Hyomin Choi

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 36

Top Topics

Image Compression

Human Detection

Top Venues

IEEE Trans. Image Process.

Publications

Fatih Kamisli, Fabien Racapé, Hyomin Choi
Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets. CoRR (2024)
Fatih Kamisli, Fabien Racapé, Hyomin Choi
Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets. DCC (2024)
Wei Jiang, Hyomin Choi, Fabien Racapé
Adaptive Human-Centric Video Compression for Humans and Machines. CVPR Workshops (2023)
Sejun Kim, Sungjae Kang, Hyomin Choi, Seong Soo Kim, Kisung Seo
Keypoint Aware Robust Representation for Transformer-Based Re-Identification of Occluded Person. IEEE Signal Process. Lett. 30 (2023)
Wei Jiang, Hyomin Choi, Fabien Racapé, Simon Feltman, Fatih Kamisli
Face Restoration-Based Scalable Quality Coding for Video Conferencing. ICME Workshops (2023)
Ezgi Özyilkan, Mateen Ulhaq, Hyomin Choi, Fabien Racapé
Learned Disentangled Latent Representations for Scalable Image Coding for Humans and Machines. DCC (2023)
Saeed Ranjbar Alvar, Mateen Ulhaq, Hyomin Choi, Ivan V. Bajic
Joint Image Compression and Denoising via Latent-Space Scalability. CoRR (2022)
Hyomin Choi, Fabien Racapé, Shahab Hamidi-Rad, Mateen Ulhaq, Simon Feltman
Frequency-aware Learned Image Compression for Quality Scalability. VCIP (2022)
Hyomin Choi, Ivan V. Bajic
Scalable Video Coding for Humans and Machines. CoRR (2022)
Hyomin Choi, Ivan V. Bajic
Scalable Image Coding for Humans and Machines. IEEE Trans. Image Process. 31 (2022)
Hyomin Choi, Ivan V. Bajic
Scalable Video Coding for Humans and Machines. MMSP (2022)
Hyomin Choi, Ivan V. Bajic
Latent-Space Scalability for Multi-Task Collaborative Intelligence. ICIP (2021)
Robert A. Cohen, Hyomin Choi, Ivan V. Bajic
Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence. CoRR (2021)
Robert A. Cohen, Hyomin Choi, Ivan V. Bajic
Lightweight compression of neural network feature tensors for collaborative intelligence. CoRR (2021)
Takehiro Tanaka, Hyomin Choi, Ivan V. Bajic
SFU-HW-Tracks-v1: Object Tracking Dataset on Raw Video Sequences. CoRR (2021)
Hyomin Choi, Ivan V. Bajic
Affine Transformation-Based Deep Frame Prediction. IEEE Trans. Image Process. 30 (2021)
Robert A. Cohen, Hyomin Choi, Ivan V. Bajic
Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence. IEEE Open J. Circuits Syst. 2 (2021)
Hyomin Choi, Ivan V. Bajic
A Lightweight Model for Deep Frame Prediction in Video Coding. ACSSC (2020)
Hyomin Choi, Robert A. Cohen, Ivan V. Bajic
Back-And-Forth Prediction for Deep Tensor Compression. ICASSP (2020)
Hyomin Choi, Robert A. Cohen, Ivan V. Bajic
Back-and-Forth prediction for deep tensor compression. CoRR (2020)
Robert A. Cohen, Hyomin Choi, Ivan V. Bajic
Lightweight Compression Of Neural Network Feature Tensors For Collaborative Intelligence. ICME (2020)
Junbong Kim, Kwanghee Jeong, Hyomin Choi, Kisung Seo
GAN-Based Anomaly Detection In Imbalance Problems. ECCV Workshops (6) (2020)
Hyomin Choi, Ivan V. Bajic
Deep Frame Prediction for Video Coding. IEEE Trans. Circuits Syst. Video Technol. 30 (7) (2020)
Hyomin Choi, Ivan V. Bajic
Deep Frame Prediction for Video Coding. CoRR (2019)
Hyomin Choi, Ivan V. Bajic
Near-Lossless Deep Feature Compression for Collaborative Intelligence. MMSP (2018)
Hyomin Choi, Ivan V. Bajic
High Efficiency Compression for Object Detection. ICASSP (2018)
Hyomin Choi, Ivan V. Bajic
Near-Lossless Deep Feature Compression for Collaborative Intelligence. CoRR (2018)
Hyomin Choi, Ivan V. Bajic
Deep feature compression for collaborative object detection. CoRR (2018)
Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic
Can You Tell a Face from a HEVC Bitstream? MIPR (2018)
Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic
Can you Find a Face in a HEVC Bitstream? ICASSP (2018)
Hyomin Choi, Ivan V. Bajic
Deep Feature Compression for Collaborative Object Detection. ICIP (2018)
Hyomin Choi, Ivan V. Bajic
High efficiency compression for object detection. CoRR (2017)
Hyomin Choi, Ivan V. Bajic
Corner proposals from HEVC bitstreams. ISCAS (2017)
Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic
Can you tell a face from a HEVC bitstream? CoRR (2017)
Hyomin Choi, Ivan V. Bajic
HEVC intra features for human detection. GlobalSIP (2017)
Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic
Can you find a face in a HEVC bitstream? CoRR (2017)
Hyomin Choi, Jonghun Yoo, Jung-Hak Nam, Donggyu Sim, Ivan V. Bajic
Pixel-Wise Unified Rate-Quantization Model for Multi-Level Rate Control. IEEE J. Sel. Top. Signal Process. 7 (6) (2013)