Image_Compression
Image_Compression
-
Deep Perceptual Image Quality Assessment for Compression
Juan Carlos Mier, Eddie Huang, Hossein Talebi, Feng Yang, Peyman Milanfar
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Image_Compression
PDF
-
Discrete Cosine Transform in JPEG Compression
Jacob John
arXiv_CV
arXiv_CV
Image_Compression
PDF
-
Progressive Neural Image Compression with Nested Quantization and Latent Ordering
Yadong Lu, Yinhao Zhu, Yang Yang, Amir Said, Taco S Cohen
arXiv_CV
arXiv_CV
Quantization
Knowledge
Image_Compression
PDF
-
Image Compression with Encoder-Decoder Matched Semantic Segmentation
Trinh Man Hoang, Jinjia Zhou, Yibo Fan
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Image_Compression
CNN
PDF
-
Learned Multi-Resolution Variable-Rate Image Compression with Octave-based Residual Blocks
Mohammad Akbari, Jie Liang, Jingning Han, Chengjie Tu
arXiv_CV
arXiv_CV
Quantization
Enhancement
Pose
Deep_Learning
Image_Compression
PDF
-
Consolidated Dataset and Metrics for High-Dynamic-Range Image Quality
Aliaksei Mikhailiuk, Maria Perez-Ortiz, Dingcheng Yue, Wilson Suen, Rafal K. Mantiuk
arXiv_CV
arXiv_CV
Pose
Image_Compression
PDF
-
Learned Block-based Hybrid Image Compression
Yaojun Wu, Xin Li, Zhizheng Zhang, Xin Jin, Zhibo Chen
arXiv_CV
arXiv_CV
Pose
Relation
Image_Compression
Prediction
PDF
-
Learned Video Codec with Enriched Reconstruction for CLIC P-frame Coding
David Alexandre, Hsueh-Ming Hang
arXiv_CV
arXiv_CV
Reconstruction
Pose
Attention
Image_Compression
PDF
-
Soft Compression for Lossless Image Coding
Gangtao Xin, Pingyi Fan
arXiv_AI
arXiv_AI
Pose
Image_Compression
PDF
-
Neural Image Compression and Explanation
Xiang Li, Shihao Ji
arXiv_CV
arXiv_CV
Surveillance
Sparse
Salient
Pose
Action
Classification
Deep_Learning
Image_Compression
Drone
CNN
Image_Classification
Prediction
PDF
-
How to Exploit the Transferability of Learned Image Compression to Conventional Codecs
Jan P. Klopp, Keng-Chi Liu, Liang-Gee Chen, Shao-Yi Chien
arXiv_CV
arXiv_CV
Adversarial
Pose
GAN
Image_Compression
CNN
PDF
-
Latent-Separated Global Prediction for Learned Image Compression
Zongyu Guo, Zhizheng Zhang, Runsen Feng, Simeng Sun, Zhibo Chen
arXiv_CV
arXiv_CV
Reconstruction
Pose
Relation
Attention
Image_Compression
Prediction
PDF
-
End-to-end optimized image compression for machines, a study
Lahiru D. Chamain, Fabien Racapé, Jean Bégaint, Akshay Pushparaja, Simon Feltman
arXiv_CV
arXiv_CV
Pose
Image_Compression
CNN
PDF
-
Learning Accurate Entropy Model with Global Reference for Image Compression
Yichen Qian, Zhiyu Tan, Xiuyu Sun, Ming Lin, Dongyang Li, Zhenhong Sun, Hao Li, Rong Jin
arXiv_CV
arXiv_CV
Pose
Image_Compression
PDF
-
Regularized Compression of MRI Data: Modular Optimization of Joint Reconstruction and Coding
Veronica Corona, Yehuda Dar, Carola-Bibiane Schönlieb
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Regularization
Pose
Image_Compression
Medical
PDF
-
Descriptive analysis of computational methods for automating mammograms with practical applications
Aparna Bhale, Manish Joshi
arXiv_CV
arXiv_CV
Image_Retrieval
Action
Classification
Image_Compression
Image_Classification
PDF
-
Enhanced Standard Compatible Image Compression Framework based on Auxiliary Codec Networks
Hanbin Son, Taeoh Kim, Hyeongmin Lee, Sangyoun Lee
arXiv_CV
arXiv_CV
Pose
Image_Compression
PDF
-
Learning to Improve Image Compression without Changing the Standard Decoder
Yannick Strümpler, Ren Yang, Radu Timofte
arXiv_CV
arXiv_CV
Quantization
Pose
Image_Compression
PDF
-
Extreme compression of grayscale images
Franklin Mendivil, Örjan Stenflo
arXiv_CV
arXiv_CV
Image_Compression
PDF
-
Leveraging Domain Knowledge using Machine Learning for Image Compression in Internet-of-Things
Prabuddha Chakraborty, Jonathan Cruz, Swarup Bhunia
arXiv_CV
arXiv_CV
Surveillance
Reconstruction
Recognition
Knowledge
Pose
Image_Compression
PDF
-
Lossy Image Compression with Normalizing Flows
Leonhard Helminger, Abdelaziz Djelouah, Markus Gross, Christopher Schroers
arXiv_CV
arXiv_CV
Quantization
Knowledge
Pose
Deep_Learning
Image_Compression
PDF
-
Fidelity-Controllable Extreme Image Compression with Generative Adversarial Networks
Shoma Iwai, Tomo Miyazaki, Yoshihiro Sugaya, Shinichiro Omachi
arXiv_CV
arXiv_CV
Reconstruction
Adversarial
Pose
GAN
Image_Compression
PDF
-
Optical Flow and Mode Selection for Learning-based Video Coding
Théo Ladune (IETR), Pierrick Philippe, Wassim Hamidouche (IETR), Lu Zhang (IETR), Olivier Déforges (IETR)
arXiv_CV
arXiv_CV
Pose
Image_Compression
Optical_Flow
Prediction
PDF
-
L$^2$C -- Learning to Learn to Compress
Nannan Zou, Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Jani Lainema, Miska Hannuksela, Emre Aksu, Esa Rahtu
arXiv_CV
arXiv_CV
Super_Resolution
Optimization
Pose
Image_Compression
Inference
PDF
-
Deep Image Compression using Decoder Side Information
Sharon Ayzik, Shai Avidan
arXiv_CV
arXiv_CV
Relation
Image_Compression
PDF
-
On the Impact of Lossy Image and Video Compression on the Performance of Deep Convolutional Neural Network Architectures
Matt Poyser, Amir Atapour-Abarghouei, Toby P. Breckon
arXiv_CV
arXiv_CV
Image_Caption
Segmentation
Quantization
Semantic_Segmentation
Recognition
Pose_Estimation
Adversarial
Pose
Action_Recognition
Action
Classification
Deep_Learning
Detection
Relation
Object_Detection
GAN
Image_Compression
CNN
Prediction
PDF
-
Regularized Flexible Activation Function Combinations for Deep Neural Networks
Renlong Jie, Junbin Gao, Andrey Vasnev, Min-ngoc Tran
arXiv_CV
arXiv_CV
RNN
Regularization
Knowledge
Pose
Image_Compression
CNN
PDF
-
Accelerating Deep Learning Applications in Space
Martina Lofqvist, José Cano
arXiv_CV
arXiv_CV
Deep_Learning
Detection
Object_Detection
Image_Compression
CNN
Autonomous
Inference
PDF
-
Full Quaternion Representation of Color images: A Case Study on QSVD-based Color Image Compression
Alireza Parchami, Mojtaba Mahdavi
arXiv_CV
arXiv_CV
Pose
Relation
Image_Compression
PDF
-
Channel-wise Autoregressive Entropy Models for Learned Image Compression
David Minnen, Saurabh Singh
arXiv_CV
arXiv_CV
Enhancement
Image_Compression
Prediction
PDF
-
Channel-Level Variable Quantization Network for Deep Image Compression
Zhisheng Zhong, Hiroaki Akutsu, Kiyoharu Aizawa
arXiv_CV
arXiv_CV
Reconstruction
Quantization
Pose
Quantitative
Image_Compression
CNN
PDF
-
C2G-Net: Exploiting Morphological Properties for Image Classification
Laurin Herbsthofer, Barbara Prietl, Martina Tomberger, Thomas Pieber, Pablo López-García
arXiv_CV
arXiv_CV
Segmentation
Pose
Classification
Image_Compression
Image_Classification
Prediction
PDF
-
Perceptually Optimizing Deep Image Compression
Li-Heng Chen, Christos G. Bampis, Zhi Li, Andrey Norkin, Alan C. Bovik
arXiv_CV
arXiv_CV
Optimization
Pose
Quantitative
Image_Compression
PDF
-
Early Exit Or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images
Qunliang Xing, Mai Xu, Tianyi Li, Zhenyu Guan
arXiv_CV
arXiv_CV
Enhancement
Pose
Image_Compression
PDF
-
Locally Masked Convolution for Autoregressive Models
Ajay Jain, Pieter Abbeel, Deepak Pathak
arXiv_CV
arXiv_CV
Detection
Image_Compression
CNN
PDF
-
Modeling Lost Information in Lossy Image Compression
Yaolong Wang, Mingqing Xiao, Chang Liu, Shuxin Zheng, Tie-Yan Liu
arXiv_CV
arXiv_CV
Pose
Image_Compression
PDF
-
A Multiparametric Class of Low-complexity Transforms for Image and Video Coding
D. R. Canterle, T. L. T. da Silveira, F. M. Bayer, R. J. Cintra
arXiv_CV
arXiv_CV
Optimization
Image_Compression
PDF
-
Concatenated Attention Neural Network for Image Restoration
Tian YingJie, Wang YiQi, Yang LinRui, Qi ZhiQuan
arXiv_CV
arXiv_CV
Restoration
Action
Denoising
Attention
Image_Compression
PDF
-
Fourth-Order Anisotropic Diffusion for Inpainting and Image Compression
Ikram Jumakulyyev, Thomas Schultz
arXiv_CV
arXiv_CV
Reconstruction
Inpainting
Image_Compression
Medical
PDF
-
High-Fidelity Generative Image Compression
Fabian Mentzer, George Toderici, Michael Tschannen, Eirikur Agustsson
arXiv_CV
arXiv_CV
Reconstruction
Adversarial
Quantitative
GAN
Image_Compression
PDF
-
Neural Sparse Representation for Image Restoration
Yuchen Fan, Jiahui Yu, Yiqun Mei, Yulun Zhang, Yun Fu, Ding Liu, Thomas S. Huang
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Sparse
Denoising
Image_Compression
PDF
-
Variational Quantum Singular Value Decomposition
Xin Wang, Zhixin Song, Youle Wang
arXiv_AI
arXiv_AI
Pose
Image_Compression
Recommendation
PDF
-
JPAD-SE: High-Level Semantics for Joint Perception-Accuracy-Distortion Enhancement in Image Compression
Shiyu Duan, Huaijin Chen, Jinwei Gu
arXiv_CV
arXiv_CV
Enhancement
Optimization
Quantitative
Image_Compression
PDF
-
Learning Context-Based Non-local Entropy Modeling for Image Compression
Mu Li, Kai Zhang, Wangmeng Zuo, Radu Timofte, David Zhang
arXiv_CV
arXiv_CV
Optimization
Pose
Deep_Learning
Attention
Image_Compression
CNN
PDF
-
Distributed Learning and Inference with Compressed Images
Sudeep Katakol, Basem Elbarashy, Luis Herranz, Joost van de Weijer, Antonio M. Lopez
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Restoration
Adversarial
Pose
GAN
Image_Compression
Autonomous
Inference
PDF
-
Towards Analysis-friendly Face Representation with Scalable Feature and Texture Compression
Shurun Wang, Shiqi Wang, Wenhan Yang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao
arXiv_CV
arXiv_CV
Reconstruction
Enhancement
Optimization
Pose
Face
Action
Deep_Learning
Image_Compression
PDF
-
Quantization Guided JPEG Artifact Correction
Max Ehrlich, Ser-Nam Lim, Larry Davis, Abhinav Shrivastava
arXiv_CV
arXiv_CV
Quantization
Image_Compression
PDF
-
Extending Unsupervised Neural Image Compression With Supervised Multitask Learning
David Tellez, Diederik Hoppener, Cornelis Verhoef, Dirk Grunhagen, Pieter Nierop, Michal Drozdzal, Jeroen van der Laak, Francesco Ciompi
arXiv_CV
arXiv_CV
Unsupervised
Pose
Relation
Image_Compression
CNN
PDF
-
Variable Rate Video Compression using a Hybrid Recurrent Convolutional Learning Framework
Aishwarya Jadhav
arXiv_CV
arXiv_CV
Pose
Relation
Image_Compression
CNN
Prediction
PDF
-
Image Segmentation Using Deep Learning: A Survey
Shervin Minaee, Yuri Boykov, Fatih Porikli, Antonio Plaza, Nasser Kehtarnavaz, Demetri Terzopoulos
arXiv_CV
arXiv_CV
Surveillance
Segmentation
Review
Adversarial
Survey
Deep_Learning
Attention
Image_Compression
Medical
CNN
PDF
-
Lossless Image Compression through Super-Resolution
Sheng Cao, Chao-Yuan Wu, Philipp Krähenbühl
arXiv_CV
arXiv_CV
Super_Resolution
Image_Compression
PDF
-
Image compression optimized for 3D reconstruction by utilizing deep neural networks
Alex Golts, Yoav Y. Schechner
arXiv_CV
arXiv_CV
Reconstruction
3D
RNN
Pose
Image_Compression
PDF
-
Learning Better Lossless Compression Using Lossy Compression
Fabian Mentzer, Luc Van Gool, Michael Tschannen
arXiv_CV
arXiv_CV
Reconstruction
Pose
Image_Compression
CNN
PDF
-
Object-Based Image Coding: A Learning-Driven Revisit
Qi Xia, Haojie Liu, Zhan Ma
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Pose
Image_Compression
PDF
-
Learning to Structure an Image with Few Colors
Yunzhong Hou, Liang Zheng, Stephen Gould
arXiv_CV
arXiv_CV
Quantization
Pose
Classification
Image_Compression
PDF
-
An End-to-End Joint Learning Scheme of Image Compression and Quality Enhancement with Improved Entropy Minimization
Jooyoung Lee, Seunghyun Cho, Munchurl Kim
arXiv_CV
arXiv_CV
Enhancement
Knowledge
Pose
Image_Compression
PDF
-
Optimizing JPEG Quantization for Classification Networks
Zhijing Li, Christopher De Sa, Adrian Sampson
arXiv_CV
arXiv_CV
Quantization
Optimization
Classification
Deep_Learning
Image_Compression
PDF
-
G-VAE: A Continuously Variable Rate Deep Image Compression Framework
Ze Cui, Jing Wang, Bo Bai, Tiansheng Guo, Yihui Feng
arXiv_CV
arXiv_CV
Pose
Image_Compression
PDF
-
Learning for Video Compression with Hierarchical Quality and Recurrent Enhancement
Ren Yang, Fabian Mentzer, Luc Van Gool, Radu Timofte
arXiv_CV
arXiv_CV
Enhancement
Pose
Deep_Learning
Image_Compression
PDF
-
Generalized Octave Convolutions for Learned Multi-Frequency Image Compression
Mohammad Akbari, Jie Liang, Jingning Han, Chengjie Tu
arXiv_CV
arXiv_CV
Reconstruction
Pose
Image_Compression
PDF
-
Hierarchical Quantized Autoencoders
Will Williams, Sam Ringer, Tom Ash, John Hughes, David MacLeod, Jamie Dougherty
arXiv_CV
arXiv_CV
Reconstruction
Quantization
Quantitative
Image_Compression
PDF
-
Variable-Bitrate Neural Compression via Bayesian Arithmetic Coding
Yibo Yang, Robert Bamler, Stephan Mandt
arXiv_CV
arXiv_CV
Embedding
Pose
Image_Compression
PDF
-
Discernible Compressed Images via Deep Perception Consistency
Zhaohui Yang, Yunhe Wang, Chao Xu, Chang Xu
arXiv_CV
arXiv_CV
Recognition
Pose
Detection
Object_Detection
Attention
Image_Compression
PDF
-
Hierarchical Auto-Regressive Model for Image Compression Incorporating Object Saliency and a Deep Perceptual Loss
Yash Patel, Srikar Appalaraju, R. Manmatha
arXiv_CV
arXiv_CV
Segmentation
Salient
Pose
Detection
Object_Detection
Image_Compression
PDF
-
A Unified End-to-End Framework for Efficient Deep Image Compression
Jiaheng Liu, Guo Lu, Zhihao Hu, Dong Xu
arXiv_CV
arXiv_CV
Enhancement
Pose
Relation
Attention
Image_Compression
PDF
-
Learning End-to-End Lossy Image Compression: A Benchmark
Yueyu Hu, Wenhan Yang, Zhan Ma, Jiaying Liu
arXiv_CV
arXiv_CV
Reconstruction
Review
Survey
GAN
Image_Compression
PDF
-
Ultra High Fidelity Image Compression with $ell_infty$-constrained Encoding and Deep Decoding
Xi Zhang, Xiaolin Wu
arXiv_CV
arXiv_CV
Reconstruction
Restoration
Image_Compression
PDF
-
Learned Variable-Rate Image Compression with Residual Divisive Normalization
Mohammad Akbari, Jie Liang, Jingning Han, Chengjie Tu
arXiv_CV
arXiv_CV
Quantization
Enhancement
Pose
Deep_Learning
Image_Compression
PDF
-
Variable Rate Deep Image Compression with Modulated Autoencoder
Fei Yang, Luis Herranz, Joost van de Weijer, José A. Iglesias Guitián, Antonio López, Mikhail Mozerov
arXiv_CV
arXiv_CV
Optimization
Pose
Image_Compression
PDF
-
BINet: a binary inpainting network for deep patch-based image compression
André Nortje, Willie Brink, Herman A. Engelbrecht, Herman Kamper
arXiv_CV
arXiv_CV
Reconstruction
Inpainting
Pose
Deep_Learning
Image_Compression
PDF
-
Sibling Neural Estimators: Improving Iterative Image Decoding with Gradient Communication
Ankur Mali, Alexander G. Ororbia, Clyde Lee Giles
arXiv_CV
arXiv_CV
Reconstruction
RNN
Pose
Image_Compression
PDF
-
Deep Generative Video Compression
Jun Han, Salvator Lombardo, Christopher Schroers, Stephan Mandt
arXiv_CV
arXiv_CV
Pose
Image_Compression
Prediction
PDF
-
ProxIQA: A Proxy Approach to Perceptual Optimization of Learned Image Compression
Li-Heng Chen, Christos G. Bampis, Zhi Li, Andrey Norkin, Alan C. Bovik
arXiv_CV
arXiv_CV
Optimization
Quantitative
Image_Compression
QA
PDF
-
Parallel Wavelet Schemes for Images
David Barina, Michal Kula, Pavel Zemcik
arXiv_CV
arXiv_CV
Pose
Image_Compression
PDF
-
Lossy Image Compression with Recurrent Neural Networks: from Human Perceived Visual Quality to Classification Accuracy
Maurice Weber, Cedric Renggli, Helmut Grabner, Ce Zhang
arXiv_CV
arXiv_CV
Reconstruction
RNN
Pose
Classification
Image_Compression
Inference
PDF
-
Non-negative Tensor Patch Dictionary Approaches for Image Compression and Deblurring Applications
Elizabeth Newman, Misha E. Kilmer
arXiv_CV
arXiv_CV
Restoration
Pose
Image_Compression
PDF
-
Human Synthesis and Scene Compositing
Mihai Zanfir, Elisabeta Oneata, Alin-Ionut Popa, Andrei Zanfir, Cristian Sminchisescu
arXiv_CV
arXiv_CV
3D
Pose
Quantitative
Image_Compression
PDF
-
To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis?
Can Peng, Kun Zhao, Arnold Wiliem, Teng Zhang, Peter Hobson, Anthony Jennings, Brian C. Lovell
arXiv_CV
arXiv_CV
Detection
Relation
Object_Detection
Image_Compression
PDF
-
Variable Rate Deep Image Compression With a Conditional Autoencoder
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
arXiv_CV
arXiv_CV
Quantization
Pose
Image_Compression
PDF
-
A Comprehensive Benchmark for Single Image Compression Artifacts Reduction
Jiaying Liu, Dong Liu, Wenhan Yang, Sifeng Xia, Xiaoshuai Zhang, Yuanying Dai
arXiv_CV
arXiv_CV
Quantization
Optimization
Review
Survey
Deep_Learning
Image_Compression
PDF
-
DSIC: Deep Stereo Image Compression
Jerry Liu, Shenlong Wang, Raquel Urtasun
arXiv_CV
arXiv_CV
Image_Compression
PDF
-
Human Perceptual Evaluations for Image Compression
Yash Patel, Srikar Appalaraju, R. Manmatha
arXiv_CV
arXiv_CV
Deep_Learning
Image_Compression
PDF
-
Automatic Text Line Segmentation Directly in JPEG Compressed Document Images
Bulla Rajesh, Mohammed Javed, P Nagabhushan
arXiv_CV
arXiv_CV
Segmentation
Pose
Image_Compression
PDF
-
Deep Perceptual Compression
Yash Patel, Srikar Appalaraju, R. Manmatha
arXiv_CV
arXiv_CV
Pose
Detection
Image_Compression
PDF
-
Fully Convolutional Network for Removing DCT Artefacts From Images
Patryk Najgebauer, Rafal Scherer
arXiv_CV
arXiv_CV
Reconstruction
Super_Resolution
Pose
Deep_Learning
Image_Compression
CNN
PDF
-
High-throughput Onboard Hyperspectral Image Compression with Ground-based CNN Reconstruction
Diego Valsesia, Enrico Magli
arXiv_CV
arXiv_CV
Reconstruction
Quantization
Image_Compression
CNN
Prediction
PDF
-
A Deep Image Compression Framework for Face Recognition
Nai Bian, Feng Liang, Haisheng Fu, Bo Lei
arXiv_CV
arXiv_CV
Reconstruction
Recognition
Optimization
Pose
Face
Face_Recognition
Image_Compression
CNN
PDF
-
Multi-Cue Vehicle Detection for Semantic Video Compression In Georegistered Aerial Videos
Noor Al-Shakarji, Filiz Bunyak, Hadi Aliakbarpour, Guna Seetharaman, Kannappan Palaniappan
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Detection
Object_Detection
Image_Compression
Drone
PDF
-
Efficient and Effective Context-Based Convolutional Entropy Modeling for Image Compression
Mu Li, Kede Ma, Jane You, David Zhang, Wangmeng Zuo
arXiv_CV
arXiv_CV
3D
Pose
Image_Compression
CNN
PDF
-
Simultaneously Learning Architectures and Features of Deep Neural Networks
Tinghuai Wang, Lixin Fan, Huiling Wang
arXiv_CV
arXiv_CV
Optimization
Regularization
Pose
Classification
Image_Compression
Image_Classification
PDF
-
Towards Lossless Encoding of Sentences
Gabriele Prato, Mathieu Duchesneau, Sarath Chandar, Alain Tapp
arXiv_CL
arXiv_CL
Embedding
Pose
Sentiment
Attention
Image_Compression
PDF
-
Attention Based Image Compression Post-Processing Convolutional Neural Network
Yuyang Xue, Jiannan Su
arXiv_CV
arXiv_CV
Pose
Attention
Image_Compression
CNN
PDF
-
Generative Imaging and Image Processing via Generative Encoder
Lin Chen, Haizhao Yang
arXiv_CV
arXiv_CV
Inpainting
Super_Resolution
Optimization
Adversarial
Pose
Denoising
GAN
Image_Compression
CNN
PDF
-
Two-layer Near-lossless HDR Coding with Backward Compatibility to JPEG
Hiroyuki Kobayashi, Osamu Watanabe, Hitoshi Kiya
arXiv_CV
arXiv_CV
Quantization
Sparse
Pose
Image_Compression
PDF
-
X-Ray Image Compression Using Convolutional Recurrent Neural Networks
Asif Shahriyar Sushmit, Shakib Uz Zaman, Ahmed Imtiaz Humayun, Taufiq Hasan
arXiv_CV
arXiv_CV
RNN
Knowledge
Pose
Image_Compression
Medical
CNN
PDF
-
JPEG XT Image Compression with Hue Compensation for Two-Layer HDR Coding
Hiroyuki Kobayashi, Hitoshi Kiya
arXiv_CV
arXiv_CV
Pose
Image_Compression
PDF
-
Non-local Attention Optimized Deep Image Compression
Haojie Liu, Tong Chen, Peiyao Guo, Qiu Shen, Xun Cao, Yao Wang, Zhan Ma
arXiv_CV
arXiv_CV
Pose
Relation
Attention
Image_Compression
PDF
-
Deep AutoEncoder-based Lossy Geometry Compression for Point Clouds
Wei Yan, Yiting shao, Shan Liu, Thomas H Li, Zhu Li, Ge Li
arXiv_CV
arXiv_CV
Point_Cloud
3D
Knowledge
Pose
Image_Compression
Autonomous
PDF
-
Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples
Zihao Liu, Qi Liu, Tao Liu, Nuo Xu, Xue Lin, Yanzhi Wang, Wujie Wen
arXiv_CV
arXiv_CV
Quantization
Adversarial
Pose
Classification
Image_Compression
PDF
-
Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds
Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang
arXiv_CV
arXiv_CV
Segmentation
3D
Knowledge
Deep_Learning
Image_Compression
Medical
PDF
-
Place-specific Background Modeling Using Recursive Autoencoders
Yamaguchi Kousuke, Tanaka Kanji, Sugimoto Takuma, Ide Rino, Takeda Koji
arXiv_CV
arXiv_CV
Reconstruction
Pose
Detection
Image_Compression
PDF
-
Deep Predictive Video Compression with Bi-directional Prediction
Woonsung Park, Munchurl Kim
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Attention
Image_Compression
Optical_Flow
Prediction
PDF
-
Learning Content-Weighted Deep Image Compression
Mu Li, Wangmeng Zuo, Shuhang Gu, Jane You, David Zhang
arXiv_CV
arXiv_CV
Optimization
Salient
Pose
Image_Compression
CNN
PDF
-
Distributed Lossy Image Compression with Recurrent Networks
Enmao Diao, Jie Ding, Vahid Tarokh
arXiv_CV
arXiv_CV
Knowledge
Pose
Deep_Learning
Relation
Image_Compression
CNN
PDF
-
Scalable Facial Image Compression with Deep Feature Reconstruction
Shurun Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao
arXiv_CV
arXiv_CV
Surveillance
Reconstruction
Enhancement
Pose
Deep_Learning
Image_Compression
PDF
-
Multiple Description Convolutional Neural Networks for Image Compression
Lijun Zhao, Huihui Bai, Anhong Wang, Yao Zhao
arXiv_CV
arXiv_CV
Reconstruction
Pose
Image_Compression
CNN
PDF
-
An Autoencoder-based Learned Image Compressor: Description of Challenge Proposal by NCTU
David Alexandre, Chih-Peng Chang, Wen-Hsiao Peng, Hsueh-Ming Hang
arXiv_CV
arXiv_CV
Pose
Relation
Image_Compression
PDF
-
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation
Jonas Löhdefink, Andreas Bär, Nico M. Schmidt, Fabian Hüger, Peter Schlicht, Tim Fingscheidt
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Semantic_Segmentation
Adversarial
Pose
GAN
Image_Compression
Autonomous
PDF
-
A study for Image compression using Re-Pair algorithm
Pasquale De Luca, Vincezo Maria Russiello, Raffaele Ciro Sannino, Lorenzo Valente
arXiv_CV
arXiv_CV
Image_Compression
PDF
-
Fast and Efficient Lenslet Image Compression
Hadi Amirpour, Antonio Pinheiro, Manuela Pereira, Mohammad Ghanbari
arXiv_CV
arXiv_CV
Image_Caption
Pose
GAN
Image_Compression
Prediction
PDF
-
Learning to compress and search visual data in large-scale systems
Sohrab Ferdowsi
arXiv_CV
arXiv_CV
Unsupervised
Pose
Compressive_Sensing
Denoising
Image_Compression
PDF
-
Toward Joint Image Generation and Compression using Generative Adversarial Networks
Byeongkeun Kang, Subarna Tripathi, Truong Q. Nguyen
arXiv_CV
arXiv_CV
Quantization
Adversarial
Pose
GAN
Image_Compression
PDF
-
CAE-P: Compressive Autoencoder with Pruning Based on ADMM
Haimeng Zhao
arXiv_CV
arXiv_CV
NAS
Pose
Face
Image_Compression
PDF
-
A Recent Survey on the Applications of Genetic Programming in Image Processing
Asifullah Khan, Aqsa Saeed Qureshi, Noor ul Wahab, Mutawara Hussain, Muhammad Yousaf Hamza
arXiv_AI
arXiv_AI
Recognition
Optimization
Survey
Classification
Image_Compression
Medical
PDF
-
UltraCompression: Framework for High Density Compression of Ultrasound Volumes using Physics Modeling Deep Neural Networks
Debarghya China, Francis Tom, Sumanth Nandamuri, Aupendu Kar, Mukundhan Srinivasan, Pabitra Mitra, Debdoot Sheet
arXiv_CV
arXiv_CV
Segmentation
Pose
Image_Compression
CNN
PDF
-
Learning based Facial Image Compression with Semantic Fidelity Metric
Zhibo Chen, Tianyu He
arXiv_CV
arXiv_CV
Surveillance
Recognition
Optimization
Adversarial
Pose
Face
Face_Recognition
GAN
Image_Compression
PDF
-
Residual Dense Network for Image Restoration
Yulun Zhang, Yapeng Tian, Yu Kong, Bineng Zhong, Yun Fu
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Denoising
Image_Compression
CNN
PDF
-
Practical Full Resolution Learned Lossless Image Compression
Fabian Mentzer, Eirikur Agustsson, Michael Tschannen, Radu Timofte, Luc Van Gool
arXiv_CV
arXiv_CV
Pose
Image_Compression
PDF
-
ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples
Xiaojun Jia, Xingxing Wei, Xiaochun Cao, Hassan Foroosh
arXiv_CV
arXiv_CV
Reconstruction
Adversarial
Pose
Image_Compression
CNN
PDF
-
Learned Neural Iterative Decoding for Lossy Image Compression Systems
Alexander G. Ororbia, Ankur Mali, Jian Wu, Scott O'Connell, David Miller, C. Lee Giles
arXiv_CV
arXiv_CV
Reconstruction
Pose
Image_Compression
PDF
-
Neural Image Compression for Gigapixel Histopathology Image Analysis
David Tellez, Geert Litjens, Jeroen van der Laak, Francesco Ciompi
arXiv_CV
arXiv_CV
Image_Compression
CNN
PDF
-
Humans are still the best lossy image compressors
Ashutosh Bhown, Soham Mukherjee, Sean Yang, Shubham Chandak, Irena Fischer-Hwang, Kedar Tatwawadi, Tsachy Weissman
arXiv_CV
arXiv_CV
Reconstruction
Survey
Image_Compression
PDF
-
Generative Adversarial Networks for Extreme Learned Image Compression
Eirikur Agustsson, Michael Tschannen, Fabian Mentzer, Radu Timofte, Luc Van Gool
arXiv_CV
arXiv_CV
Adversarial
Pose
GAN
Image_Compression
PDF
-
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction
Bolun Zheng, Yaowu Chen, Xiang Tian, Fan Zhou, Xuesong Liu
arXiv_CV
arXiv_CV
Quantization
Pose
Image_Compression
CNN
PDF
-
Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Neural Network Algorithm
Md. Abu Bakr Siddique, Mohammad Mahmudur Rahman Khan, Rezoana Bente Arif, Zahidun Ashrafi
arXiv_CV
arXiv_CV
Recognition
Speech
Detection
GAN
Image_Compression
Speech_Recognition
Prediction
PDF
-
Joint Autoregressive and Hierarchical Priors for Learned Image Compression
David Minnen, Johannes Ballé, George Toderici
arXiv_CV
arXiv_CV
Optimization
Knowledge
Deep_Learning
Image_Compression
PDF
-
Representing Images in 200 Bytes: Compression via Triangulation
David Marwood, Pascal Massimino, Michele Covell, Shumeet Baluja
arXiv_CV
arXiv_CV
Review
Pose
Image_Compression
PDF
-
CocoNet: A deep neural network for mapping pixel coordinates to color values
Paul Andrei Bricman, Radu Tudor Ionescu
arXiv_CV
arXiv_CV
Knowledge
Pose
Quantitative
Denoising
Image_Compression
PDF
-
Measuring Human Assessed Complexity in Synthetic Aperture Sonar Imagery Using the Elo Rating System
Brian Reinhardt, Isaac Gerg, Daniel Brown, Joonho Park
arXiv_CV
arXiv_CV
Recognition
Quantitative
Relation
Image_Compression
PDF
-
X-GANs: Image Reconstruction Made Easy for Extreme Cases
Longfei Liu, Sheng Li, Yisong Chen, Guoping Wang
arXiv_CV
arXiv_CV
Reconstruction
Inpainting
Restoration
Sparse
Adversarial
Pose
Face
Denoising
GAN
Image_Compression
PDF
-
Two-Layer Lossless HDR Coding using Histogram Packing Technique with Backward Compatibility to JPEG
Osamu Watanabe, Hiroyuki Kobayashi, Hitoshi Kiya
arXiv_CV
arXiv_CV
Sparse
Pose
Image_Compression
PDF
-
Mixed-Resolution Image Representation and Compression with Convolutional Neural Networks
Lijun Zhao, Huihui Bai, Feng Li, Anhong Wang, Yao Zhao
arXiv_CV
arXiv_CV
Image_Caption
Quantization
Pose
Image_Compression
CNN
PDF
-
Image Compression Based on Compressive Sensing: End-to-End Comparison with JPEG
Xin Yuan, Raziel Haimi-Cohen
arXiv_CV
arXiv_CV
Reconstruction
Quantization
Pose
Compressive_Sensing
Image_Compression
PDF
-
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression
Mohammad Akbari, Jie Liang, Jingning Han
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Semantic_Segmentation
Enhancement
Pose
Deep_Learning
Image_Compression
PDF
-
Learning a Single Tucker Decomposition Network for Lossy Image Compression with Multiple Bits-Per-Pixel Rates
Jianrui Cai, Zisheng Cao, Lei Zhang
arXiv_CV
arXiv_CV
Image_Caption
Quantization
Pose
Image_Compression
CNN
PDF
-
Enlarging Context with Low Cost: Efficient Arithmetic Coding with Trimmed Convolution
Mu Li, Shuhang Gu, David Zhang, Wangmeng Zuo
arXiv_CV
arXiv_CV
3D
Pose
Image_Compression
CNN
Prediction
PDF
-
Virtual Codec Supervised Re-Sampling Network for Image Compression
Lijun Zhao, Huihui Bai, Anhong Wang, Yao Zhao
arXiv_CV
arXiv_CV
Quantization
Pose
Image_Compression
PDF
-
Vector Quantization using the Improved Differential Evolution Algorithm for Image Compression
Sayan Nag
arXiv_CV
arXiv_CV
Quantization
Optimization
Pose
Image_Compression
PDF