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Hyomin Choi
Hyomin Choi
Interdigital Communications
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Deep feature compression for collaborative object detection
H Choi, IV Bajić
2018 25th IEEE International Conference on Image Processing (ICIP), 3743-3747, 2018
1692018
Rate control based on unified RQ model for HEVC
H Choi, J Nam, J Yoo, D Sim, IV Bajic
ITU-T SG16 Contribution, JCTVC-H0213, 1-13, 2012
1452012
Pixel-wise unified rate-quantization model for multi-level rate control
H Choi, J Yoo, J Nam, D Sim, IV Bajić
IEEE Journal of Selected Topics in Signal Processing 7 (6), 1112-1123, 2013
1272013
Scalable image coding for humans and machines
H Choi, IV Bajić
IEEE Transactions on Image Processing 31, 2739-2754, 2022
1262022
Near-lossless deep feature compression for collaborative intelligence
H Choi, IV Bajić
2018 IEEE 20th International Workshop on Multimedia Signal Processing (MMSP …, 2018
862018
Deep frame prediction for video coding
H Choi, IV Bajić
IEEE Transactions on Circuits and Systems for Video Technology 30 (7), 1843-1855, 2019
772019
Method for coding and decoding scalable video and apparatus using same
HH Lee, JW Kang, JS Choi, JW Kim, DG Sim, HM Choi, JH Nam
US Patent 9,686,544, 2017
712017
High efficiency compression for object detection
H Choi, IV Bajic
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
682018
Lightweight compression of neural network feature tensors for collaborative intelligence
RA Cohen, H Choi, IV Bajić
2020 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2020
502020
Scalable video coding based on high efficiency video coding (HEVC)
H Choi, J Nam, D Sim, IV Bajić
Proceedings of 2011 IEEE Pacific Rim Conference on Communications, Computers …, 2011
472011
Back-and-forth prediction for deep tensor compression
H Choi, RA Cohen, IV Bajić
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
412020
Latent-space scalability for multi-task collaborative intelligence
H Choi, IV Bajić
2021 IEEE International Conference on Image Processing (ICIP), 3562-3566, 2021
312021
Affine transformation-based deep frame prediction
H Choi, IV Bajić
IEEE Transactions on Image Processing 30, 3321-3334, 2021
272021
Scalable video coding method and apparatus using inter prediction mode
DG Sim, JH Nam, HH Jo, HM Choi
US Patent App. 13/659,006, 2013
26*2013
Lightweight compression of intermediate neural network features for collaborative intelligence
RA Cohen, H Choi, IV Bajić
IEEE Open Journal of Circuits and Systems 2, 350-362, 2021
252021
A dataset of labelled objects on raw video sequences
H Choi, E Hosseini, SR Alvar, RA Cohen, IV Bajić
Data in Brief 34, 106701, 2021
202021
Scalable structures and inter-layer predictions for HEVC scalable extension
H Choi, J Nam, D Sim
JCTVC-F096, Torino, Italy, 2011
202011
Can you find a face in a HEVC bitstream?
SR Alvar, H Choi, IV Bajic
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
172018
Can you tell a face from a HEVC bitstream?
SR Alvar, H Choi, IV Bajic
2018 IEEE Conference on Multimedia Information Processing and Retrieval …, 2018
172018
Improvement of the rate control based on pixel-based URQ model for HEVC
H Choi, J Nam, J Yoo, D Sim, IV Bajic
JCT-VC I0094, 9th Meeting of Joint Collaborative Team on Video Coding of ITU …, 2012
172012
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