David K. Han

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 81

Top Venues

CoRR

IEICE Trans. Inf. Syst.

ICCE

AVSS

Publications

Solmaz Arezoomandan, John Klohoker, David K. Han
Analyzing the Efficacy of Synthetic Images in Unmanned Aerial Vehicle Detection. ICCE (2024)
Gwantae Kim, David K. Han, Hanseok Ko
Sound source localization using complex-valued deep neural networks. ICCE (2024)
Yuanming Li, Jeong-gi Kwak, Bonhwa Ku, David K. Han, Hanseok Ko
Towards high-fidelity facial UV map generation in real-world. Pattern Recognit. Lett. 180 (2024)
Donghyeon Kim, Kyungdeuk Ko, Jeong-gi Kwak, David K. Han, Hanseok Ko
A Lightweight Dynamic Filter For Keyword Spotting. ICASSP Workshops (2023)
Dongsik Yoon, Jeong-gi Kwak, Yuanming Li, David K. Han, Youngsaeng Jin, Hanseok Ko
Reference Guided Image Inpainting using Facial Attributes. CoRR (2023)
Quoc Thinh Vo, David K. Han
Underwater Acoustic Signal Classification using Hierarchical Audio Transformer with Noisy Input. MLSP (2023)
Sangwook Park, David K. Han, Mounya Elhilali
Cross-Referencing Self-Training Network for Sound Event Detection in Audio Mixtures. IEEE Trans. Multim. 25 (2023)
Gwantae Kim, Youngsuk Ryu, Junyeop Lee, David K. Han, Jeongmin Bae, Hanseok Ko
3d human motion generation from the text via gesture action classification and the autoregressive model. CoRR (2022)
Jeong-gi Kwak, Yuanming Li, Dongsik Yoon, Donghyeon Kim, David K. Han, Hanseok Ko
Injecting 3D Perception of Controllable NeRF-GAN into StyleGAN for Editable Portrait Image Synthesis. CoRR (2022)
Jeong-gi Kwak, Yuanming Li, Dongsik Yoon, David K. Han, Hanseok Ko
Generate and Edit Your Own Character in a Canonical View. CoRR (2022)
Donghyeon Kim, Kyungdeuk Ko, David K. Han, Hanseok Ko
Discriminatory and orthogonal feature learning for noise robust keyword spotting. CoRR (2022)
Gwantae Kim, Youngsuk Ryu, Junyeop Lee, David K. Han, Jeongmin Bae, Hanseok Ko
3D Human Motion Generation from the Text Via Gesture Action Classification and the Autoregressive Model. ICIP (2022)
Donghyeon Kim, Gwantae Kim, Bokyeung Lee, Jeong-gi Kwak, David K. Han, Hanseok Ko
Efficient dynamic filter for robust and low computational feature extraction. CoRR (2022)
Jeong-gi Kwak, Yuanming Li, Dongsik Yoon, Donghyeon Kim, David K. Han, Hanseok Ko
Injecting 3D Perception of Controllable NeRF-GAN into StyleGAN for Editable Portrait Image Synthesis. ECCV (17) (2022)
Donghyeon Kim, Kyungdeuk Ko, David K. Han, Hanseok Ko
Discriminatory and Orthogonal Feature Learning for Noise Robust Keyword Spotting. IEEE Signal Process. Lett. 29 (2022)
Yuanming Li, Jeong-gi Kwak, David K. Han, Hanseok Ko
Controllable Face Manipulation and UV Map Generation by Self-supervised Learning. CoRR (2022)
Youngsaeng Jin, Jonghwan Hong, David K. Han, Hanseok Ko
CPNet: Cross-Parallel Network for Efficient Anomaly Detection. AVSS (2021)
Yifan Jiang, Han Chen, Hanseok Ko, David K. Han
Few-Shot Learning for Ct Scan Based Covid-19 Diagnosis. ICASSP (2021)
Kyungdeuk Ko, Bokyeung Lee, Jonghwan Hong, David K. Han, Hanseok Ko
Deep Degradation Prior for Real-World Super-Resolution. BMVC (2021)
Youngsaeng Jin, David K. Han, Hanseok Ko
TrSeg: Transformer for semantic segmentation. Pattern Recognit. Lett. 148 (2021)
Gwantae Kim, David K. Han, Hanseok Ko
SpecMix : A Mixed Sample Data Augmentation Method for Training with Time-Frequency Domain Features. Interspeech (2021)
Sangwook Park, David K. Han, Mounya Elhilali
Cross-Referencing Self-Training Network for Sound Event Detection in Audio Mixtures. CoRR (2021)
Youngsaeng Jin, David K. Han, Hanseok Ko
Memory-based Semantic Segmentation for Off-road Unstructured Natural Environments. IROS (2021)
Youngsaeng Jin, David K. Han, Hanseok Ko
Memory-based Semantic Segmentation for Off-road Unstructured Natural Environments. CoRR (2021)
Sanghyun Lee, David K. Han, Hanseok Ko
Multimodal Emotion Recognition Fusion Analysis Adapting BERT With Heterogeneous Feature Unification. IEEE Access 9 (2021)
Yuanming Li, Jeong-gi Kwak, Dongsik Yoon, Youngsaeng Jin, David K. Han, Hanseok Ko
Adaptive Content Feature Enhancement GAN for Multimodal Selfie to Anime Translation. BMVC (2021)
Gwantae Kim, David K. Han, Hanseok Ko
SpecMix : A Mixed Sample Data Augmentation method for Training withTime-Frequency Domain Features. CoRR (2021)
Youngsaeng Jin, Sungmin Eum, David K. Han, Hanseok Ko
Sketch-and-Fill Network for Semantic Segmentation. IEEE Access 9 (2021)
Sangwook Park, Ashwin Bellur, David K. Han, Mounya Elhilali
Self-Training for Sound Event Detection in Audio Mixtures. ICASSP (2021)
Byeonghak Kim, Murray H. Loew, David K. Han, Hanseok Ko
Deep Clustering for Improved Inter-Cluster Separability and Intra-Cluster Homogeneity with Cohesive Loss. IEICE Trans. Inf. Syst. (5) (2021)
Yifan Jiang, Han Chen, David K. Han, Hanseok Ko
Few-shot Learning for CT Scan based COVID-19 Diagnosis. CoRR (2021)
Youngsaeng Jin, Jonghwan Hong, David K. Han, Hanseok Ko
CPNet: Cross-Parallel Network for Efficient Anomaly Detection. CoRR (2021)
Dongsik Yoon, Youngsaeng Jin, Jeong-gi Kwak, Yuanming Li, David K. Han, Hanseok Ko
Reference Guided Image Inpainting using Facial Attributes. BMVC (2021)
Gwantae Kim, David K. Han, Hanseok Ko
Feedback Module Based Convolution Neural Networks for Sound Event Classification. IEEE Access 9 (2021)
Sanghyun Lee, David K. Han, Hanseok Ko
Fusion-ConvBERT: Parallel Convolution and BERT Fusion for Speech Emotion Recognition. Sensors 20 (22) (2020)
Younglo Lee, Jeongki Min, David K. Han, Hanseok Ko
Spectro-Temporal Attention-Based Voice Activity Detection. IEEE Signal Process. Lett. 27 (2020)
Chao-Yuan Kao, Sangwook Park, Alzahra Badi, David K. Han, Hanseok Ko
Orthogonal Gradient Penalty for Fast Training of Wasserstein GAN Based Multi-Task Autoencoder toward Robust Speech Recognition. IEICE Trans. Inf. Syst. (5) (2020)
Gwantae Kim, Jaihyun Park, Kanghyu Lee, Junyeop Lee, Jeongki Min, Bokyeung Lee, David K. Han, Hanseok Ko
Unsupervised Real-World Super Resolution with Cycle Generative Adversarial Network and Domain Discriminator. CVPR Workshops (2020)
Junyeop Lee, Jaihyun Park, Kanghyu Lee, Jeongki Min, Gwantae Kim, Bokyeung Lee, Bonhwa Ku, David K. Han, Hanseok Ko
FBRNN: feedback recurrent neural network for extreme image super-resolution. CVPR Workshops (2020)
Donghyeon Kim, Jaihyun Park, David K. Han, Hanseok Ko
Dual Stage Learning Based Dynamic Time-Frequency Mask Generation for Audio Event Classification. INTERSPEECH (2020)
Jeong-gi Kwak, David K. Han, Hanseok Ko
CAFE-GAN: Arbitrary Face Attribute Editing with Complementary Attention Feature. CoRR (2020)
Jeong-gi Kwak, David K. Han, Hanseok Ko
CAFE-GAN: Arbitrary Face Attribute Editing with Complementary Attention Feature. ECCV (14) (2020)
Jaihyun Park, David K. Han, Hanseok Ko
Fusion of Heterogeneous Adversarial Networks for Single Image Dehazing. IEEE Trans. Image Process. 29 (2020)
Sangwook Park, Mounya Elhilali, David K. Han, Hanseok Ko
Amphibian Sounds Generating Network Based on Adversarial Learning. IEEE Signal Process. Lett. 27 (2020)
Sangwook Park, David K. Han, Hanseok Ko
Sinusoidal wave generating network based on adversarial learning and its application: synthesizing frog sounds for data augmentation. CoRR (2019)
Sangwook Park, David K. Han, Mounya Elhilali
A Study of a Cross-Language Perception Based on Cortical Analysis Using Biomimetic STRFs. INTERSPEECH (2019)
Donghyeon Kim, David K. Han, Hanseok Ko
Self-Subtraction Network for End to End Noise Robust Classification. AVSS (2019)
Yifan Jiang, David K. Han, Hanseok Ko
Relay dueling network for visual tracking with broad field-of-view. IET Comput. Vis. 13 (7) (2019)
Han Wang, David K. Han, Quan Shi, Hanseok Ko
A Novel Probabilistic Appearance Model for Cigarette Detection Under Illumination Change. ICEIC (2019)
Alzahra Badi, Sangwook Park, David K. Han, Hanseok Ko
Correlation Distance Skip Connection Denoising Autoencoder (CDSK-DAE) for Speech Feature Enhancement. CoRR (2019)
Kyungdeuk Ko, Jaihyun Park, David K. Han, Hanseok Ko
Channel and Frequency Attention Module for Diverse Animal Sound Classification. IEICE Trans. Inf. Syst. (12) (2019)
Sangwook Park, Seongkyu Mun, Younglo Lee, David K. Han, Hanseok Ko
Analysis Acoustic Features for Acoustic Scene Classification and Score fusion of multi-classification systems applied to DCASE 2016 challenge. CoRR (2018)
Jeongseop Yun, Junyeop Lee, Seongkyu Mun, Chul Jin Cho, David K. Han, Hanseok Ko
Image fusion and influence function for performance improvement of ATM vandalism action recognition. AVSS (2018)
Junyeop Lee, Chul Jin Cho, David K. Han, Hanseok Ko
Hierarchical spatial object detection for ATM vandalism surveillance. AVSS (2018)
Cheoljong Yang, David K. Han, Hanseok Ko
Continuous hand gesture recognition based on trajectory shape information. Pattern Recognit. Lett. 99 (2017)
Sangwook Park, Younglo Lee, David K. Han, Hanseok Ko
Subspace projection cepstral coefficients for noise robust acoustic event recognition. ICASSP (2017)
Seongkyu Mun, Minkyu Shin, Suwon Shon, Wooil Kim, David K. Han, Hanseok Ko
DNN Transfer Learning Based Non-Linear Feature Extraction for Acoustic Event Classification. IEICE Trans. Inf. Syst. (9) (2017)
Seongkyu Mun, Minkyu Shin, Suwon Shon, Wooil Kim, David K. Han, Hanseok Ko
DNN Transfer Learning based Non-linear Feature Extraction for Acoustic Event Classification. CoRR (2017)
Han Wang, Sangmin Yoon, David K. Han, Hanseok Ko
A feature descriptor based on the local patch clustering distribution for illumination-robust image matching. Pattern Recognit. Lett. 94 (2017)
Jaeyong Ju, Daehun Kim, Bonhwa Ku, David K. Han, Hanseok Ko
Online multi-person tracking with two-stage data association and online appearance model learning. IET Comput. Vis. 11 (1) (2017)
Dubok Park, David K. Han, Hanseok Ko
Enhancing Underwater Color Images via Optical Imaging Model and Non-Local Means Denoising. IEICE Trans. Inf. Syst. (7) (2017)
Seongkyu Mun, Suwon Shon, Wooil Kim, David K. Han, Hanseok Ko
Deep Neural Network based learning and transferring mid-level audio features for acoustic scene classification. ICASSP (2017)
Minkyu Shin, Seongkyu Mun, David K. Han, Hanseok Ko
New Generalized Sidelobe Canceller with Denoising Auto-Encoder for Improved Speech Enhancement. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (12) (2017)
Seongkyu Mun, Suwon Shon, Wooil Kim, David K. Han, Hanseok Ko
A Novel Discriminative Feature Extraction for Acoustic Scene Classification Using RNN Based Source Separation. IEICE Trans. Inf. Syst. (12) (2017)
Daehun Kim, Bonhwa Ku, David K. Han, Hanseok Ko
License Plate Detection and Character Segmentation Using Adaptive Binarization Based on Superpixels under Illumination Change. IEICE Trans. Inf. Syst. (6) (2017)
Seongkyu Mun, Sangwook Park, David K. Han, Hanseok Ko
Generative Adversarial Network Based Acoustic Scene Training Set Augmentation and Selection Using SVM Hyper-Plane. DCASE (2017)
Minjae Kim, David K. Han, Hanseok Ko
Joint patch clustering-based dictionary learning for multimodal image fusion. Inf. Fusion 27 (2016)
Suwon Shon, Seongkyu Mun, David K. Han, Hanseok Ko
Non-negative matrix factorization-based subband decomposition for acoustic source localization. CoRR (2016)
Han Wang, Dubok Park, David K. Han, Hanseok Ko
Top-view people detection based on multiple subarea pose models for smart home system. ICCE (2016)
Dubok Park, David K. Han, Hanseok Ko
Nighttime image dehazing with local atmospheric light and weighted entropy. ICIP (2016)
Seong Jae Lee, Sunmee Kang, David K. Han, Hanseok Ko
Dialogue enabling speech-to-text user assistive agent system for hearing-impaired person. Medical Biol. Eng. Comput. 54 (6) (2016)
Dubok Park, David K. Han, Hanseok Ko
Enhancing underwater color images of diving mask mounted digital camera via non-local means denoising. ICCE (2016)
Jaeyong Ju, Daehun Kim, Bonhwa Ku, Hanseok Ko, David K. Han
Online Multi-object Tracking Based on Hierarchical Association Framework. CVPR Workshops (2016)
Minjae Kim, Dubok Park, David K. Han, Hanseok Ko
A novel approach for denoising and enhancement of extremely low-light video. IEEE Trans. Consumer Electron. 61 (1) (2015)
Woohyun Choi, Sangwook Park, David K. Han, Hanseok Ko
Acoustic event recognition using dominant spectral basis vectors. INTERSPEECH (2015)
Suwon Shon, Seongkyu Mun, David K. Han, Hanseok Ko
Maximum likelihood Linear Dimension Reduction of heteroscedastic feature for robust Speaker Recognition. AVSS (2015)
Jaeyong Ju, Bonhwa Ku, Daehun Kim, Taeyup Song, David K. Han, Hanseok Ko
Online multi-person tracking for intelligent video surveillance systems. ICCE (2015)
Sangwook Park, Woohyun Choi, David K. Han, Hanseok Ko
Acoustic event filterbank for enabling robust event recognition by cleaning robot. IEEE Trans. Consumer Electron. 61 (2) (2015)
Kyungsun Lee, Min-Seok Keum, David K. Han, Hanseok Ko
Visual Speech Recognition Using Weighted Dynamic Time Warping. IEICE Trans. Inf. Syst. (7) (2015)
Zaur Fataliyev, David K. Han, Yadigar N. Imamverdiyev, Hanseok Ko
Video summarization based on extracted key position of spotted objects. ICCE (2015)
Kyungsun Lee, Taeyup Song, Sungsoo Kim, David K. Han, Hanseok Ko
Robust visual voice activity detection using local variance histogram in vehicular environments. ICCE (2015)
Sungkyu Moon, Suwon Shon, Wooil Kim, David K. Han
Generalized cross-correlation based noise robust abnormal acoustic event localization utilizing non-negative matrix factorization. AVSS (2014)
Dubok Park, Hyungjo Park, David K. Han, Hanseok Ko
Single image dehazing with image entropy and information fidelity. ICIP (2014)
Sangwook Park, Jinsang Rho, Minkyu Shin, David K. Han, Hanseok Ko
Acoustic feature extraction for robust event recognition on cleaning robot platform. ICCE (2014)
Jounghoon Beh, David K. Han, Ramani Durasiwami, Hanseok Ko
Hidden Markov Model on a unit hypersphere space for gesture trajectory recognition. Pattern Recognit. Lett. 36 (2014)
Jinsoo Park, Wooil Kim, David K. Han, Hanseok Ko
Pre-Filtering Algorithm for Dual-Microphone Generalized Sidelobe Canceller Using General Transfer Function. IEICE Trans. Inf. Syst. (9) (2014)
Hyungjo Park, Dubok Park, David K. Han, Hanseok Ko
Single image haze removal using novel estimation of atmospheric light and transmission. ICIP (2014)
Jounghoon Beh, David K. Han, Hanseok Ko
Rule-based trajectory segmentation for modeling hand motion trajectory. Pattern Recognit. 47 (4) (2014)
Minjae Kim, Dubok Park, David K. Han, Hanseok Ko
A novel framework for extremely low-light video enhancement. ICCE (2014)
Dubok Park, Minjae Kim, Bonhwa Ku, Sangmin Yoon, David K. Han
Image enhancement for extremely low light conditions. AVSS (2014)
Minjae Kim, David K. Han, Hanseok Ko
Multimodal image fusion via sparse representation with local patch dictionaries. ICIP (2013)
Suwon Shon, David K. Han, Hanseok Ko
Abnormal acoustic event localization based on selective frequency bin in high noise environment for audio surveillance. AVSS (2013)
Dubok Park, David K. Han, Changwon Jeon, Hanseok Ko
Fast Single Image De-Hazing Using Characteristics of RGB Channel of Foggy Image. IEICE Trans. Inf. Syst. (8) (2013)
Younghyun Lee, David K. Han, Hanseok Ko
Acoustic signal based abnormal event detection in indoor environment using multiclass adaboost. IEEE Trans. Consumer Electron. 59 (3) (2013)
Dubok Park, David K. Han, Hanseok Ko
Single image haze removal with WLS-based edge-preserving smoothing filter. ICASSP (2013)
Younghyun Lee, Hanseok Ko, David K. Han
Acoustic signal based abnormal event detection system with multiclass adaboost. ICCE (2013)
Jeongmin Bae, Bonhwa Ku, David K. Han, Hanseok Ko
Combining Infrared and Visible Images Using Novel Transform and Statistical Information. AVSS (2012)
Younghyun Lee, Kwangyoun Kim, David K. Han, Hanseok Ko
Acoustic and visual signal based violence detection system for indoor security application. ICCE (2012)
Suwon Shon, David K. Han, Jounghoon Beh, Hanseok Ko
Full Azimuth Multiple Sound Source Localization with 3-Channel Microphone Array. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (4) (2012)
Cheoljong Yang, Yujeong Jang, Jounghoon Beh, David K. Han, Hanseok Ko
Gesture recognition using depth-based hand tracking for contactless controller application. ICCE (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

David K. Han