Quantization-Based Adaptive Deep Image Compression Using Semantic Information

Quantization-Based Adaptive Deep Image Compression Using Semantic Information

Deep image coding (DIC) for hybrid application contexts has recently attracted significant research interest because of its potential to support both human and machine visual tasks. Since the regions of interest (ROI) are different for different application contexts, it is important to design an ada...

Descrizione completa

Dettagli Bibliografici
Autori principali:	Zhongyue Lei, Xuemin Hong, Jianghong Shi, Minxian Su, Chaoheng Lin, Wei Xia
Natura:	Articolo
Lingua:	English
Pubblicazione:	IEEE 2023-01-01
Serie:	IEEE Access
Soggetti:	Deep image compression semantic importance adaptive coding hybrid contexts
Accesso online:	https://ieeexplore.ieee.org/document/10290903/

Documenti analoghi

cXR+ Voxel-Based Semantic Compression for Networked Immersion
di: Sifat Rezwan, et al.
Pubblicazione: (2023-01-01)

Semantic Information Integration in the Large: Adaptability, Extensibility, and Scalability of the Context Mediation Approach
di: Gannon, Thomas, et al.
Pubblicazione: (2005)

Adaptive Vector Quantization for Lossy Compression of Image Sequences
di: Raffaele Pizzolante, et al.
Pubblicazione: (2017-05-01)

Semantic-Based Dynamic Service Adaptation in Context-Aware Mobile Cloud Learning
di: Muhamad S., et al.
Pubblicazione: (2022-09-01)

Context-Adaptive Inverse Quantization for Inter-Frame Coding
di: Kang Liu, et al.
Pubblicazione: (2021-01-01)

Vector quantization and signal compression /
di: 180300 Gersho, Allen, et al.
Pubblicazione: (1992)

Improved Image Compression Scheme Using Hybrid Encoding Algorithm
di: Yusra Ahmed Salih, et al.
Pubblicazione: (2019-10-01)

Semantic Matching Based on Semantic Segmentation and Neighborhood Consensus
di: Huaiyuan Xu, et al.
Pubblicazione: (2021-05-01)

Compression of speech using a hybrid method
di: Israa Abdlqader
Pubblicazione: (1970-01-01)

An Efficient Lossless Compression Method for Periodic Signals Based on Adaptive Dictionary Predictive Coding
di: Shaofei Dai, et al.
Pubblicazione: (2020-07-01)

ACO:lossless quality score compression based on adaptive coding order
di: Yi Niu, et al.
Pubblicazione: (2022-06-01)

Autonomic Semantic-Based Context-Aware Platform for Mobile Applications in Pervasive Environments
di: Adel Alti, et al.
Pubblicazione: (2016-09-01)

MSGFormer: A DeepLabv3+ Like Semantically Masked and Pixel Contrast Transformer for MouseHole Segmentation
di: Peng Yang, et al.
Pubblicazione: (2024-01-01)

Towards Semantic Smart Cities: A Study on the Conceptualization and Implementation of Semantic Context Inference Systems
di: Jieun Lee, et al.
Pubblicazione: (2023-11-01)

An End-to-End Deep Learning Image Compression Framework Based on Semantic Analysis
di: Cheng Wang, et al.
Pubblicazione: (2019-09-01)

Semantically-Guided Image Compression for Enhanced Perceptual Quality at Extremely Low Bitrates
di: Shoma Iwai, et al.
Pubblicazione: (2024-01-01)

An Enhanced Adaptive Block Truncation Coding with Edge Quantization Scheme
di: Ching-Nung Yang, et al.
Pubblicazione: (2020-10-01)

HCNet: Hierarchical Context Network for Semantic Segmentation
di: Yanwen Chong, et al.
Pubblicazione: (2020-01-01)

From compressive sampling to compressive tasking: retrieving semantics in compressed domain with low bandwidth
di: Zhihong Zhang, et al.
Pubblicazione: (2022-09-01)

COMPRESSION OF MICROARRAY IMAGES USING MULTI-BITPLANE METHOD
di: A. Sharmila Agnal, et al.
Pubblicazione: (2011-05-01)

Comprehensive Comparisons of Uniform Quantization in Deep Image Compression
di: Koki Tsubota, et al.
Pubblicazione: (2023-01-01)

Dynamic Range Compression and the Semantic Descriptor Aggressive
di: Austin Moore
Pubblicazione: (2020-03-01)

Context-sensitivity and semantic minimalism : new essays on semantics and pragmatics /
di: Preyer, Gerhard, et al.
Pubblicazione: (2007)

Global and Compact Video Context Embedding for Video Semantic Segmentation
di: Lei Sun, et al.
Pubblicazione: (2024-01-01)

Hybrid Adaptive Lossless Image Compression Based on Discrete Wavelet Transform
di: Roman Starosolski
Pubblicazione: (2020-07-01)

"Conceptual Space ": an Approach to the Development of Semantic Web
di: Khadijeh Moradi
Pubblicazione: (2017-01-01)

Lossless Data Compression for Communication Systems Based on Optical Frequency Discriminator
di: Guangjun Shan
Pubblicazione: (2019-01-01)

ADPCM Using a Second-order Switched Predictor and Adaptive Quantizer
di: DESPOTOVIC, V., et al.
Pubblicazione: (2011-08-01)

Trivially informative semantic context inflates people's confidence they can perform a highly complex skill
di: Kayla Jordan, et al.
Pubblicazione: (2022-03-01)

Semantic Coding and Model Reconstruction of Multifunction Radar Pulse Train
di: Zhangmeng LIU, et al.
Pubblicazione: (2021-08-01)

Adaptive Bit Rate Control in Semantic Communication With Incremental Knowledge-Based HARQ
di: Qingyang Zhou, et al.
Pubblicazione: (2022-01-01)

Semantic communication system with efficient integration of global and local context features
di: Peng LUO, et al.
Pubblicazione: (2023-07-01)

Semantic communication system with efficient integration of global and local context features
di: Peng LUO, et al.
Pubblicazione: (2023-07-01)

A Design of Adaptive Quantizer for MPEG-2 Video Coding
di: 孙军, et al.
Pubblicazione: (1995-01-01)

A Design of Adaptive Quantizer for MPEG-2 Video Coding
di: 孙军, et al.
Pubblicazione: (1995-01-01)

Contextual Model of the Qur'an and Semantics — A Comparative Study
di: Dr Muhammad Zubair Abbasi
Pubblicazione: (2015-06-01)

Optimized quantization parameter selection for video-based point cloud compression
di: Hui Yuan, et al.
Pubblicazione: (2024-07-01)

SEMANTIC ADAPTATION OF ITALIAN LOANWORDS IN THE SPLIT DIALECT
di: Maja Bezić
Pubblicazione: (2016-01-01)

A survey on semantic communications: Technologies, solutions, applications and challenges
di: Yating Liu, et al.
Pubblicazione: (2024-06-01)

The Lossless Adaptive Binomial Data Compression Method
di: Oleksiy Borysenko, et al.
Pubblicazione: (2022-09-01)