Image_Compression

2021-10-10 Operationalizing Convolutional Neural Network Architectures for Prohibited Object Detection in X-Ray Imagery Thomas W. Webb, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon arXiv_AI arXiv_AI Detection Object_Detection Image_Compression CNN Inference PDF
2021-10-08 Quantum pixel representations and compression for $N$-dimensional images Mercy G. Amankwah, Daan Camps, E. Wes Bethel, Roel Van Beeumen, Talita Perciano arXiv_CV arXiv_CV Pose Image_Compression PDF
2021-10-06 Learning Sparse Masks for Diffusion-based Image Inpainting Tobias Alt, Pascal Peter, Joachim Weickert arXiv_CV arXiv_CV Reconstruction Inpainting Sparse Image_Compression PDF
2021-09-30 HLIC: Harmonizing Optimization Metrics in Learned Image Compression by Reinforcement Learning Baocheng Sun, Meng Gu, Dailan He, Tongda Xu, Yan Wang, Hongwei Qin arXiv_CV arXiv_CV Reinforcement_Learning Optimization Knowledge Pose Image_Compression PDF
2021-09-30 End-to-End Image Compression with Probabilistic Decoding Haichuan Ma, Dong Liu, Cunhui Dong, Li Li, Feng Wu arXiv_CV arXiv_CV Reconstruction Pose Image_Compression PDF
2021-09-20 Interpolation variable rate image compression Zhenhong Sun, Zhiyu Tan, Xiuyu Sun, Fangyi Zhang, Yichen Qian, Dongyang Li, Hao Li arXiv_CV arXiv_CV Pose Attention Image_Compression PDF
2021-09-18 iWave3D: End-to-end Brain Image Compression with Trainable 3-D Wavelet Transform Dongmei Xue, Haichuan Ma, Li Li, Dong Liu, Zhiwei Xiong arXiv_CV arXiv_CV 3D Pose Image_Compression CNN PDF
2021-09-05 Image Compression with Recurrent Neural Network and Generalized Divisive Normalization Khawar Islam, L. Minh Dang, Sujin Lee, Hyeonjoon Moon arXiv_CV arXiv_CV Reconstruction Quantization RNN Pose Deep_Learning Attention Image_Compression PDF
2021-08-24 Lossy Medical Image Compression using Residual Learning-based Dual Autoencoder Model Dipti Mishra, Satish Kumar Singh, Rajat Kumar Singh arXiv_AI arXiv_AI Pose Image_Compression Medical PDF
2021-08-24 Lossless Image Compression Using a Multi-Scale Progressive Statistical Model Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Nannan Zou, Emre Aksu, Miska M. Hannuksela arXiv_CV arXiv_CV Pose Deep_Learning Image_Compression Inference PDF
2021-08-23 Learned Image Coding for Machines: A Content-Adaptive Approach Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi-Youvalari, Hamed Rezazadegan Tavakoli, Esa Rahtu arXiv_CV arXiv_CV Pose Image_Compression Inference PDF
2021-08-21 Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform Myungseo Song, Jinyoung Choi, Bohyung Han arXiv_CV arXiv_CV Pose Classification Image_Compression Image_Classification PDF
2021-08-21 Supervised Compression for Resource-constrained Edge Computing Systems Yoshitomo Matsubara, Ruihan Yang, Marco Levorato, Stephan Mandt arXiv_CV arXiv_CV Knowledge Deep_Learning Image_Compression Medical Drone PDF
2021-08-18 Singular Value Decomposition of Images from Scanned Photographic Plates Vasil Kolev, Katya Tsvetkova, Milcho Tsvetkov arXiv_CV arXiv_CV Image_Compression PDF
2021-08-18 Compressed sensing of astronomical images:orthogonal wavelets domains Vasil Kolev arXiv_CV arXiv_CV Image_Compression PDF
2021-08-11 Towards Top-Down Just Noticeable Difference Estimation of Natural Images Qiuping Jiang, Zhentao Liu, Shiqi Wang, Feng Shao, Weisi Lin arXiv_CV arXiv_CV Reconstruction Pose Action Image_Compression PDF
2021-08-08 Enhanced Invertible Encoding for Learned Image Compression Yueqi Xie, Ka Leong Cheng, Qifeng Chen arXiv_CV arXiv_CV Pose Deep_Learning Image_Compression PDF
2021-07-19 OSLO: On-the-Sphere Learning for Omnidirectional images and its application to 360-degree image compression Navid Mahmoudian Bidgoli, Roberto G. de A. Azevedo, Thomas Maugey, Aline Roumy, Pascal Frossard arXiv_CV arXiv_CV Pose Deep_Learning Image_Compression CNN PDF
2021-07-19 Quality and Complexity Assessment of Learning-Based Image Compression Solutions João Dick, Brunno Abreu, Mateus Grellert, Sergio Bampi arXiv_CV arXiv_CV Image_Compression PDF
2021-07-18 ANFIC: Image Compression Using Augmented Normalizing Flows Yung-Han Ho, Chih-Chun Chan, Wen-Hsiao Peng, Hsueh-Ming Hang, Marek Domanski arXiv_CV arXiv_CV Image_Compression PDF
2021-07-14 Learned Image Compression with Discretized Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules Haisheng Fu, Feng Liang, Jianping Lin, Bing Li, Mohammad Akbari, Jie Liang, Guohe Zhang, Dong Liu, Chengjie Tu, Jingning Han arXiv_CV arXiv_CV Pose Deep_Learning Image_Compression PDF
2021-07-08 Optimizing Data Processing in Space for Object Detection in Satellite Imagery Martina Lofqvist, José Cano arXiv_CV arXiv_CV Detection Object_Detection Image_Compression CNN PDF
2021-07-07 Pragmatic Image Compression for Human-in-the-Loop Decision-Making Siddharth Reddy, Anca D. Dragan, Sergey Levine arXiv_CV arXiv_CV Handwriting Face Action Image_Compression PDF
2021-07-01 Intrinsic Image Transfer for Illumination Manipulation Junqing Huang, Michael Ruzhansky, Qianying Zhang, Haihui Wang arXiv_CV arXiv_CV Enhancement Optimization Knowledge Image_Enhancement Face Image_Compression PDF
2021-06-29 SALYPATH: A Deep-Based Architecture for visual attention prediction Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani, Rachid Harba arXiv_CV arXiv_CV Recognition Salient Pose Attention Image_Compression Caption Prediction PDF
2021-06-25 Comparison of Lossless Image Formats David Barina arXiv_CV arXiv_CV Image_Compression PDF
2021-06-24 Rate Distortion Characteristic Modeling for Neural Image Compression Chuanmin Jia, Ziqing Ge, Shanshe Wang, Siwei Ma, Wen Gao arXiv_CV arXiv_CV Optimization Pose Relation GAN Image_Compression PDF
2021-06-22 Learning-Based Practical Light Field Image Compression Using A Disparity-Aware Model Mohana Singh, Renu M. Rameshan arXiv_CV arXiv_CV Pose Attention Image_Compression PDF
2021-06-19 Reversible Colour Density Compression of Images using cGANs Arun Jose, Abraham Francis arXiv_CV arXiv_CV Adversarial GAN Image_Compression PDF
2021-06-02 DeepCompress: Efficient Point Cloud Geometry Compression Ryan Killea, Yun Li, Saeed Bastani, Paul McLachlan arXiv_CV arXiv_CV Point_Cloud 3D Pose Deep_Learning Detection Object_Detection Image_Compression CNN Autonomous PDF
2021-05-26 CBANet: Towards Complexity and Bitrate Adaptive Deep Image Compression using a Single Network Jinyang Guo, Dong Xu, Guo Lu arXiv_CV arXiv_CV Pose Image_Compression PDF
2021-05-25 Self-Organized Variational Autoencoders for Learned Image Compression M. Akın Yılmaz, Onur Keleş, Hilal Güven, A. Murat Tekalp, Junaid Malik, Serkan Kıranyaz arXiv_CV arXiv_CV Pose GAN Image_Compression CNN PDF
2021-05-25 Exploring Autoencoder-Based Error-Bounded Compression for Scientific Data Jinyang Liu, Sheng Di, Kai Zhao, Sian Jin, Dingwen Tao, Xin Liang, Zizhong Chen, Franck Cappello arXiv_AI arXiv_AI Pose Image_Compression CNN PDF
2021-05-16 Substitutional Neural Image Compression Xiao Wang, Wei Jiang, Wei Wang, Shan Liu, Brian Kulis, Peter Chin arXiv_AI arXiv_AI Image_Compression PDF
2021-05-07 Neural 3D Scene Compression via Model Compression Berivan Isik arXiv_CV arXiv_CV 3D Image_Compression PDF
2021-04-20 M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection Junke Wang, Zuxuan Wu, Jingjing Chen, Yu-Gang Jiang arXiv_CV arXiv_CV Transformer Recognition Pose Face Detection Image_Compression Prediction PDF
2021-04-19 DANICE: Domain adaptation without forgetting in neural image compression Sudeep Katakol, Luis Herranz, Fei Yang, Marta Mrak arXiv_CV arXiv_CV Pose Image_Compression PDF
2021-04-16 Learning-based Compression for Material and Texture Recognition Yingpeng Deng, Lina J. Karam arXiv_CV arXiv_CV Recognition Classification Image_Compression PDF
2021-04-13 Spatiotemporal Entropy Model is All You Need for Learned Video Compression Zhenhong Sun, Zhiyu Tan, Xiuyu Sun, Fangyi Zhang, Dongyang Li, Yichen Qian, Hao Li arXiv_CV arXiv_CV Reconstruction Pose Attention Image_Compression Prediction PDF
2021-04-11 Edge-Aware Image Compression using Deep Learning-based Super-resolution Network Dipti Mishra, Satish Kumar Singh, Rajat Kumar Singh, Krishna Preetham arXiv_CV arXiv_CV Super_Resolution Pose Deep_Learning Image_Compression CNN PDF
2021-04-06 A Decade of Research for Image Compression In Multimedia Laboratory Shahrokh Paravarzar, Javaneh Alavi arXiv_CV arXiv_CV 3D Image_Compression PDF
2021-03-31 Learning Scalable $ell_infty$-constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression Yuanchao Bai, Xianming Liu, Wangmeng Zuo, Yaowei Wang, Xiangyang Ji arXiv_CV arXiv_CV Reconstruction Optimization Pose Image_Compression Inference PDF
2021-03-29 Slimmable Compressive Autoencoders for Practical Neural Image Compression Fei Yang, Luis Herranz, Yongmei Cheng, Mikhail G. Mozerov arXiv_CV arXiv_CV Pose Image_Compression PDF
2021-03-29 Attention-guided Image Compression by Deep Reconstruction of Compressive Sensed Saliency Skeleton Xi Zhang, Xiaolin Wu arXiv_CV arXiv_CV Reconstruction Sketch Salient Pose Deep_Learning Compressive_Sensing Attention Image_Compression PDF
2021-03-29 Checkerboard Context Model for Efficient Learned Image Compression Dailan He, Yaoyan Zheng, Baocheng Sun, Yan Wang, Hongwei Qin arXiv_CV arXiv_CV Knowledge Pose GAN Image_Compression PDF
2021-03-28 Improved Autoregressive Modeling with Distribution Smoothing Chenlin Meng, Jiaming Song, Yang Song, Shengjia Zhao, Stefano Ermon arXiv_CV arXiv_CV Adversarial Image_Compression PDF
2021-03-12 Thousand to One: Semantic Prior Modeling for Conceptual Coding Jianhui Chang, Zhenghui Zhao, Lingbo Yang, Chuanmin Jia, Jian Zhang, Siwei Ma arXiv_CV arXiv_CV Reconstruction Segmentation Semantic_Segmentation Pose Relation Image_Compression PDF
2021-03-06 End-to-end optimized image compression for multiple machine tasks Lahiru D. Chamain, Fabien Racapé, Jean Bégaint, Akshay Pushparaja, Simon Feltman arXiv_AI arXiv_AI Segmentation Pose Classification Detection Object_Detection Image_Compression Image_Classification PDF
2021-03-05 Generating Images with Sparse Representations Charlie Nash, Jacob Menick, Sander Dieleman, Peter W. Battaglia arXiv_CV arXiv_CV Transformer Image_Generation Super_Resolution Sparse Pose Image_Compression PDF
2021-03-05 Effects of Image Compression on Face Image Manipulation Detection: A Case Study on Facial Retouching Christian Rathgeb, Kevin Bernardo, Nathania E. Haryanto, Christoph Busch arXiv_CV arXiv_CV Pose Face Detection Image_Compression PDF
2021-03-04 A Cross Channel Context Model for Latents in Deep Image Compression Changyue Ma, Zhao Wang, Ruling Liao, Yan Ye arXiv_CV arXiv_CV Pose Relation Image_Compression PDF
2021-03-03 COIN: COmpression with Implicit Neural representations Emilien Dupont, Adam Goliński, Milad Alizadeh, Yee Whye Teh, Arnaud Doucet arXiv_CV arXiv_CV Pose Image_Compression PDF
2021-03-01 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
2021-02-13 Discrete Cosine Transform in JPEG Compression Jacob John arXiv_CV arXiv_CV Image_Compression PDF
2021-02-04 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
2021-01-24 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
2020-12-31 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
2020-12-19 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
2020-12-17 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
2020-12-14 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
2020-12-11 Soft Compression for Lossless Image Coding Gangtao Xin, Pingyi Fan arXiv_AI arXiv_AI Pose Image_Compression PDF
2020-12-08 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
2020-12-03 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
2020-11-19 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
2020-11-10 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
2020-10-16 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
2020-10-08 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
2020-10-06 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
2020-09-30 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
2020-09-27 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
2020-09-21 Extreme compression of grayscale images Franklin Mendivil, Örjan Stenflo arXiv_CV arXiv_CV Image_Compression PDF
2020-09-14 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
2020-08-24 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
2020-08-24 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
2020-08-06 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
2020-07-31 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
2020-07-29 Deep Image Compression using Decoder Side Information Sharon Ayzik, Shai Avidan arXiv_CV arXiv_CV Relation Image_Compression PDF
2020-07-28 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
2020-07-26 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
2020-07-21 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
2020-07-19 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
2020-07-17 Channel-wise Autoregressive Entropy Models for Learned Image Compression David Minnen, Saurabh Singh arXiv_CV arXiv_CV Enhancement Image_Compression Prediction PDF
2020-07-15 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
2020-07-07 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
2020-07-03 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
2020-06-30 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
2020-06-22 Locally Masked Convolution for Autoregressive Models Ajay Jain, Pieter Abbeel, Deepak Pathak arXiv_CV arXiv_CV Detection Image_Compression CNN PDF
2020-06-22 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
2020-06-19 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
2020-06-19 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
2020-06-18 Fourth-Order Anisotropic Diffusion for Inpainting and Image Compression Ikram Jumakulyyev, Thomas Schultz arXiv_CV arXiv_CV Reconstruction Inpainting Image_Compression Medical PDF
2020-06-17 High-Fidelity Generative Image Compression Fabian Mentzer, George Toderici, Michael Tschannen, Eirikur Agustsson arXiv_CV arXiv_CV Reconstruction Adversarial Quantitative GAN Image_Compression PDF
2020-06-08 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
2020-06-03 Variational Quantum Singular Value Decomposition Xin Wang, Zhixin Song, Youle Wang arXiv_AI arXiv_AI Pose Image_Compression Recommendation PDF
2020-05-24 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
2020-05-10 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
2020-04-22 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
2020-04-21 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
2020-04-17 Quantization Guided JPEG Artifact Correction Max Ehrlich, Ser-Nam Lim, Larry Davis, Abhinav Shrivastava arXiv_CV arXiv_CV Quantization Image_Compression PDF
2020-04-15 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
2020-04-08 Variable Rate Video Compression using a Hybrid Recurrent Convolutional Learning Framework Aishwarya Jadhav arXiv_CV arXiv_CV Pose Relation Image_Compression CNN Prediction PDF
2020-04-08 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
2020-04-06 Lossless Image Compression through Super-Resolution Sheng Cao, Chao-Yuan Wu, Philipp Krähenbühl arXiv_CV arXiv_CV Super_Resolution Image_Compression PDF
2020-03-27 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
2020-03-23 Learning Better Lossless Compression Using Lossy Compression Fabian Mentzer, Luc Van Gool, Michael Tschannen arXiv_CV arXiv_CV Reconstruction Pose Image_Compression CNN PDF
2020-03-18 Object-Based Image Coding: A Learning-Driven Revisit Qi Xia, Haojie Liu, Zhan Ma arXiv_CV arXiv_CV Reconstruction Segmentation Pose Image_Compression PDF
2020-03-17 Learning to Structure an Image with Few Colors Yunzhong Hou, Liang Zheng, Stephen Gould arXiv_CV arXiv_CV Quantization Pose Classification Image_Compression PDF
2020-03-13 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
2020-03-05 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
2020-03-04 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
2020-03-04 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
2020-02-24 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
2020-02-19 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
2020-02-18 Variable-Bitrate Neural Compression via Bayesian Arithmetic Coding Yibo Yang, Robert Bamler, Stephan Mandt arXiv_CV arXiv_CV Embedding Pose Image_Compression PDF
2020-02-17 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
2020-02-12 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
2020-02-11 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
2020-02-10 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
2020-02-10 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
2020-01-18 A GAN-based Tunable Image Compression System Lirong Wu, Kejie Huang, Haibin Shen arXiv_CV arXiv_CV Adversarial Pose GAN Image_Compression PDF
2019-12-11 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
2019-12-11 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
2019-12-11 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
2019-11-20 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
2019-11-01 Deep Generative Video Compression Jun Han, Salvator Lombardo, Christopher Schroers, Stephan Mandt arXiv_CV arXiv_CV Pose Image_Compression Prediction PDF
2019-10-19 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
2019-10-16 Parallel Wavelet Schemes for Images David Barina, Michal Kula, Pavel Zemcik arXiv_CV arXiv_CV Pose Image_Compression PDF
2019-10-08 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
2019-09-25 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
2019-09-23 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
2019-09-22 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
2019-09-11 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
2019-09-09 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
2019-08-09 DSIC: Deep Stereo Image Compression Jerry Liu, Shenlong Wang, Raquel Urtasun arXiv_CV arXiv_CV Image_Compression PDF
2019-08-09 Human Perceptual Evaluations for Image Compression Yash Patel, Srikar Appalaraju, R. Manmatha arXiv_CV arXiv_CV Deep_Learning Image_Compression PDF
2019-07-29 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
2019-07-18 Deep Perceptual Compression Yash Patel, Srikar Appalaraju, R. Manmatha arXiv_CV arXiv_CV Pose Detection Image_Compression PDF
2019-07-08 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
2019-07-05 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
2019-07-03 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
2019-07-02 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
2019-06-24 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
2019-06-11 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
2019-06-04 Towards Lossless Encoding of Sentences Gabriele Prato, Mathieu Duchesneau, Sarath Chandar, Alain Tapp arXiv_CL arXiv_CL Embedding Pose Sentiment Attention Image_Compression PDF
2019-05-27 Attention Based Image Compression Post-Processing Convolutional Neural Network Yuyang Xue, Jiannan Su arXiv_CV arXiv_CV Pose Attention Image_Compression CNN PDF
2019-05-23 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
2019-05-09 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
2019-04-28 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
2019-04-25 JPEG XT Image Compression with Hue Compensation for Two-Layer HDR Coding Hiroyuki Kobayashi, Hitoshi Kiya arXiv_CV arXiv_CV Pose Image_Compression PDF
2019-04-22 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
2019-04-18 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
2019-04-16 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
2019-04-09 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
2019-04-07 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
2019-04-05 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
2019-04-01 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
2019-03-23 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
2019-03-14 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
2019-02-28 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
2019-02-20 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
2019-02-12 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
2019-01-30 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
2019-01-27 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
2019-01-24 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
2019-01-23 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
2019-01-22 CAE-P: Compressive Autoencoder with Pruning Based on ADMM Haimeng Zhao arXiv_CV arXiv_CV NAS Pose Face Image_Compression PDF
2019-01-18 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
2019-01-17 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
2018-12-25 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
2018-12-25 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
2018-11-30 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
2018-11-30 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
2018-11-10 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
2018-11-07 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
2018-10-25 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
2018-10-23 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
2018-10-18 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
2018-09-17 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
2018-09-08 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
2018-09-07 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
2018-08-31 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
2018-08-15 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
2018-08-06 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
2018-08-02 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
2018-08-01 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
2018-07-28 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
2018-07-11 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
2018-07-10 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
2018-07-03 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
2018-06-22 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
2017-10-15 Vector Quantization using the Improved Differential Evolution Algorithm for Image Compression Sayan Nag arXiv_CV arXiv_CV Quantization Optimization Pose Image_Compression PDF

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