
Near-Lossless Deep Feature Compression for Collaborative Intelligence.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Can You Tell a Face from a HEVC Bitstream?
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Deep Feature Compression for Collaborative Object Detection.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

High Efficiency Compression for Object Detection.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Can you Find a Face in a HEVC Bitstream?
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Corner proposals from HEVC bitstreams.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

HEVC intra features for human detection.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2013
Pixel-Wise Unified Rate-Quantization Model for Multi-Level Rate Control.
IEEE J. Sel. Top. Signal Process., 2013


  Loading...