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2023

Image Processing: Algorithms and Systems XXI, San Francisco, CA, USA, January 15-19, 2023Society for Imaging Science and Technology, 2023. [doi]

ILIAC: Efficient classification of degraded images using knowledge distillation with cutout data augmentationDinesh Daultani, Masayuki Tanaka 0001, Masatoshi Okutomi, Kazuki Endo. ipas 2023: 1-6 [doi]

Deploying machine learning based segmentation for scientific imaging analysis at synchrotron facilitiesGuanhua Hao, Eric J. Roberts, Tanny Chavez, Zhuowen Zhao, Elizabeth Holman, Howard Yanxon, Adam Green, Harinarayan Krishnan, Daniela Ushizima, Dylan McReynolds, Nicholas Schwarz, Petrus H. Zwart, Alexander Hexemer, Dilworth Parkinson. ipas 2023: 1-5 [doi]

Crowd counting using deep learning based head detectionMaryam Hassan, Farhan Hussain, Sultan Daud Khan, Mohib Ullah, Muhammad Mudassar Yamin, Habib Ullah. ipas 2023: 293-1 [doi]

Detection of object throwing behavior in surveillance videosIvo P. C. Kersten, Erkut Akdag, Egor Bondarev, Peter H. N. de With. ipas 2023: 1-9 [doi]

Deep learning based speech emotion recognition for Parkinson patientHabib Khan, Mohib Ullah, Fadi Al Machot, Faouzi Alaya Cheikh, Muhammad Sajjad. ipas 2023: 298-1 [doi]

Facial expression recognition using visual transformer with histogram of oriented gradientsJieun Kim, Ju O. Kim, Seungwan Je, Deokwoo Lee. ipas 2023: 1-4 [doi]

Evaluating active learning for blind imbalanced domainsHiroshi Kuwajima, Masayuki Tanaka 0001, Masatoshi Okutomi. ipas 2023: 1-8 [doi]

AInBody: Are you in shape? - An integrated deep learning model that tracks your body measurementNakyung Lee, Youngsun Cho, Minseong Son, Sungkeun Kwak, Jihwan Woo. ipas 2023: 1-6 [doi]

Hybrid diffractive optics (DOE & refractive lens) for broadband EDoF imagingSeyyedReza MiriRostami, Samuel Pinilla, Igor Shevkunov, Vladimir Katkovnik, Karen O. Egiazarian. ipas 2023: 1-14 [doi]

Blind denoising of dental X-ray imagesMykola Ponomarenko, Oleksandr Miroshnichenko, Vladimir V. Lukin, Sergey S. Krivenko, Karen O. Egiazarian. ipas 2023: 1-6 [doi]

Face expression understanding by geometrical characterization of deep human face representationAdrien Raison, Théo Biardeau, Pascal Bourdon, David Helbert. ipas 2023: 1-6 [doi]

ORCA: An end-to-end video object removal framework with cropping interested region and quality assessmentMinseong Son, Hansol Lee, Sungkeun Kwak, Jihwan Woo. ipas 2023: 1-6 [doi]

Automatic estimation of mucosal waves lateral peak sharpness - Modern approachAles Zita, Simon Gresko, Adam Novozámský, Michal Sorel, Barbara Zitová, Jan G. Svec, Jitka Vydrová. ipas 2023: 1-5 [doi]

2022

Image Processing: Algorithms and Systems XX Conference Overview and Papers Programipas 2022: [doi]

Deep learning based udder classification for cattle traits analysisHina Afridi, Mohib Ullah, Øyvind Nordbø, Faouzi Alaya Cheikh. ipas 2022: 1-6 [doi]

Image Processing: Algorithms and Systems XX, online, January 15-26, 2022Sos S. Agaian, Karen O. Egiazarian, Atanas P. Gotchev, editors, Society for Imaging Science and Technology, 2022. [doi]

Face detection and recognition in organic video: A comparative study for sport celebrities databaseYigit Oguzhan Akbay, Mihai Mitrea. ipas 2022: 1-6 [doi]

Deep reinforcement learning approach to predict head movement in 360° videosTanmay Ambadkar, Pramit Mazumdar. ipas 2022: 1-5 [doi]

Accuracy evaluation of methods for pose estimation from fiducial markersUgurcan Budak, Olli Suominen, Atanas P. Gotchev, Emilio Ruiz Morales. ipas 2022: 1-6 [doi]

A frame level rate allocation algorithm based on temporal dependency model for AV1Cheng Chen, Jingning Han, Paul Wilkins, Yaowu Xu. ipas 2022: 1-5 [doi]

Rapid circle detection through fusion of summative statistics of edge componentsScott A. Craver, Pheona Angoy. ipas 2022: 1-5 [doi]

Exploring Effects of Colour and Image Quality in Semantic Segmentation by Deep Learning MethodsKanjar de. ipas 2023: 1-10 [doi]

Training decision trees to guide feature selection for infrared image pre-screening algorithmsDawne M. Deaver, Nader Namazi. ipas 2022: 1-6 [doi]

On properties of visual quality metrics in remote sensing applicationsOleg Ieremeiev, Vladimir V. Lukin, Krzysztof Okarma, Karen O. Egiazarian, Benoît Vozel. ipas 2022: 1-6 [doi]

Class specific biased extrapolation of images in latent space for imbalanced image classificationSuhyeon Jeong, Seungkyu Lee. ipas 2022: 1-5 [doi]

Computer vision-based classification of schizophrenia patients from retinal imageryDiana Joseph, Adriann Lai, Steven M. Silverstein, Rajeev S. Ramchandran, Edgar A. Bernal. ipas 2022: 1-6 [doi]

Hair color digitization through imaging and deep inverse graphicsRobin Kips, Panagiotis-Alexandros Bokaris, Matthieu Perrot, Pietro Gori, Isabelle Bloch. ipas 2022: 1-5 [doi]

Machine Learning with Blind Imbalanced DomainsHiroshi Kuwajima, Masayuki Tanaka 0001, Masatoshi Okutomi. ipas 2022: 1-6 [doi]

Expert training: Enhancing AI resilience to image coding artifactsAlban Marie, Karol Desnos, Luce Morin, Lu Zhang 0037. ipas 2022: 1-6 [doi]

Real-time defect detection and classification on wood surfaces using deep learningMazhar Mohsin, Oluwafemi Samson Balogun, Keijo Haataja, Pekka J. Toivanen. ipas 2022: 1-6 [doi]

Volumetric segmentation for integral microscopy with Fourier plane recordingSergio Moreschini, Robert Bregovic, Atanas P. Gotchev. ipas 2022: 1-6 [doi]

Contrast enhancement: Cross-modal learning approach for medical imagesRabia Naseem, Akib Jayed Islam, Faouzi Alaya Cheikh, Azeddine Beghdadi. ipas 2022: 1-6 [doi]

Optimal parameters selection of the Frost filter based on despeckling efficiency prediction for Sentinel SAR imagesOleksii S. Rubel, Andrii S. Rubel, Vladimir V. Lukin, Karen O. Egiazarian. ipas 2022: 1-6 [doi]

Simulation-based virtual reality training for firefightersMohamed Saifeddine Hadj Sassi, Federica Battisti, Marco Carli. ipas 2022: 1-5 [doi]

Alignment and fusion of visible and infrared images based on gradient-domain processingAyaka Tanihata, Masayuki Tanaka 0001, Masatoshi Okutomi. ipas 2022: 1-5 [doi]

2021

Image Processing: Algorithms and Systems XIX, Virtual Event, 11-28 January 2021Sos S. Agaian, Karen O. Egiazarian, Atanas P. Gotchev, editors, Ingenta, 2021. [doi]

Projection methods for finding intersection of two convex sets and their use in signal processing problemsZuzana Bílková, Michal Sorel. ipas 2021: [doi]

FPGA-based Fast Algorithm of Correcting Saturated Pixel in ImageJun Fu, Chuanli Xiao, Jingyi Huang, Wenxue Peng, Xinpei Wang, Zhen Xu, Yanheng Wang, Min Liu, Xuanqin Mou. ipas 2021: [doi]

Virtual Adversarial Training in Feature Space to Improve Unsupervised Video Domain AdaptationArtjoms Gorpincenko, Geoffrey French, Michal Mackiewicz. ipas 2021: [doi]

HEVC Rate-Distortion Optimization with Source ModelingAhmed M. Hamza, Mohamed Abdelazim, Abdelrahman Abdelazim, Djamel Ait-Boudaoud. ipas 2021: [doi]

A Polar Coordinate Perspective on Motion Search in Video CodingJingning Han, Paul Wilkins, Yaowu Xu. ipas 2021: [doi]

Real-Time Vehicle Orientation Classification and Viewpoint-Aware Vehicle Re-IdentificationOliver Tamas Kocsis, Tunç Alkanat, Egor Bondarev, Peter H. N. de With. ipas 2021: [doi]

Text Recognition of Cardboard Pharmaceutical Packages by Utilizing Machine VisionJarmo Koponen, Keijo Haataja, Pekka Toivanen. ipas 2021: [doi]

Benchmark of Similar Blocks Search under Noisy ConditionsOleksii S. Rubel, Rostyslav Tsekhmystro, Vladimir Lukin, Karen O. Egiazarian. ipas 2021: [doi]

Decision-making on image denoising expedienceAndrii Rubel, Oleksii S. Rubel, Vladimir Lukin, Karen O. Egiazarian. ipas 2021: [doi]

Does End-to-End Trained Deep Model Always Perform Better than Non-End-to-End Counterpart?Ikuro Sato, Guoqing Liu, Kohta Ishikawa, Teppei Suzuki, Masayuki Tanaka. ipas 2021: [doi]

Graph Adversarial Learning for Noisy Skeleton-based Action RecognitionHenglin Shi, Wei Peng, Xin Liu, Guoying Zhao. ipas 2021: [doi]

Deep Learning Features for Discriminating Between Benign and Malignant Microcalcification LesionsJuan Wang, Liang Lei, Yongyi Yang. ipas 2021: [doi]

Breast Cancer Tissue Sub-Region Classification from Second Harmonic Generation Imagery via Machine LearningWencheng Wu, Beilei Xu, Edgar A. Bernal, Robert L. Hill, Danielle Desa, Edward B. Brown. ipas 2021: [doi]

2020

Image Processing: Algorithms and Systems XVIII, Burlingame, CA, USA, 26-30 January 2020Sos S. Agaian, Karen O. Egiazarian, Atanas P. Gotchev, editors, Ingenta, 2020. [doi]

CNN-based Classification of Degraded ImagesKazuki Endo, Masayuki Tanaka 0001, Masatoshi Okutomi. ipas 2020: [doi]

Image Debanding Using Iterative Adaptive Sparse FilteringNeeraj J. Gadgil, Qing Song 0005, Guan-Ming Su. ipas 2020: [doi]

OEC-cnn: a simple method for over-exposure correction in photographsZhao Gao, Eran A. Edirisinghe, Slava Chesnokov. ipas 2020: [doi]

Computational Color Constancy under Multiple Light SourcesJaeduk Han, Soonyoung Hong, Moon Gi Kang. ipas 2020: [doi]

Multiscale Convolutional Descriptor Aggregation for Visual Place RecognitionRaffaele Imbriaco, Egor Bondarev, Peter H. N. de With. ipas 2020: [doi]

Pathology image-based lung cancer subtyping using deeplearning features and cell-density mapsMustafa I. Jaber, Christopher W. Szeto, Bing Song, Liudmila Beziaeva, Stephen C. Benz, Patrick Soon-Shiong, Shahrooz Rabizadeh. ipas 2020: [doi]

Color Interpolation Algorithm for a Periodic White-Dominant RGBW Color Filter ArrayKyeonghoon Jeong, Jonghyun Kim, Moon Gi Kang. ipas 2020: [doi]

Hyperspectral complex-domain image denoising: cube complex-domain BM3D (CCDBM3D) algorithmVladimir Katkovnik, Mykola Ponomarenko, Karen O. Egiazarian, Igor Shevkunov, Peter Kocsis. ipas 2020: [doi]

Non-Blind Image Deconvolution Based on "Ringing" Removal Using Convolutional Neural NetworkTakahiro Kudo, Takanori Fujisawa, Takuro Yamaguchi, Masaaki Ikehara. ipas 2020: [doi]

Introducing Scene Understanding to Person Re-Identification using a Spatio-Temporal Multi-Camera ModelXin Liu, Herman G. J. Groot, Egor Bondarev, Peter H. N. de With. ipas 2020: [doi]

Real-world fence removal from a single-image via deep neural networkTakuro Matsui, Takuro Yamaguchi, Masaaki Iheara. ipas 2020: [doi]

CNN performance dependence on linear image processingKhalid Omer, Luca Caucci, Meredith Kupinski. ipas 2020: [doi]

Two-Step Cascading Algorithm for Camera-based Night Fire DetectionMinji Park, Donghyun Son, ByoungChul Ko. ipas 2020: [doi]

An expandable image database for evaluation of full-reference image visual quality metricsMykola Ponomarenko, Oleg Ieremeiev, Vladimir Lukin, Karen O. Egiazarian. ipas 2020: [doi]

Per Clip Lagrangian Multiplier Optimisation for HEVCDaniel J. Ringis, François Pitié, Anil C. Kokaram. ipas 2020: [doi]

A Deep Learning-Based Approach for Defect Detection and Removing on Archival PhotosRoman A. Sizyakin, Viacheslav V. Voronin, N. Gapon, Alexander A. Zelensky, Aleksandra Pizurica. ipas 2020: [doi]

Fractional Contrast Stretching for Image Enhancement of Aerial and Satellite ImagesThaweesak Trongtirakul, Werapon Chiracharit, Susan Imberman, Sos S. Agaian. ipas 2020: [doi]

Color Restoration of Multispectral Images: Near-Infrared (NIR) filter-to-Color (RGB) imageThaweesak Trongtirakul, Werapon Chiracharit, Sos S. Agaian. ipas 2020: [doi]

Generative Adversarial Networks: A Short ReviewHabib Ullah, Sultan Daud Khan, Mohib Ullah, Maqsood Mahmud, Faouzi Alaya Cheikh. ipas 2020: [doi]

An active contour model for medical image segmentation using a quaternion frameworkViacheslav V. Voronin, Marina Zhdanova, Evgeny A. Semenishchev, Alexander A. Zelensky, Sos S. Agaian. ipas 2020: [doi]

Adaptive Context Encoding Module for Semantic SegmentationCongcong Wang, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jakob Elle. ipas 2020: [doi]

A novel image recognition approach using multiscale saliency model and GoogLeNetGuoan Yang, Libo Jian, Zhengzhi Lu, Junjie Yang, Deyang Liu. ipas 2020: [doi]

Edge Detection Using the Bhattacharyya Distance with Adjustable Block SpaceJiho Yoon, Chulhee Lee. ipas 2020: [doi]

Improving 3D Medical Image Compression Efficiency Using Spatiotemporal CoherenceMatina Ch. Zerva, Michalis Vrigkas, Lisimachos P. Kondi, Christophoros Nikou. ipas 2020: [doi]

2019

Image Processing: Algorithms and Systems XVII, Burlingame, CA, USA, 13-17 January 2019Sos S. Agaian, Karen O. Egiazarian, Atanas P. Gotchev, editors, Ingenta, 2019. [doi]

Evaluating the effectiveness of image quality metrics in a light field scenarioGiuliano Arru, Federica Battisti, Marco Carli. ipas 2019: [doi]

Depth-based saliency estimation for omnidirectional imagesFederica Battisti, Marco Carli. ipas 2019: [doi]

Enhanced guided image filter using trilateral kernel for disparity error correctionYong Jun Chang, Yo-Sung Ho. ipas 2019: [doi]

Gradient management and algebraic reconstruction for single image super resolutionLeandro Morera Delfin, Mx Raul Pinto Elias, Humberto de Jesús Ochoa Domínguez. ipas 2019: [doi]

Image stitching by creating a virtual depthAhmed H. Eid, Brian E. Cooper, Tomasz J. Cholewo. ipas 2019: [doi]

Modeling lens optics and rendering virtual views from fisheye imageryFilipe Gama, Mihail Georgiev, Atanas P. Gotchev. ipas 2019: [doi]

Parameter optimization in H.265 rate-distortion by single frame semantic scene analysisAhmed M. Hamza, Abdelrahman Abdelazim, Djamel Ait-Boudaoud. ipas 2019: [doi]

Combined no-reference IQA metric and its performance analysisOleg Ieremeiev, Vladimir V. Lukin, Nikolay N. Ponomarenko, Karen O. Egiazarian. ipas 2019: [doi]

Phase extraction from interferogram using machine learningDaichi Kando, Satoshi Tomioka. ipas 2019: [doi]

Patch-based image despeckling using low-rank Hankel matrix approach with speckle level estimationHansol Kim, Paul Oh, Sangyoon Lee, Moon Gi Kang. ipas 2019: [doi]

Multi-frame super-resolution utilizing spatially adaptive regularization for ToF cameraHaegeun Lee, Jonghyun Kim, Jaeduk Han, Moon Gi Kang. ipas 2019: [doi]

Depth from stacked light field images using generative adversarial networkJi-Hun Mun, Yo-Sung Ho. ipas 2019: [doi]

Phase masks optimization for broadband diffractive imagingMykola Ponomarenko, Vladimir Katkovnik, Karen O. Egiazarian. ipas 2019: [doi]

Additional lossless compression of JPEG images based on BPGMykola Ponomarenko, Oleksandr Miroshnichenko, Vladimir V. Lukin, Karen O. Egiazarian. ipas 2019: [doi]

Microscope image matching in scope of multi-resolution observation systemEvan H. E. Putranto, Shin Usuki, Kenjiro T. Miura. ipas 2019: [doi]

Illumination invariant NIR face recognition using directional visibilitySrijith Rajeev, Shreyas Kamath K. M, Qianwen Wan, Karen Panetta, Sos S. Agaian. ipas 2019: [doi]

Additive spatially correlated noise suppression by robust block matching and adaptive 3D filtering (JIST-first)Oleksii S. Rubel, Vladimir V. Lukin, Karen O. Egiazarian. ipas 2019: [doi]

A snowfall noise elimination using moving object compositing method adaptable to natural boundaryYoshihiro Sato, Koya Kokubo, Yue Bao. ipas 2019: [doi]

Construction of facial emotion database through subjective experiments and its application to deep learning-based facial image processingTomoyuki Takanashi, Keita Hirai, Takahiko Horiuchi. ipas 2019: [doi]

Pixelwise JPEG compression detection and quality factor estimation based on convolutional neural networkKazutaka Uchida, Masayuki Tanaka 0001, Masatoshi Okutomi. ipas 2019: [doi]

The quaternion-based anisotropic gradient for the color imagesViacheslav V. Voronin, Alexander A. Zelensky, Sos S. Agaian. ipas 2019: [doi]

Specular reflection detection algorithm for endoscopic imagesViacheslav V. Voronin, Evgeny A. Semenishchev, Alexander A. Zelensky, Sos S. Agaian. ipas 2019: [doi]

Feedback alfa-rooting algorithm for medical image enhancementViacheslav V. Voronin, Alexander A. Zelensky, Sos S. Agaian. ipas 2019: [doi]

On-street parked vehicle detection via view-normalized classifierWencheng Wu. ipas 2019: [doi]

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