Bumshik Lee

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 42

Top Topics

Convolutional Neural Network

Top Venues

IEEE Trans. Multim.

IEEE Trans. Circuits Syst. Video Technol.

Publications

Myung Han Hyun, Bumshik Lee, Munchurl Kim
A VVC Intra Rate Control With Small Bit Fluctuations Using a Lagrange Multiplier Adjustment. IEEE Trans. Multim. 26 (2024)
Muhammad Shafqat Ali, Muhammad Azhar, Saba Masood, Bumshik Lee, Tanzeela Iqbal, Adeen Amjad
Efficient Video Summarization with Hydra Attentive Vision Transformer. FIT (2023)
Sohail Zia, Muhammad Azhar, Bumshik Lee, Adnan Tahir, Javed Ferzund, Fozia Murtaza, Moazam Ali
Recognition of printed Urdu script in Nastaleeq font by using CNN-BiGRU-GRU Based Encoder-Decoder Framework. Intell. Syst. Appl. 18 (2023)
Afnan Ghafoor, Seong-Yong Moon, Bumshik Lee
Multiclass Segmentation using Teeth Attention Modules for Dental X-ray Images. CoRR (2023)
Khadim Hussain, Muhammad Azhar, Bumshik Lee, Asma Iqbal, Muhammad Affan, Sajid Ullah Khan
ASAnalyzer: Attention based Sentiment analyzer for Real-world Sentiment Analysis. FIT (2023)
Jae Young Choi, Bumshik Lee
Combining Deep Convolutional Neural Networks With Stochastic Ensemble Weight Optimization for Facial Expression Recognition in the Wild. IEEE Trans. Multim. 25 (2023)
Shivarama Holla K., No Kap Park, Bumshik Lee
EFID: Edge-Focused Image Denoising Using a Convolutional Neural Network. IEEE Access 11 (2023)
Arshiana Shamir, No Kap Park, Bumshik Lee
BOLD-net: Brightness enhancement for old images using deep curve estimation and attention modules. Eng. Appl. Artif. Intell. 126 (2023)
Afnan Ghafoor, Seong-Yong Moon, Bumshik Lee
Multiclass Segmentation Using Teeth Attention Modules for Dental X-Ray Images. IEEE Access 11 (2023)
Hamza Shafiq, Bumshik Lee
Image Colorization Using Color-Features and Adversarial Learning. IEEE Access 11 (2023)
Chaitra Dayananda, Nagaraj Yamanakkanavar, Truong Nguyen, Bumshik Lee
AMCC-Net: An asymmetric multi-cross convolution for skin lesion segmentation on dermoscopic images. Eng. Appl. Artif. Intell. 122 (2023)
Sadat Hossain, Bumshik Lee
NG-GAN: A Robust Noise-Generation Generative Adversarial Network for Generating Old-Image Noise. Sensors 23 (1) (2023)
Nagaraj Yamanakkanavar, Jae Young Choi, Bumshik Lee
SM-SegNet: A Lightweight Squeeze M-SegNet for Tissue Segmentation in Brain MRI Scans. Sensors 22 (14) (2022)
Nagaraj Yamanakkanavar, Bumshik Lee
MF2-Net: A multipath feature fusion network for medical image segmentation. Eng. Appl. Artif. Intell. 114 (2022)
Chaitra Dayananda, Jae Young Choi, Bumshik Lee
A Squeeze U-SegNet Architecture Based on Residual Convolution for Brain MRI Segmentation. IEEE Access 10 (2022)
K. Shivarama Holla, Bumshik Lee
Convolutional Residual Blocks With Edge Guidance for Image Denoising. ICTC (2022)
Arshiana Shamir, Bumshik Lee
Estimating Deep Curve and Illumination Maps for Old Image Brightness Enhancement. ICTC (2022)
Nagaraj Yamanakkanavar, Jae Young Choi, Bumshik Lee
Multiscale and Hierarchical Feature-Aggregation Network for Segmenting Medical Images. Sensors 22 (9) (2022)
Myung Han Hyun, Bumshik Lee, Munchurl Kim
A Novel Rate and Distortion Estimation Method Using Particle Filtering Based Prediction for Intra-Predictive Coding of Deep Block Partitioning Structures. IEEE Trans. Circuits Syst. Video Technol. 31 (2) (2021)
Chanjun Chun, Kwang Myung Jeon, Chaejun Leem, Bumshik Lee, Wooyeol Choi
Comparison of CNN-based Speech Dereverberation using Neural Vocoder. ICAIIC (2021)
Chaitra Dayananda, Wonsang You, Jae Young Choi, Bumshik Lee
Skin lesion segmentation in dermoscopic images using CNN architecture. ICTC (2021)
Nagaraj Yamanakkanavar, Bumshik Lee
A novel M-SegNet with global attention CNN architecture for automatic segmentation of brain MRI. Comput. Biol. Medicine 136 (2021)
Kyeong Tae Kim, Bumshik Lee, Jae Young Choi
3D-2D deep convolutional neural network (DCNN) Cascade for robust video face identification. Multim. Tools Appl. 80 (3) (2021)
Chaitra Dayananda, Jae-Young Choi, Bumshik Lee
Multi-Scale Squeeze U-SegNet with Multi Global Attention for Brain MRI Segmentation. Sensors 21 (10) (2021)
Myung Han Hyun, Bumshik Lee, Munchurl Kim
A Frame-Level Constant Bit-Rate Control Using Recursive Bayesian Estimation for Versatile Video Coding. IEEE Access 8 (2020)
Nagaraj Yamanakkanavar, Jae Young Choi, Bumshik Lee
MRI Segmentation and Classification of Human Brain Using Deep Learning for Diagnosis of Alzheimer's Disease: A Survey. Sensors 20 (11) (2020)
Jae Young Choi, Bumshik Lee
Combining of Multiple Deep Networks via Ensemble Generalization Loss, Based on MRI Images, for Alzheimer's Disease Classification. IEEE Signal Process. Lett. 27 (2020)
Ijaz Ahmad, Bumshik Lee, Seokjoo Shin
Analysis of Chinese Remainder Theorem for Data Compression. ICOIN (2020)
Sarala Ghimire, Jae Young Choi, Bumshik Lee
Using Blockchain for Improved Video Integrity Verification. IEEE Trans. Multim. 22 (1) (2020)
Sarala Ghimire, Bumshik Lee
A data integrity verification method for surveillance video system. Multim. Tools Appl. 79 (41-42) (2020)
Jae Young Choi, Bumshik Lee
Ensemble of Deep Convolutional Neural Networks With Gabor Face Representations for Face Recognition. IEEE Trans. Image Process. 29 (2020)
Nagaraj Yamanakkanavar, Bumshik Lee
Using a Patch-Wise M-Net Convolutional Neural Network for Tissue Segmentation in Brain MRI Images. IEEE Access 8 (2020)
Abol Basher, Kyu Yeong Choi, Jang Jae Lee, Bumshik Lee, Byeong C. Kim, Kun Ho Lee, Ho Yub Jung
Hippocampus Localization Using a Two-Stage Ensemble Hough Convolutional Neural Network. IEEE Access 7 (2019)
Bijen Khagi, Bumshik Lee, Jae-Young Pyun, Goo-Rak Kwon
CNN Models Performance Analysis on MRI images of OASIS dataset for distinction between Healthy and Alzheimer's patient. ICEIC (2019)
Woon-Sung Park, Bumshik Lee, Munchurl Kim
Fast Computation of Integer DCT-V, DCT-VIII, and DST-VII for Video Coding. IEEE Trans. Image Process. 28 (12) (2019)
Bumshik Lee, Waqas Ellahi, Jae Young Choi
Using Deep CNN with Data Permutation Scheme for Classification of Alzheimer's Disease in Structural Magnetic Resonance Imaging (sMRI). IEICE Trans. Inf. Syst. (7) (2019)
Muhammad Ammar Malik, Jae Young Choi, Moonsoo Kang, Bumshik Lee
Improved Majority Filtering Algorithm for Cleaning Class Label Noise in Supervised Learning. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (11) (2019)
Bumshik Lee, Jae Young Choi
A Rate Perceptual-Distortion Optimized Video Coding HEVC. IEICE Trans. Inf. Syst. (12) (2018)
Yung Hsuan Chao, Hilmi E. Egilmez, Antonio Ortega, Sehoon Yea, Bumshik Lee
Edge adaptive graph-based transforms: Comparison of step/ramp edge models for video compression. ICIP (2016)
Bumshik Lee, Jaehong Jung, Munchurl Kim
An All-Zero Block Detection Scheme for Low-Complexity HEVC Encoders. IEEE Trans. Multim. 18 (7) (2016)
Hilmi E. Egilmez, Yung Hsuan Chao, Antonio Ortega, Bumshik Lee, Sehoon Yea
GBST: Separable transforms based on line graphs for predictive video coding. ICIP (2016)
Bumshik Lee, Munchurl Kim
A CU-Level Rate and Distortion Estimation Scheme for RDO of Hardware-Friendly HEVC Encoders Using Low-Complexity Integer DCTs. IEEE Trans. Image Process. 25 (8) (2016)
Sangsoo Ahn, Bumshik Lee, Munchurl Kim
A Novel Fast CU Encoding Scheme Based on Spatiotemporal Encoding Parameters for HEVC Inter Coding. IEEE Trans. Circuits Syst. Video Technol. 25 (3) (2015)
Bumshik Lee, Munchurl Kim, Truong Q. Nguyen
A Frame-Level Rate Control Scheme Based on Texture and Nontexture Rate Models for High Efficiency Video Coding. IEEE Trans. Circuits Syst. Video Technol. 24 (3) (2014)
Bumshik Lee, Munchurl Kim, Hui Yong Kim, Jin Soo Choi
Performance analysis of hierarchical transform coding with a large kernel for video codecs. IET Image Process. 8 (1) (2014)
Bumshik Lee, Munchurl Kim
No-Reference PSNR Estimation for HEVC Encoded Video. IEEE Trans. Broadcast. 59 (1) (2013)
Bumshik Lee, Sangsoo Ahn, Munchurl Kim
A novel distortion model for quadtree coding in high efficiency video coding. Visual Information Processing and Communication (2012)
Bumshik Lee, Munchurl Kim
An Efficient Inter-Prediction Mode Decision Method for Temporal Scalability Coding With Hierarchical B-Picture Structure. IEEE Trans. Broadcast. 58 (2) (2012)
Bumshik Lee, Munchurl Kim
Modeling Rates and Distortions Based on a Mixture of Laplacian Distributions for Inter-Predicted Residues in Quadtree Coding of HEVC. IEEE Signal Process. Lett. 18 (10) (2011)
Bumshik Lee, Munchurl Kim
A Low Complexity Mode Decision Method for Spatial Scalability Coding. IEEE Trans. Circuits Syst. Video Technol. 21 (1) (2011)
Bumshik Lee, Jae-il Kim, Sangsoo Ahn, Munchurl Kim, Hui Yong Kim, Jong-Ho Kim, Jin Soo Choi
A hierarchical variable-sized block transform coding scheme for coding efficiency improvement on H.264/AVC. PCS (2010)
Bumshik Lee, Sangsoo Ahn, Munchurl Kim, Hui Yong Kim, Jong-Ho Kim, Seyoon Jeong
Variable block size transforms with higher order kernels for ultra-high definition video coding. Visual Information Processing and Communication (2010)
Jeongyeon Lim, Munjo Kim, Bumshik Lee, Munchurl Kim, Heekyung Lee, Hankyu Lee
A target advertisement system based on TV viewer's profile reasoning. Multim. Tools Appl. 36 (1-2) (2008)