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ORCIDLi-Wei Kang
Person information
- affiliation: National Taiwan Normal University, Taipei, Taiwan
- affiliation (former): Academia Sinica, Taipei, Taiwan
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2020 – today
- 2025
[i3]Chia-Ming Lee, Yu-Fan Lin, Yu-Hao Ho, Li-Wei Kang, Chih-Chung Hsu:
HyFusion: Enhanced Reception Field Transformer for Hyperspectral Image Fusion. CoRR abs/2501.04665 (2025)- [i2]Chia-Ming Lee, Yu-Fan Lin, Li-Wei Kang, Chih-Chung Hsu:
Robust Hyperspectral Image Panshapring via Sparse Spatial-Spectral Representation. CoRR abs/2501.07953 (2025) - 2024
- [j31]Chia-Hung Yeh
, Hsin-Fu Yang, Mei-Juan Chen, Li-Wei Kang:
Image inpainting based on GAN-driven structure- and texture-aware learning with application to object removal. Appl. Soft Comput. 161: 111748 (2024) - [j30]Chia-Hung Yeh, Zhi-Xiang Zhan, Li-Wei Kang:
Two-stage deep image restoration network with application to single image shadow removal. Appl. Soft Comput. 167: 112315 (2024) - [j29]Chia-Hung Yeh, Hsin-Fu Yang, Yu-Yang Lin, Wan-Jen Huang, Feng-Hsu Tsai, Li-Wei Kang:
Fine-grained video super-resolution via spatial-temporal learning and image detail enhancement. Eng. Appl. Artif. Intell. 131: 107789 (2024) - [c65]Jing-Hung Hu, Li-Wei Kang, Pao-Chi Chang:
PADU-Net: Parallel Attention-based Dual U-Net for Retinal Vessel Segmentation. GCCE 2024: 152-153 - [c64]Wang-Han Lee, Pin-Tzu Huang, Li-Wei Kang:
Transformer-based Inverse Halftoning with Attention Mechanism for Halftone Image Reconstruction. GCCE 2024: 1189-1190 - [i1]Chih-Chung Hsu, Chih-Chien Ni, Chia-Ming Lee, Li-Wei Kang:
CSAKD: Knowledge Distillation with Cross Self-Attention for Hyperspectral and Multispectral Image Fusion. CoRR abs/2406.19666 (2024) - 2023
- [j28]Zong-Yue Deng, Hsin-Han Chiang, Li-Wei Kang, Hsiao-Chi Li:
A lightweight deep learning model for real-time face recognition. IET Image Process. 17(13): 3869-3883 (2023) - [j27]Chih-Chung Hsu, Li-Wei Kang, Shih-Yu Chen, I-Shan Wang, Ching-Hao Hong, Chuan-Yu Chang:
Deep learning-based vehicle trajectory prediction based on generative adversarial network for autonomous driving applications. Multim. Tools Appl. 82(7): 10763-10780 (2023) - [c63]Kuan-Hua Huang, Li-Wei Kang:
Learning Single Image Rain Streak Removal Based on Deep Attention Mechanism. APSIPA ASC 2023: 365-372 - [c62]Chang-De Peng, Li-Wei Kang:
AnimeTransGAN: Animation Image Super-Resolution Transformer via Deep Generative Adversarial Network. GCCE 2023: 250-251 - [c61]Yi-Hung Sung, Li-Wei Kang, Chia-Hung Yeh:
Single Underwater Image Restoration via Unsupervised Generative Adversarial Network and Contrastive Learning. ICCE-Taiwan 2023: 853-854 - 2022
- [j26]Chia-Hung Yeh, Chu-Han Lin, Li-Wei Kang, Chih-Hsiang Huang, Min-Hui Lin, Chuan-Yu Chang, Chua-Chin Wang:
Lightweight Deep Neural Network for Joint Learning of Underwater Object Detection and Color Conversion. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6129-6143 (2022) - [c60]Hong-Xian Tsai, Li-Wei Kang:
Cross Domain Deep Learning for Noise Removal from LDCT Images. ICCE-TW 2022: 475-476 - [c59]Hong-Xian Tsai, Li-Wei Kang:
Unsupervised Cross Domain Learning for Noise Removal from a Single Image. IST 2022: 1-5 - 2021
- [j25]Chia-Hung Yeh, Chu-Han Lin, Min-Hui Lin, Li-Wei Kang, Chih-Hsiang Huang, Mei-Juan Chen:
Deep learning-based compressed image artifacts reduction based on multi-scale image fusion. Inf. Fusion 67: 195-207 (2021) - [c58]Chia-Hung Yeh, Daniel Chiu, Li-Wei Kang, Chih-Chung Hsu, Chen Lo:
Generative Adversarial Networks-based Face Hallucination with Identity-Preserving. ICCE-TW 2021: 1-2 - 2020
- [j24]Chia-Hung Yeh, Min-Hui Lin, Po-Chao Chang, Li-Wei Kang:
Enhanced Visual Attention-Guided Deep Neural Networks for Image Classification. IEEE Access 8: 163447-163457 (2020) - [j23]Chia-Hung Yeh, Chih-Hsiang Huang, Li-Wei Kang:
Multi-Scale Deep Residual Learning-Based Single Image Haze Removal via Image Decomposition. IEEE Trans. Image Process. 29: 3153-3167 (2020) - [j22]Chih-Yang Lin, Zhuang Tao, Ai-Sheng Xu, Li-Wei Kang, Fityanul Akhyar:
Sequential Dual Attention Network for Rain Streak Removal in a Single Image. IEEE Trans. Image Process. 29: 9250-9265 (2020) - [c57]Guan-Xin Zeng, Yu-Hong Hou, Po-Chyi Su, Li-Wei Kang:
Scene Text-Line Extraction with Fully Convolutional Network and Refined Proposals. APSIPA 2020: 1247-1251 - [c56]Li-Wei Kang, Chen Lo, Chia-Hung Yeh:
Deep Learning-based Moiré Pattern Removal from a Single Image: A Survey and Comparative Study. ICCE-TW 2020: 1-2
2010 – 2019
- 2019
- [j21]Chih-Yang Lin, Li-Wei Kang, Tsung-Yi Huang, Min-Kuan Chang:
A novel non-negative matrix factorization technique for decomposition of Chinese characters with application to secret sharing. EURASIP J. Adv. Signal Process. 2019: 35 (2019) - [c55]Min-Hui Lin, Chia-Hung Yeh, Chu-Han Lin, Chih-Hsiang Huang, Li-Wei Kang:
Deep Multi-Scale Residual Learning-based Blocking Artifacts Reduction for Compressed Images. AICAS 2019: 18-19 - [c54]Li-Wei Kang, I-Shan Wang, Ke-Lin Chou, Shih-Yu Chen, Chuan-Yu Chang:
Image-Based Real-Time Fire Detection using Deep Learning with Data Augmentation for Vision-Based Surveillance Applications. AVSS 2019: 1-4 - [c53]Chih-Chung Hsu, Li-Wei Kang, Chia-Yen Lee, Jun-Yi Lee, Zhong-Xuan Zhang, Shao-Min Wu:
Popularity Prediction of Social Media based on Multi-Modal Feature Mining. ACM Multimedia 2019: 2687-2691 - 2018
- [j20]Chia-Hung Yeh, Wen-Yu Tseng, Li-Wei Kang, Cheng-Wei Lee, Kahlil Muchtar, Mei-Juan Chen:
Coding unit complexity-based predictions of coding unit depth and prediction unit mode for efficient HEVC-to-SHVC transcoding with quality scalability. J. Vis. Commun. Image Represent. 55: 342-351 (2018) - [c52]Chia-Hung Yeh, Chih-Hsiang Huang, Li-Wei Kang, Min-Hui Lin:
Single Image Dehazing via Deep Learning-based Image Restoration. APSIPA 2018: 1609-1615 - [c51]Li-Wei Kang, You-Ting Chen, Wei-Chen Jhong, Chao-Yung Hsu:
Deep Learning-Based Identification of Steel Products. IIH-MSP (2) 2018: 315-323 - [c50]Li-Wei Kang, Tian-Zheng Feng, Ru-Hong Fu:
Inception Network-Based Weather Image Classification with Pre-filtering Process. ICS 2018: 368-375 - 2017
- [c49]Zheng-Teng Zhang, Chia-Hung Yeh, Li-Wei Kang, Min-Hui Lin:
Efficient CTU-based intra frame coding for HEVC based on deep learning. APSIPA 2017: 661-664 - [c48]Chao-Yung Hsu, Li-Wei Kang, Teng-Yi You, Wei-Chen Jhong:
Vision-Based Automatic Identification Tracking of Steel Products for Intelligent Steel Manufacturing. ISM 2017: 376-377 - 2016
- [c47]Chih-Yang Lin, Shang-Ming Wang, Jia-Wei Hong, Li-Wei Kang, Chung-Lin Huang:
Vision-Based Fall Detection through Shape Features. BigMM 2016: 237-240 - 2015
- [j19]Chih-Chung Hsu, Li-Wei Kang, Chia-Wen Lin:
Temporally Coherent Superresolution of Textured Video via Dynamic Texture Synthesis. IEEE Trans. Image Process. 24(3): 919-931 (2015) - [j18]Li-Wei Kang, Chih-Chung Hsu, Boqi Zhuang, Chia-Wen Lin, Chia-Hung Yeh:
Learning-Based Joint Super-Resolution and Deblocking for a Highly Compressed Image. IEEE Trans. Multim. 17(7): 921-934 (2015) - [c46]Vivian Yang, Jia-Ying Lin, Kyle Shih-Huang Lo, Chia-Hung Yeh, Chia-Chen Kuo, Li-Wei Kang:
Power saving on mobile devices through contrast-aware backlight control. APSIPA 2015: 946-951 - [c45]Li-Wei Kang, Ming-Fang Weng, Chao-Long Jheng, Ching-Yu Tseng, Sudhish Kasaba Ramesh, Ankit Gureja, Huan-Cheng Hsu, Chia-Hung Yeh:
Content-aware Image Retargeting for Image Display on Foldable Mobile Devices. FNC/MobiSPC 2015: 104-110 - [c44]Yu-Shen Ho, Ruay-Lien Ma, Cheng-En Sung, I-Chen Tsai, Li-Wei Kang, Chia-Mu Yu:
Deterministic detection of node replication attacks in sensor networks. ICCE-TW 2015: 468-469 - [c43]Jun-Ying Li, Li-Wei Kang, Chia-Ming Tsai, Chia-Wen Lin:
Learning-based movie summarization via role-community analysis and feature fusion. MMSP 2015: 1-6 - 2014
- [j17]Chia-Hung Yeh, Chih-Yang Lin, Kahlil Muchtar, Li-Wei Kang:
Real-time background modeling based on a multi-level texture description. Inf. Sci. 269: 106-127 (2014) - [j16]Chia-Hung Yeh, Li-Wei Kang, Yi-Wen Chiou, Chia-Wen Lin, Shu-Jhen Fan-Jiang:
Self-learning-based post-processing for image/video deblocking via sparse representation. J. Vis. Commun. Image Represent. 25(5): 891-903 (2014) - [j15]Duan-Yu Chen, Chien-Cheng Chen, Li-Wei Kang:
Visual Depth Guided Color Image Rain Streaks Removal Using Sparse Coding. IEEE Trans. Circuits Syst. Video Technol. 24(8): 1430-1455 (2014) - [j14]De-An Huang, Li-Wei Kang, Yu-Chiang Frank Wang, Chia-Wen Lin:
Self-Learning Based Image Decomposition With Applications to Single Image Denoising. IEEE Trans. Multim. 16(1): 83-93 (2014) - [c42]Li-Wei Kang, Chia-Hung Yeh, Duan-Yu Chen, Chia-Tsung Lin:
Self-learning-based signal decomposition for multimedia applications: A review and comparative study. APSIPA 2014: 1-9 - [c41]Jou-Ken Hsiao, Li-Wei Kang, Ching-Long Chang, Chao-Yung Hsu, Chia-Yen Chen:
Learning sparse representation for leaf image recognition. ICCE-TW 2014: 209-210 - [c40]Chia-Mu Yu, Li-Wei Kang:
Sensor localization via robust principle component analysis. ICCE-TW 2014: 215-216 - [c39]Pin-Hsian Liu, Chih-Yang Lin, Chia-Hung Yeh, Li-Wei Kang, Kyle Shih-Huang Lo, Tai-Hwei Hwang, Chia-Chen Kuo:
Rain Removal Using Single Image based on Non-negative Matrix Factorization. ICS 2014: 1137-1146 - [c38]Chao-Yung Hsu, Li-Wei Kang, Chih-Yang Lin, Chia-Hung Yeh, Chia-Tsung Lin:
Vision-based Detection of Steel Billet Surface Defects via Fusion of Multiple Image Features. ICS 2014: 1239-1247 - [c37]Chih-Chung Hsu, Li-Wei Kang, Chia-Wen Lin:
Video super-resolution via dynamic texture synthesis. MMSP 2014: 1-6 - 2013
- [j13]Chih-Yang Lin, Li-Wei Kang, Jau-Hong Kao, Chun-Shien Lu, Yi-Ta Wu:
Multi-camera invariant appearance modeling for non-rigid object identification in a real-time environment. J. Vis. Commun. Image Represent. 24(6): 717-728 (2013) - [j12]Chia-Ming Tsai, Li-Wei Kang, Chia-Wen Lin, Weisi Lin:
Scene-Based Movie Summarization Via Role-Community Networks. IEEE Trans. Circuits Syst. Video Technol. 23(11): 1927-1940 (2013) - [c36]Chih-Yi Chiu, Yi-Cheng Jhuang, Guei-Wun Han, Li-Wei Kang:
Near-duplicate subsequence matching for video streams. APSIPA 2013: 1-4 - [c35]Kahlil Muchtar, Chih-Yang Lin, Li-Wei Kang, Chia-Hung Yeh:
Abandoned object detection in complicated environments. APSIPA 2013: 1-6 - [c34]Chia-Wen Lin, Chia-Ming Tsai, Po-Chun Chen, Li-Wei Kang:
Low-overhead content-adaptive spatial scalability for scalable video coding. ChinaSIP 2013: 235-239 - [c33]Chun-Wei Lu, Chih-Yang Lin, Chao-Yung Hsu, Ming-Fang Weng, Li-Wei Kang, Hong-Yuan Mark Liao:
Identification and tracking of players in sport videos. ICIMCS 2013: 113-116 - [c32]Wen-Sheng Tseng, Lun-Kai Hsu, Li-Wei Kang, Yu-Chiang Frank Wang:
Cross-view action recognition via low-rank based domain adaptation. ICIP 2013: 3244-3248 - [c31]Chao-Yung Hsu, Li-Wei Kang, Hong-Yuan Mark Liao:
Cross-camera vehicle tracking via affine invariant object matching for video forensics applications. ICME 2013: 1-6 - [c30]Lun-Kai Hsu, Wen-Sheng Tseng, Li-Wei Kang, Yu-Chiang Frank Wang:
Seeing through the expression: Bridging the gap between expression and emotion recognition. ICME 2013: 1-6 - [c29]Chao-Yung Hsu, Chih-Yang Lin, Li-Wei Kang, Hong-Yuan Mark Liao:
Cross-camera complementary vehicle matching via feature expandsion for video forensics. ISCE 2013: 211-212 - [c28]Li-Wei Kang, Bo-Chi Chuang, Chih-Chung Hsu, Chia-Wen Lin, Chia-Hung Yeh:
Self-learning-based single image super-resolution of a highly compressed image. MMSP 2013: 224-229 - [c27]Jyh-Da Wei, Yu-Ju Lin, Yi-Jing Wu, Li-Wei Kang:
A patch analysis approach for seam-carved image detection. SIGGRAPH Posters 2013: 54 - 2012
- [j11]Li-Wei Kang, Chun-Shien Lu, Chih-Yang Lin:
Low-complexity video coding via power-rate-distortion optimization. J. Vis. Commun. Image Represent. 23(3): 569-585 (2012) - [j10]Chih-Yang Lin, Panyaporn Prangjarote, Li-Wei Kang, Wei-Lun Huang, Tzung-Her Chen:
Joint fingerprinting and decryption with noise-resistant for vector quantization images. Signal Process. 92(9): 2159-2171 (2012) - [j9]Li-Wei Kang, Chia-Wen Lin, Yu-Hsiang Fu:
Automatic Single-Image-Based Rain Streaks Removal via Image Decomposition. IEEE Trans. Image Process. 21(4): 1742-1755 (2012) - [c26]Shu-Jhen Fan-Jiang, Kahlil Muchtar, Chih-Yang Lin, Li-Wei Kang, Chia-Hung Yeh:
Background subtraction by modeling pixel and neighborhood information. APSIPA 2012: 1-5 - [c25]Panyaporn Prangjarote, Chih-Yang Lin, Li-Wei Kang, Chia-Hung Yeh:
Joint Fingerprinting and Decryption for VQ Images through Bipartite Matching. ICGEC 2012: 27-30 - [c24]De-An Huang, Li-Wei Kang, Min-Chun Yang, Chia-Wen Lin, Yu-Chiang Frank Wang:
Context-Aware Single Image Rain Removal. ICME 2012: 164-169 - [c23]Li-Wei Kang, Chia-Wen Lin, Che-Tsung Lin, Yu-Chen Lin:
Self-learning-based rain streak removal for image/video. ISCAS 2012: 1871-1874 - [c22]Duan-Yu Chen, Chien-Cheng Chen, Li-Wei Kang:
Visual depth guided image rain streaks removal via sparse coding. ISPACS 2012: 151-156 - [c21]Yi-Wen Chiou, Chia-Hung Yeh, Li-Wei Kang, Chia-Wen Lin, Shu-Jhen Fan-Jiang:
Efficient image/video deblocking via sparse representation. VCIP 2012: 1-6 - [c20]Chih-Yun Tsai, De-An Huang, Min-Chun Yang, Li-Wei Kang, Yu-Chiang Frank Wang:
Context-aware single image super-resolution using locality-constrained group sparse representation. VCIP 2012: 1-6 - 2011
- [j8]Li-Wei Kang, Chao-Yung Hsu, Hung-Wei Chen, Chun-Shien Lu, Chih-Yang Lin, Soo-Chang Pei:
Feature-Based Sparse Representation for Image Similarity Assessment. IEEE Trans. Multim. 13(5): 1019-1030 (2011) - [c19]Yu-Hsiang Fu, Li-Wei Kang, Chia-Wen Lin, Chiou-Ting Hsu:
Single-frame-based rain removal via image decomposition. ICASSP 2011: 1453-1456 - [c18]Li-Wei Kang, Chih-Yang Lin, Hung-Wei Chen, Chia-Mu Yu, Chun-Shien Lu, Chao-Yung Hsu, Soo-Chang Pei:
Secure transcoding for compressive multimedia sensing. ICIP 2011: 917-920 - [c17]Chun-Yu Lin, Chih-Chung Hsu, Chia-Wen Lin, Li-Wei Kang:
Fast deconvolution-based image super-resolution using gradient prior. VCIP 2011: 1-4 - 2010
- [c16]Li-Wei Kang, Chao-Yung Hsu, Hung-Wei Chen, Chun-Shien Lu:
Secure SIFT-based sparse representation for image copy detection and recognition. ICME 2010: 1248-1253 - [c15]Hung-Wei Chen, Li-Wei Kang, Chun-Shien Lu:
Dictionary learning-based distributed compressive video sensing. PCS 2010: 210-213 - [c14]Hung-Wei Chen, Li-Wei Kang, Chun-Shien Lu:
Dynamic measurement rate allocation for distributed compressive video sensing. VCIP 2010: 77440I
2000 – 2009
- 2009
- [c13]Li-Wei Kang, Chun-Shien Lu:
Distributed compressive video sensing. ICASSP 2009: 1169-1172 - [c12]Li-Wei Kang, Chun-Shien Lu, Chao-Yung Hsu:
Compressive sensing-based image hashing. ICIP 2009: 1285-1288 - [c11]Li-Wei Kang, Chun-Shien Lu:
Power-rate-distortion model for low-complexity video coding. PCS 2009: 1-4 - 2007
- [c10]Li-Wei Kang, Chun-Shien Lu:
Multi-View Distributed Video Coding with Low-Complexity Inter-Sensor Communication Over Wireless Video Sensor Networks. ICIP (3) 2007: 13-16 - 2006
- [j7]Li-Wei Kang, Jin-Jang Leou:
An error resilient coding scheme for JPEG image transmission based on data embedding and side-match vector quantization. J. Vis. Commun. Image Represent. 17(4): 876-891 (2006) - [j6]Li-Wei Kang, Jin-Jang Leou:
Two error resilient coding schemes for wavelet-based image transmission based on data embedding and genetic algorithms. J. Vis. Commun. Image Represent. 17(6): 1127-1144 (2006) - [c9]Li-Wei Kang, Chun-Shien Lu:
Wyner-Ziv Video Coding with Coding Mode-Aided Motion Compensation. ICIP 2006: 237-240 - [c8]Li-Wei Kang, Chun-Shien Lu:
Low-Complexity Wyner-Ziv Video Coding Based on Robust Media Hashing. MMSP 2006: 267-272 - 2005
- [j5]Li-Wei Kang, Jin-Jang Leou:
Fast indexing and searching strategies for feature-based image database systems. J. Electronic Imaging 14(1): 013019 (2005) - [j4]Li-Wei Kang, Jin-Jang Leou:
An error resilient coding scheme for H.264/AVC video transmission based on data embedding. J. Vis. Commun. Image Represent. 16(1): 93-114 (2005) - [j3]Li-Wei Kang, Jin-Jang Leou:
A hybrid error concealment scheme for MPEG-2 video transmission based on best neighborhood matching algorithm. J. Vis. Commun. Image Represent. 16(3): 288-310 (2005) - [j2]Li-Wei Kang, Jin-Jang Leou:
An error resilient coding scheme for H.263 video transmission based on data embedding. Real Time Imaging 11(1): 45-58 (2005) - [c7]Li-Wei Kang, Jin-Jang Leou, Shyi-Shiun Kuo, Wei-Chih Shen:
An error resilient image camouflaging scheme for secret image transmission. ISCAS (4) 2005: 3998-4001 - 2004
- [j1]Sheng-Wei Lin, Jin-Jang Leou, Li-Wei Kang:
An error resilient coding scheme for H.26L video transmission based on data embedding. J. Vis. Commun. Image Represent. 15(2): 214-240 (2004) - [c6]Li-Wei Kang, Jin-Jang Leou:
An error resilient coding scheme for H.264 video transmission based on data embedding. ICASSP (3) 2004: 257-260 - [c5]Li-Wei Kang, Jin-Jang Leou:
A hybrid error concealment scheme for MPEG-2 video transmission based on best neighborhood matching algorithm. ICME 2004: 1355-1358 - 2003
- [c4]Li-Wei Kang, Jin-Jang Leou:
Two error resilient coding schemes for wavelet-based image transmission based on data embedding and genetic algorithms. ICIP (3) 2003: 461-464 - [c3]Li-Wei Kang, Jin-Jang Leou:
A new error resilient coding scheme for JPEG image transmission based on data embedding and vector quantization. ISCAS (2) 2003: 532-535 - 2002
- [c2]Li-Wei Kang, Jin-Jang Leou:
A new hybrid error concealment scheme for MPEG-2 video transmission. IEEE Workshop on Multimedia Signal Processing 2002: 29-32 - [c1]Li-Wei Kang, Jin-Jang Leou:
A New Error Resilient Coding Scheme for H.263 Video Transmission. IEEE Pacific Rim Conference on Multimedia 2002: 814-822
Coauthor Index
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