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Temporal shuffling for defending deep action recognition models against adversarial attacks J. Hwang, H. Zhang, J.-H. Choi, C.-J. Hsieh, J.-S. Lee Neural Networks, vol. 169, pp. 388-397, Jan. 2024 Detail arXiv |
Conference |
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Similarity of neural architectures using adversarial attack transferability J. Hwang, D. Han, B. Heo, S. Park, S. Chun, J.-S. Lee European Conf. Computer Vision (ECCV), Sep. 2024 arXiv GitHub |
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Anomaly score: Evaluating generative models and individual generated images based on complexity and vulnerability J. Hwang, J. Lee, J.-S. Lee IEEE/CVF Conf. Computer Vision and Pattern Recognition (CVPR), pp. 8754-8763, Jun. 2024 Detail arXiv YouTube |
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Curved representation space of vision transformers J. Kim, J. Park, S. Kim, J.-S. Lee AAAI Conf. Artificial Intelligence (AAAI), pp. 13142-13150, Feb. 2024 Detail arXiv |
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Exploring adversarial robustness of vision transformers in the spectral perspective G. Kim, J. Kim, J.-S. Lee Winter Conf. Applications of Computer Vision (WACV), pp. 3976-3985, Jan. 2024 Detail arXiv |
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Probabilistic modeling of image aesthetic assessment towards measuring subjectivity H. Jang, Y. Lee, J.-S. Lee IEEE Access, vol. 11, pp. 145772-145780, Dec. 2023 Detail |
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E2E-BPF microscope: Extended depth-of-field microscopy using learning-based implementation of binary phase filter and image deconvolution B. Seong, W. Kim, Y. Kim, K.-A. Hyun, H.-I. Jung, J.-S. Lee, J. Yoo, C. Joo Light: Science & Applications, vol. 12, article 269, Nov. 2023 Detail |
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EEG-based emotional video classification via learning connectivity structure S. Jang, S.-E. Moon, J.-S. Lee IEEE Trans. Affective Computing, vol. 14, no. 2, pp. 1586-1597, Apr.-Jun. 2023 Detail arXiv |
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Tyrosine-mediated analog resistive switching for artificial neural networks M.-K. Song, S. D. Namgung, H. Lee, J. H. Yoon, Y.-W. Song, K. H. Cho, Y.-S. Lee, J.-S. Lee, K. T. Nam, J.-Y. Kwon Nano Research, vol. 16, no. 1, pp. 858-864, Jan. 2023 Detail |
Conference |
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LUT-LIC: Look-up table-assisted learned image compression S. Yu, J.-S. Lee Int. Conf. Neural Information Processing (ICONIP), pp. 430-441, Nov. 2023 Detail |
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Integer quantized learned image compression G.-W. Jeon, S. Yu, J.-S. Lee IEEE Int. Conf. Image Processing (ICIP), pp. 2755-2759, Oct. 2023 Detail |
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Leveraging feature interaction for modeling user-item interaction in recommender systems S. Jang, S. Lee, J. Park, J.-S. Lee IEEE Int. Conf. Systems, Man, and Cybernetics (SMC), pp. 5108-5113, Oct. 2023 Detail |
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Enhancing graph structures for node classification: an alternative view on adversarial attacks S. Jang, J. Park, J.-S. Lee IEEE Int. Conf. Systems, Man, and Cybernetics (SMC), pp. 5090-5095, Oct. 2023 Detail |
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ViPLO: Vision transformer based pose-conditioned self-loop graph for human-object interaction detection J. Park, J.-W. Park, J.-S. Lee IEEE/CVF Conf. Computer Vision and Pattern Recognition (CVPR), pp. 17152-17162, Jun. 2023 Detail arXiv GitHub |
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Amicable aid: perturbing images to improve classification performance J. Kim, J.-H. Choi, S. Jang, J.-S. Lee IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), Jun. 2023 Detail arXiv |
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Demystifying randomly initialized networks for evaluating generative models J. Lee, J.-H. Kim, J.-S. Lee AAAI Conf. Artificial Intelligence (AAAI), pp. 8482-8490, Feb. 2023 Detail arXiv |
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Local critic training for model-parallel learning of deep neural networks H. Lee, C.-J. Hsieh, J.-S. Lee IEEE Trans. Neural Networks and Learning Systems, vol. 33, no. 9, pp. 4424-4436, Sep. 2022 Detail arXiv GitHub |
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Successive learned image compression: Comprehensive analysis of instability J.-H. Kim, S. Jang, J.-H. Choi, J.-S. Lee Neurocomputing, vol. 506, pp. 12-24, Sep. 2022 Detail |
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Humidity-induced synaptic plasticity of ZnO artificial synapses using peptide insulator for neuromorphic computing M.-K. Song, H. Lee, J. H. Yoon, Y.-W. Song, S. D. Namgung, T. Sung, Y.-S. Lee, J.-S. Lee, K. T. Nam, J.-Y. Kwon Journal of Materials Science & Technology, vol. 119, pp. 150-155, Aug. 2022 Detail |
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Classifying gas data measured under multiple conditions using deep learning H. Lee, J. Hwang, H. D. Park, J. H. Choi, J.-S. Lee IEEE Access, vol. 10, pp. 68138-68150, Jun. 2022 Detail |
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Engineering pupil function for optical adversarial attack K. Kim, J. Kim, S. Song, J.-H. Choi, C. Joo, J.-S. Lee Optics Express, vol. 30, no. 5, pp. 6500-6518, Feb. 2022 Detail |
Conference |
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Rethinking online knowledge distillation with multi-exits H. Lee, J.-S. Lee Asian Conf. Computer Vision (ACCV), pp. 408-424, Dec. 2022 Detail GitHub |
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TREND: Truncated generalized normal density estimation of inception embeddings for GAN evaluation J. Lee, J.-S. Lee European Conf. Computer Vision (ECCV), pp. 87-103, Oct. 2022 Detail arXiv GitHub |
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Resting-state fNIRS classification using connectivity and convolutional neural networks S. Moon, S.-E. Moon, J.-S. Lee IEEE Int. Conf. Systems, Man, and Cybernetics (SMC), pp. 1716-1721, Oct. 2022 Detail |
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Adversarial robustness of flow-based image super-resolution J. Park, J.-H. Choi, J.-S. Lee IEEE Int. Workshop on Multimedia Signal Processing (MMSP), Sep. 2022 Detail |
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Deep image destruction: Vulnerability of deep image-to-image models against adversarial attacks J.-H. Choi, H. Zhang, J.-H. Kim, C.-J. Hsieh, J.-S. Lee Int. Conf. Pattern Recognition (ICPR), pp. 1287-1293, Aug. 2022 Detail arXiv |
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Joint global and local hierarchical priors for learned image compression J.-H. Kim, B. Heo, J.-S. Lee IEEE/CVF Conf. Computer Vision and Pattern Recognition (CVPR), pp. 5992-6001, Jun. 2022 Detail arXiv GitHub |
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Prediction of car design perception using EEG and gaze patterns S.-E. Moon, J.-H. Kim, S.-W. Kim, J.-S. Lee IEEE Trans. Affective Computing, vol. 12, no. 4, pp. 843-856, Oct.-Dec. 2021 Detail |
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Wide color gamut image content characterization: method, evaluation, and applications J. Lee, T. Vigier, P. Le Callet, J.-S. Lee IEEE Trans. Multimedia, vol. 23, pp. 3817-3827, 2021 Detail arXiv |
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Ambiguity of objective image quality metrics: A new methodology for performance evaluation M. Cheon, T. Vigier, L. Krasula, J. Lee, P. Le Callet, J.-S. Lee Signal Processing: Image Communication, vol. 93, Apr. 2021 Detail arXiv |
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Volatile-nonvolatile memory network for progressive image super-resolution J.-H. Choi, J.-H. Kim, M. Cheon, J.-S. Lee IEEE Access, vol. 9, pp. 37487-37496, Mar. 2021 Detail GitHub |
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Analysis of deep features for image aesthetic assessment H. Jang, J.-S. Lee IEEE Access, vol. 9, pp. 29850-29861, Feb. 2021 Detail |
Conference |
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Just one moment: Structural vulnerability of deep action recognition against one frame attack J. Hwang, J.-H. Kim, J.-H. Choi, J.-S. Lee Int. Conf. Computer Vision (ICCV), pp. 7668-7676, Oct. 2021 Detail arXiv YouTube |
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Edge attention network for image deblurring and super-resolution J.-W. Han, J.-H. Choi, J.-H. Kim, J.-S. Lee IEEE Int. Conf. Systems, Man, and Cybernetics (SMC), pp. 2393-2398, Oct. 2021 Detail |
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NTIRE 2021 challenge on image deblurring S. Nah et al. IEEE/CVF Conf. Computer Vision and Pattern Recognition (CVPR) Workshops, Jun. 2021 Detail arXiv |
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Application of a deep reinforcement learning algorithm in household inverter air-conditioner temperature control M. S. Yoon, W. S. Yoon, J.-S. Lee IEA Heat Pump Conference (HPC), pp. 1270-1281, Apr. 2021 |
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Emotional EEG classification using connectivity features and convolutional neural networks S.-E. Moon, C.-J. Chen, C.-J. Hsieh, J.-L. Wang, J.-S. Lee Neural Networks, vol. 132, pp. 96-107, Dec. 2020 Detail arXiv |
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Objectivity and subjectivity in aesthetic quality assessment of digital photographs W.-H. Kim, J.-H. Choi, J.-S. Lee IEEE Trans. Affective Computing, vol. 11, no. 3, pp. 493-506, Jul.-Sep. 2020 Detail |
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MAMNet: Multi-path adaptive modulation network for image super-resolution J.-H. Kim, J.-H. Choi, M. Cheon, J.-S. Lee Neurocomputing, vol. 402, pp. 38-49, Aug. 2020 Detail arXiv |
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Deep learning-based image super-resolution considering quantitative and perceptual quality J.-H. Choi, J.-H. Kim, M. Cheon, J.-S. Lee Neurocomputing, vol. 398, pp. 347-359, Jul. 2020 Detail arXiv GitHub |
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A portable smartphone-linked device for direct, rapid and chemical-free hemoglobin assay J. Lee, J. Song, J.-H. Choi, S. Kim, U. Kim, V.-T. Nguyen, J.-S. Lee, C. Joo Scientific Reports, vol. 10, article number 8606, May 2020 Detail |
Conference |
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Adversarially robust deep image super-resolution using entropy regularization J.-H. Choi, H. Zhang, J.-H. Kim, C.-J. Hsieh, J.-S. Lee Asian Conf. Computer Vision (ACCV), pp. 301-317, Nov. 2020 Detail |
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Model-parallel learning of generative adversarial networks and its implementation H. Lee, J.-S. Lee Int. Conf. Consumer Electronics Asia (ICCE-Asia), pp. 343-345, Nov. 2020 Detail |
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Ternary classification for image aesthetic assessment using deep learning H. Jang, J.-S. Lee Int. Conf. Consumer Electronics Asia (ICCE-Asia), pp. 377-380, Nov. 2020 Detail |
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Efficient bokeh effect rendering using generative adversarial network M.-S. Choi, J.-H. Kim, J.-H. Choi, J.-S. Lee Int. Conf. Consumer Electronics Asia (ICCE-Asia), pp. 404-408, Nov. 2020 Detail |
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Multi-scale adaptive residual network using total variation for real image super-resolution K.-H. Ahn, J.-H. Kim, J.-H. Choi, J.-S. Lee Int. Conf. Consumer Electronics Asia (ICCE-Asia), pp. 349-352, Nov. 2020 Detail |
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Instability of successive deep image compression J.-H. Kim, S. Jang, J.-H. Choi, J.-S. Lee ACM Multimedia (MM), pp. 247-255, Oct. 2020 Detail YouTube |
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Air conditioner component optimum operation point search through a deep reinforcement learning algorithm
M.-S. Yoon, W.-S. Yoon, M.-K. Seo, S.-Y. Ryu, J.-S. Lee Int. Conf. Control, Automation and Systems (ICCAS), pp. 365-372, Oct. 2020 Detail |
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LarvaNet: hierarchical super-resolution via multi-exit architecture G.-W. Jeon, J.-H. Choi, J.-H. Kim, J.-S. Lee European Conf. Computer Vision (ECCV) Workshops, Aug. 2020 Detail |
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AIM 2020 challenge on efficient super-resolution: methods and results K. Zhang et al. European Conf. Computer Vision (ECCV) Workshops, Aug. 2020 Detail arXiv |
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AIM 2020 challenge on real image super-resolution: methods and results P. Wei et al. European Conf. Computer Vision (ECCV) Workshops, Aug. 2020 Detail arXiv |
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Dynamic thresholding for learning sparse neural networks J.-W. Park, J.-S. Lee European Conf. Artificial Intelligence (ECAI), pp. 1403-1410, Aug. 2020 Detail YouTube |
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Learning conjunctive information of signals in multi-sensor systems S.-E. Moon, J.-S. Lee European Conf. Artificial Intelligence (ECAI), pp. 1363-1370, Aug. 2020 Detail YouTube |
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MaDeNet: disentangling individuality of EEG signals through feature space mapping and detachment S.-E. Moon, J.-S. Lee Int. Engineering in Medicine and Biology Conf. (EMBC), pp. 260-263, Jul. 2020 Detail YouTube |
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Efficient deep learning-based lossy image compression via asymmetric autoencoder and pruning J.-H. Kim, J.-H. Choi, J. Chang, J.-S. Lee IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), pp. 2063-2067, May 2020 Detail YouTube |
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SRZoo: an integrated repository for super-resolution using deep learning J.-H. Choi, J.-H. Kim, J.-S. Lee IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), pp. 2508-2512, May 2020 Detail arXiv GitHub YouTube |
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Real-time integrated human activity recognition system based on multimodal user understanding J.-H. Choi, K. Kim, T. Park, J. Yun, J.-H. Lee, S. Kim, H. Shim, J.-S. Lee ACM Int. Conf. Intelligent User Interfaces (IUI) Companion, pp. 89-90, Mar. 2020 Detail |
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Achieving real-time sign language translation using a smartphone's true depth images H. Park, J.-S. Lee, J. Ko Int. Conf. Communication Systems & Networks (COMSNETS), pp. 622-625, Jan. 2020 Detail |
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Music for sleep and wake-up: An empirical study T. Lee, S.-E. Moon, J. Baek, J.-S. Lee, S. Kim IEEE Access, vol. 7, pp. 145816-145828, Dec. 2019 Detail |
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EmbraceNet: A robust deep learning architecture for multimodal classification J.-H. Choi, J.-S. Lee Information Fusion, vol. 51, pp. 259-270, Nov. 2019 Detail arXiv GitHub |
Conference |
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Evaluating robustness of deep image super-resolution against adversarial attacks J.-H. Choi, H. Zhang, J.-H. Kim, C.-J. Hsieh, J.-S. Lee Int. Conf. Computer Vision (ICCV), pp. 303-311, Oct. 2019 Detail arXiv GitHub |
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EmbraceNet for activity: A deep multimodal fusion architecture for activity recognition J.-H. Choi, J.-S. Lee ACM Int. Joint Conf. Pervasive and Ubiquitous Computing & Int. Symp. Wearable Computers (UbiComp/ISWC) Adjunct, pp. 693-698, Sep. 2019 Detail arXiv |
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Local critic training of deep neural networks H. Lee, J.-S. Lee Int. Joint Conf. Neural Networks (IJCNN), Jul. 2019 Detail arXiv |
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Music popularity: Metrics, characteristics, and audio-based prediction J. Lee, J.-S. Lee IEEE Trans. Multimedia, vol. 20, no. 11, pp. 3173-3182, Nov. 2018 Detail arXiv |
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Subjective and objective quality assessment of compressed 4K UHD videos for immersive experience M. Cheon, J.-S. Lee IEEE Trans. Circuits and Systems for Video Technology, vol. 28, no. 7, pp. 1467-1480, Jul. 2018 Detail Dataset |
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Color-coded LED microscopy for quantitative phase imaging: Implementation and application to sperm motility analysis W. Lee, J.-H. Choi, S. Ryu, D. Jung, J. Song, J.-S. Lee, C. Joo Methods, vol. 136, pp. 66-74, Mar. 2018 Detail |
Conference |
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Deep learning-based super-resolution for digital comics J.-H. Kim, J.-H. Choi, C.-H. Seo, J. Chang, J.-S. Lee ACM SIGGRAPH Asia Posters, Dec. 2018 Detail |
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Confidence-based deep multimodal fusion for activity recognition J.-H. Choi, J.-S. Lee ACM Int. Joint Conf. Pervasive and Ubiquitous Computing (UbiComp) Adjunct, pp. 1548-1556, Oct. 2018 Detail |
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Perceptual switch for gaze interaction J. Lee, J.-S. Lee ACM User Interface Software and Technology Symposium (UIST) Adjunct, pp. 78-80, Oct. 2018 Detail |
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On the repeatability of EEG-based image quality assessment J. Hwang, S.-E. Moon, J.-S. Lee IEEE Int. Conf. Systems, Man, and Cybernetics (SMC), pp. 1781-1784, Oct. 2018 Detail |
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A perception-based framework for wide color gamut content selection J. Lee, T. Vigier, P. Le Callet, J.-S. Lee IEEE Int. Conf. Image Processing (ICIP), pp. 709-713, Oct. 2018 Detail |
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Generative adversarial network-based image super-resolution using perceptual content losses M. Cheon, J.-H. Kim, J.-H. Choi, J.-S. Lee European Conf. Computer Vision (ECCV) Workshops, pp. 51-62, Sep. 2018 Detail arXiv |
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Spatial-wise feature relation loss for super-resolution J.-H. Kim, J.-H. Choi, M. Cheon, J.-S. Lee European Conf. Computer Vision (ECCV), Workshop and Challenge on Perceptual Image Restoration and Manipulation (PIRM), Sep. 2018 |
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Perceptually improved super-resolution using multi-pass upscaling and qualitative score predictors J.-H. Choi, J.-H. Kim, M. Cheon, J.-S. Lee European Conf. Computer Vision (ECCV), Workshop and Challenge on Perceptual Image Restoration and Manipulation (PIRM), Sep. 2018 |
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Aesthetic color templates for enhancing casual videos J.-H. Choi, J.-S. Lee SPIE Optical Enginering + Applications, Aug. 2018 Detail |
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Deep residual network with enhanced upscaling module for super-resolution J.-H. Kim, J.-S. Lee IEEE/CVF Conf. Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 913-921, Jun. 2018 Detail PDF GitHub |
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NTIRE 2018 challenge on single image super-resolution: methods and results R. Timofte et al. IEEE/CVF Conf. Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 965-976, Jun. 2018 Detail PDF |
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Graph signal representation of EEG for graph convolutional neural networks S. Jang, S.-E. Moon, J.-S. Lee Graph Signal Processing (GSP) Workshop, Jun. 2018 |
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Graph signal modeling of EEG and its application to EEG-based video classification using deep learning on graphs S. Jang, S.-E. Moon, J.-S. Lee Int. School and Conf. Network Science (NetSci), Jun. 2018 |
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Evaluation of preference of multimedia content using deep neural network for electroencephalography S.-E. Moon, S. Jang, J.-S. Lee Int. Workshop on Quality of Multimedia Experience (QoMEX), May 2018 Detail arXiv |
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EEG-based video identification using graph signal modeling and graph convolutional neural network S. Jang, S.-E. Moon, J.-S. Lee IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), pp. 3066-3070, Apr. 2018 Detail arXiv |
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Convolutional neural network approach for EEG-based emotion recognition using brain connectivity and its spatial information S.-E. Moon, S. Jang, J.-S. Lee IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), pp. 2556-2560, Apr. 2018 Detail arXiv |
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Graph analysis for understanding the perceived quality of user-generated videos S. Jang, J.-S. Lee Int. School and Conf. on Network Science (NetSci-X), Jan. 2018 |
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Emotion and fatigue monitoring using wearable devices J.-S. Lee, Y.-S. Bae, W. Lee, H. Lee, J. Yu, J.-P. Choi Int. Conf. Green and Human Information Technology, pp. 89-91, Jan. 2018 |
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Smartphone-based multi-contrast microscope using color-multiplexed illumination D. Jung, J.-H. Choi, S. Kim, S. Ryu, W. Lee, J.-S. Lee, C. Joo Scientific Reports, vol. 7, article number 7564, Aug. 2017 Detail |
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QoE-aware scalable video transmission in MIMO systems S.-J. Kim, G.-Y. Suk, J.-S. Lee, C.-B. Chae IEEE Communications Magazine, vol. 55, no. 8, pp. 196-203, Aug. 2017 Detail arXiv |
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Blind single image super resolution with low computational complexity W.-H. Kim, J.-S. Lee Multimedia Tools and Applications, vol. 76, no. 5, pp. 7235-7249, Mar. 2017 Detail Full-text |
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Implicit analysis of perceptual multimedia experience based on physiological response: a review S.-E. Moon, J.-S. Lee IEEE Trans. Multimedia, vol. 19, no. 2, pp. 340-353, Feb. 2017 Detail arXiv |
Conference |
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Influence of video quality on multi-view activity recognition J.-H. Choi, M. Cheon, J.-S. Lee IEEE Int. Symp. Multimedia (ISM), pp. 511-515, Dec. 2017 Detail |
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Aesthetic temporal and spatial editing of casual videos J.-H. Choi, J.-S. Lee ACM SIGGRAPH Asia Posters, Nov. 2017 Detail |
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Impact of three-dimensional video scalability on multi-view activity recognition using deep learning J.-H. Choi, M. Cheon, M.-S. Choi, J.-S. Lee Thematic Workshops of ACM Multimedia (MM), pp. 135-143, Oct. 2017 Detail arXiv |
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Assessing product design using photos and real products S.-E. Moon, J.-H. Kim, S.-W. Kim, J.-S. Lee ACM Conf. Human Factors in Computing Systems (CHI), Extended Abstract, pp. 1100-1107, May 2017 Detail |
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Smart band for physiological signal-based stress monitoring S.-E. Moon, J.-S. Lee, W. Lee, H. Lee, Y.-S. Bae Int. Conf. Green and Human Information Technology, pp. 308-309, Feb. 2017 |
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Modeling immersive media experiences by sensing impact on subjects E. Kroupi, P. Hanhart, J.-S. Lee, M. Rerabek, T. Ebrahimi Multimedia Tools and Applications, vol. 75, no. 20, pp. 12409-12429, Oct. 2016 Detail Dataset |
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On evaluating perceptual quality of online user-generated videos S. Jang, J.-S. Lee IEEE Trans. Multimedia, vol. 18, no. 9, pp. 1808-1818, Sep. 2016 Detail arXiv |
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Subjective and objective quality assessment of videos in error-prone network environments S.-J. Kim, C.-B. Chae, J.-S. Lee Multimedia Tools and Applications, vol. 75, no. 12, pp. 6849-6870, Jun. 2016 Detail Full-text |
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Evaluation of objective quality metrics for multidimensional video scalability M. Cheon, J.-S. Lee Journal of Visual Communication and Image Representation, vol. 35, pp. 132-145, Feb. 2016 Detail |
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Online social networks for crowdsourced multimedia-involved behavioral testing: an empirical study J.-H. Choi, J.-S. Lee Frontiers in Psychology, vol. 6, Article 1991, pp. 1-10, Jan. 2016 Detail PDF |
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On ambiguity of objective image quality assessment M. Cheon, J.-S. Lee Electronics Letters, vol. 52, no. 1, pp. 34-35, Jan. 2016 Detail |
Conference |
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Machine learning for brain imaging under perceptual experience of multimedia content S.-E. Moon, J.-S. Lee Annual Conf. Neural Information Processing Systems (NIPS), Women in Machine Learning Workshop (WiML), Dec. 2016 |
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Travel photo album summarization based on aesthetic quality, interestingness, and memorableness J.-H. Kim, J.-S. Lee APSIPA Annual Summit and Conference, Dec. 2016 Detail |
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Analysis of spatial, temporal, and content characteristics of videos in the YFCC100M dataset J.-H. Choi, J.-S. Lee ACM Multimedia (MM), Multimedia COMMONS Workshop, pp. 27-34, Oct. 2016 Detail Dataset |
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Peripersonal space in virtual reality: navigating 3D space with different perspectives J. Lee, M. Cheon, S.-E. Moon, J.-S. Lee ACM User Interface Software and Technology Symposium (UIST) Adjuct, pp. 207-208, Oct. 2016 Detail |
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Analysis of gaze patterns during aesthetic photo quality assessment H. Jang, J.-S. Lee Int. Conf. Quality of Multimedia Experience (QoMEX), Jun. 2016 |
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Ambiguity-based evaluation of objective quality metrics for image compression M. Cheon, J.-S. Lee Int. Conf. Quality of Multimedia Experience (QoMEX), Jun. 2016 Detail |
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Data-driven feature word selection for clustering online news comments H. Cho, J.-S. Lee Int. Conf. Big Data and Smart Computing, Exobrain Workshop, pp. 494-497, Jan. 2016 Detail |
Journal |
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Temporal resolution vs. visual saliency in video: Analysis of gaze patterns and evaluation of saliency models M. Cheon, J.-S. Lee Signal Processing: Image Communication, vol. 39, pp. 405-417, Nov. 2015 Detail |
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Perceptual experience analysis for tone-mapped HDR videos based on EEG and peripheral physiological signals S.-E. Moon and J.-S. Lee IEEE Trans. Autonomous Mental Development, vol. 7, no. 3, pp. 236-247, Sep. 2015 Detail Dataset arXiv |
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Framework for fair objective performance evaluation of single image super resolution algorithms W.-H. Kim, J.-S. Lee Electronics Letters, vol. 51, no. 1, pp. 42-44, Jan. 2015 Detail |
Conference |
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Predicting music popularity patterns based on musical complexity and early stage popularity J. Lee, J.-S. Lee ACM Multimedia (MM), Workshop on Speech, Language & Audio in Multimedia (SLAM), pp. 3-6, Oct. 2015 Detail |
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Subjectivity in aesthetic quality assessment of digital photographs: Analysis of user comments W.-H. Kim, J.-H. Choi, J.-S. Lee ACM Multimedia (MM), pp. 983-986, Oct. 2015 Detail |
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EEG connectivity analysis in perception of tone-mapped high dynamic range videos S.-E. Moon, J.-S. Lee ACM Multimedia (MM), pp. 987-990, Oct. 2015 Detail |
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Automated video editing for aesthetic quality improvement J.-H. Choi, J.-S. Lee ACM Multimedia (MM), pp. 1003-1006, Oct. 2015 Detail |
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Gaze analysis of avatar-based navigation with different perspectives in 3D virtual space J. Lee, M. Cheon, S.-E. Moon, J.-S. Lee Int. Conf. Human-Agent Interaction (HAI), pp. 223-226, Oct. 2015 Detail |
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EEG analysis on 3D navigation in virtual reality with different perspectives J. Lee, S.-E. Moon, M. Cheon, J.-S. Lee Int. Conf. Human-Agent Interaction (HAI), pp. 227-229, Oct. 2015 Detail |
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Data-driven integration of multiple sentiment dictionaries for lexicon-based sentiment classification of product reviews H. Cho, S. Kim, J. Lee, J.-S. Lee Knowledge-Based Systems, vol. 71, pp. 61-71, Nov. 2014 Detail |
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Visual-speech-pass filtering for robust automatic lip-reading J.-S. Lee Pattern Analysis and Applications, vol. 17, no. 3, pp. 611-621, Aug. 2014 Detail |
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On designing paired comparison experiments for subjective multimedia quality assessment J.-S. Lee IEEE Trans. Multimedia, vol. 16, no. 2, pp. 564-571, Feb. 2014 Detail |
Conference |
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Objective quality comparison of 4K UHD and up-scaled 4K UHD videos M. Cheon, J.-S. Lee IEEE Int. Symp. Multimedia (ISM), pp. 78-81, Dec. 2014 Detail |
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On unequal power allocation for video communications using scalable video coding in massive MIMO systems S.-J. Kim, C.-B. Chae, J.-S. Lee IEEE Int. Symp. Multimedia (ISM), pp. 147-150, Dec. 2014 Detail |
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Classifying perceptual experience of tone-mapped high dynamic range videos through EEG S.-E. Moon, J.-S. Lee ACM Multimedia (MM), Workshop on Perception-inspired Video Processing (PIVP), pp. 27-32, Nov. 2014 Detail |
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EEG correlates during video quality perception E. Kroupi, P. Hanhart, J.-S. Lee, M. Rerabek, T. Ebrahimi European Signal Processing Conf. (EUSIPCO), pp. 2135-2139, Sep. 2014 Detail PDF |
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On the impact of layer-splitting for cloud-based SVC streaming S. Moon, C. Jung, J.-S. Lee, S. Kim Int. Conf. Future Internet of Things and Cloud (FiCloud), Aug. 2014 Detail |
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Comparative analysis of online 2-D and 3-D video sharing S. Jang, J.-S. Lee IEEE Int. Conf. Multimedia and Expo (ICME), Int. Workshop on Hot Topics in 3D (Hot3D), Jul. 2014 Detail |
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Predicting subjective sensation of reality during multimedia consumption based on EEG and peripheral physiological signals E. Kroupi, P. Hanhart, J.-S. Lee, M. Rerabek, T. Ebrahimi Int. Conf. Multimedia and Expo (ICME), Jul. 2014 Detail |
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Quality assessment of on-line videos using metadata C.-H. Han, J.-S Lee IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), pp. 1399-1402, May 2014 Detail |
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Audiovisual focus of attention and its application to UHD video compression M. Rerabek, H. Nemoto, J.-S. Lee, T. Ebrahimi SPIE Electronic Imaging, Feb. 2014 (invited) Detail |
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User-independent classification of 2D versus 3D multimedia experiences through EEG and physiological signals E. Kroupi, P. Hanhart, J.-S. Lee, M. Rerabek, T. Ebrahimi Int. Workshop on Video Processing and Quality Metrics for Consumer Electronics (VPQM), Jan. 2014 (invited) Detail PDF |
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EvoTunes: Crowdsourcing-based music recommendation J.-H. Choi, J.-S. Lee Int. Conf. Multimedia Modeling (MMM), LNCS vol. 8325, pp. 331-338, Jan. 2014 Detail |
Book Chapter |
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Quality assessment of mobile videos M. Cheon, S.-J. Kim, C.-B. Chae, J.-S. Lee Visual Signal Quality Assessment, C. Deng, L. Ma, W. Lin, and K. N. Ngan (eds.), pp. 99-127, Springer, 2014 Detail |
Journal |
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Paired comparison-based subjective quality assessment of stereoscopic images J.-S. Lee, L. Goldmann, T. Ebrahimi Multimedia Tools and Applications, vol. 67, no. 1, pp. 31-48, Nov. 2013 Detail |
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Parametric estimation of structural similarity degradation for video transmission over error-prone networks Y. Kwon, J.-S. Lee Electronics Letters, vol. 49, no. 18, pp. 1147-1148, Aug. 2013 Detail |
Conference |
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Gaze pattern analysis for video contents with different frame rates M. Cheon, J.-S. Lee IEEE Int. Conf. Visual Communications and Image Processing (VCIP), Nov. 2013 Detail |
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Multimedia communications with large-scale antennas S.-J. Kim, J.-S. Lee, C. B. Chae IFAC Symposium on Telematics Applications, pp. 94-95, Nov. 2013 Detail |
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Enhancing lexicon-based review classification by merging and revising sentiment dictionaries H. Cho, J.-S. Lee, S. Kim Int. Joint Conf. Natural Language Processing (IJCNLP), pp. 463-470, Oct. 2013 |
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Gaze pattern analysis for audio-visual contents under the presence of video transmission errors M. Cheon, J.-S. Lee IEEE Int. Conf. Multimedia & Expo (ICME), Workshop on Emerging Multimedia Systems and Services (EMSA), Jul. 2013 Detail |
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Paired comparison for subjective multimedia quality assessment: theory and practice J.-S. Lee IEEE Int. Symp. Circuits and Systems (ISCAS), pp. 1099-1102, May 2013 Detail |
Book |
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Social Media Retrieval N. Ramzan, R. van Zwol, J.-S. Lee, K. Cluever, X.-S. Hua (editors) Springer, 2013 Detail |
Book Chapter |
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Geotag propagation with user trust modeling I. Ivanov, P. Vajda, J.-S. Lee, P. Korshunov, T. Ebrahimi Social Media Retrieval, N. Ramzan, R. van Zwol, J.-S. Lee, K. Cluever, and X.-S. Hua (eds.), pp. 283-304, Springer, 2013 Detail |
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Towards emotional annotation of multimedia contents A. Yazdani, J.-S. Lee, T. Ebrahimi Social Media Retrieval, N. Ramzan, R. van Zwol, J.-S. Lee, K. Cluever, and X.-S. Hua (eds.), pp. 239-259, Springer, 2013 Detail |
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Theory and applications of hybrid simulated annealing J.-S. Lee, C. H. Park, T. Ebrahimi Handbook of Optimization, I. Zelinka, V. Snasel, and A. Abraham (eds.), pp. 395-422, Springer, 2013 Detail |
Journal |
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Perceptual video compression: a survey J.-S. Lee, T. Ebrahimi IEEE Journal of Selected Topics in Signal Processing, vol. 6, no. 6, pp. 684-697, Oct. 2012 Detail |
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Quality assessment of multidimensional video scalability J.-S. Lee, F. De Simone, N. Ramzan, E. Izquierdo, T. Ebrahimi IEEE Communications Magazine, vol. 50, no. 4, pp. 38-46, Apr. 2012 Detail |
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Affect recognition based on physiological changes during the watching of music video: database, methodology and evaluation A. Yazdani, J.-S. Lee, J.-M. Vesin, T. Ebrahimi ACM Trans. Interactive Intelligent Systems, vol. 2, no. 1, pp. 7:1-26, Mar. 2012 Detail |
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In tags we trust I. Ivanov, P. Vajda, J.-S. Lee, T. Ebrahimi IEEE Signal Processing Magazine, vol. 29, no. 2, pp. 98-107, Mar. 2012 Detail |
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DEAP: a database for emotion analysis using physiological signals S. Koelstra, C. Muehl, M. Soleymani, J.-S. Lee, A. Yazdani, T. Ebrahimi, T. Pun, A. Nijholt, I. Patras IEEE Trans. Affective Computing, vol. 3, no. 1, pp. 18-31, Jan.-Mar. 2012 Detail Dataset |
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Geotag propagation in social networks based on user trust model I. Ivanov, P. Vajda, J.-S. Lee, L. Goldmann, T. Ebrahimi Multimedia Tools and Applications, vol. 56, no. 1, pp. 155-177, Jan. 2012 Detail |
Conference |
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Quality perception of coding artifacts and packet loss in networked video communications S.-J. Kim, C.-B. Chae, J.-S. Lee IEEE Globecom, Workshop on Quality of Experience for Multimedia Communications (QoEMC), pp. 1357-1361, Dec. 2012 Detail |
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Comparison of objective quality metrics on the scalable extension of H.264/AVC J.-S. Lee IEEE Int. Conf. Image Processing (ICIP), pp. 693-696, Sep. 2012 Detail |
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TrueSkill-based pairwise coupling for multi-class classification J.-S. Lee Int. Conf. Artificial Neural Networks (ICANN), LNCS vol. 7553, pp. 213-220, Sep. 2012 Detail |
Journal |
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Epitomize your photos P. Vajda, I. Ivanov, J.-S. Lee, T. Ebrahimi International Journal of Computer Games Technology, vol. 2011, Article ID 706893, Dec. 2011 Detail |
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Subjective quality evaluation of foveated video coding using audio-visual focus of attention J.-S. Lee, F. De Simone, T. Ebrahimi IEEE Journal of Selected Topics in Signal Processing, vol. 5, no. 7, pp. 1322-1331, Nov. 2011 Detail |
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Efficient video coding based on audio-visual focus of attention J.-S. Lee, F. De Simone, T. Ebrahimi Journal of Visual Communication and Image Representation, vol. 22, no. 8, pp. 704-711, Nov. 2011 Detail |
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Towards high efficiency video coding: subjective evaluation of potential coding technologies F. De Simone, L. Goldmann, J.-S. Lee, T. Ebrahimi Journal of Visual Communication and Image Representation, vol. 22, no. 8, pp. 734-748, Nov. 2011 Detail |
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Subjective quality evaluation via paired comparison: application to scalable video coding J.-S. Lee, F. De Simone, T. Ebrahimi IEEE Trans. Multimedia, vol. 13, no. 5, pp. 882-893, Oct. 2011 Detail Dataset |
Conference |
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A new analysis method for paired comparison and its application to 3D quality assessment J.-S. Lee, L. Goldmann, T. Ebrahimi ACM Multimedia (MM), pp. 1281-1284, Nov. 2011 Detail |
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Motion parallax based restitution of 3D images on legacy consumer mobile devices M. Rerabek, L. Goldmann, J.-S. Lee, T. Ebrahimi IEEE Int. Workshop on Multimedia Signal Processing (MMSP), Oct. 2011 Detail |
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Subjective quality assessment of scalable video coding: a survey J.-S. Lee, F. De Simone, T. Ebrahimi Int. Workshop on Quality of Multimedia Experience (QoMEX), pp. 25-30, Sep. 2011 Detail |
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Performance analysis of VP8 image and video compression based on subjective evaluations F. De Simone, L. Goldmann, J.-S. Lee, T. Ebrahimi Proc. SPIE, vol. 8135, Aug. 2011 Detail |
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Audio-visual synchronization recovery in multimedia content J.-S. Lee, T. Ebrahimi IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), pp. 2280-2283, May 2011 Detail |