Publications

Journal Papers

1. Underwater Fish Tracking for Moving Cameras based on Deformable Multiple Kernels
2. M.-C. Chuang, J.-N. Hwang, J.-H. Ye, S.-C. Huang, K. Williams
3. [T-SMC] IEEE Transactions on Systems, Man and Cybernetics: Systems, vol. 47, no. 9, Sep. 2017 [PDF]
4. Automated Measurements of Fish within a Trawl using Stereo Images from a Camera-Trawl Device (CamTrawl)
5. K. Williams, N. Lauffenburger, M.-C. Chuang, J.-N. Hwang
6. Methods in Oceanography, vol. 17, no. 12, Dec. 2016
7. A Feature Learning and Object Recognition Framework for Underwater Fish Images
8. M.-C. Chuang, J.-N. Hwang, K. Williams
9. [T-IP] IEEE Transactions on Image Processing, vol. 25, no. 4, Apr. 2016 [PDF]
10. Tracking Live Fish from Low-Contrast and Low-Frame-Rate Stereo Videos
11. M.-C. Chuang, J.-N. Hwang, K. Williams, R. Towler
12. [T-CSVT] IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 1, Jan. 2015 [PDF] [BibTeX]

Conference & Workshop Papers

1. Recognizing Live Fish Species by Hierarchical Partial Classification based on the Exponential Benefit
2. M.-C. Chuang, J.-N. Hwang, F.-F. Kuo, M.-K. Shan, K. Williams
3. [ICIP '14] IEEE International Conference on Image Processing, Oct. 2014 [PDF] [BibTeX]
4. Supervised and Unsupervised Feature Extraction Methods for Underwater Fish Species Recognition
5. M.-C. Chuang, J.-N. Hwang, K. Williams
6. [CVAUI '14] ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, Aug. 2014 [PDF] [BibTeX]
7. Estimating Gaze Direction of Vehicle Drivers using a Smartphone Camera
8. M.-C. Chuang, R. Bala, E.A. Bernal, P. Paul, A. Burry
9. [CVPRW '14] IEEE Conference on Computer Vision and Pattern Recognition Workshops, Jun. 2014 [PDF] [BibTeX]
10. Aggregated Segmentation of Fish from Conveyor Belt Videos
11. M.-C. Chuang, J.-N. Hwang, C.S. Rose
12. [ICASSP '13] IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013 [PDF] [BibTeX]
13. Multiple Fish Tracking via Viterbi Data Association for Low-Frame-Rate Underwater Camera Systems
14. M.-C. Chuang, J.-N. Hwang, K. Williams, R. Towler
15. [ISCAS '13] IEEE International Symposium on Circuits and Systems, May 2013 [PDF] [BibTeX]
16. Automatic Fish Segmentation via Double Local Thresholding for Trawl-based Underwater Camera Systems
17. M.-C. Chuang, J.-N. Hwang, K. Williams, R. Towler
18. [ICIP '11] IEEE International Conference on Image Processing, Sept. 2011 [PDF] [BibTeX]
19. Camtrawl: a Combined Camera-Trawl System for High Resolution Non-Lethal Sampling of Marine Environments
20. K. Williams, R. Towler, M.-C. Chuang, J.-N. Hwang,
21. [AFS '11] American Fisheries Society 141th Annual Meeting, Sept. 2011
    1. Color Filter Array Demosaicking Using Joint Bilateral Filter
22. M.-C. Chuang, Y.-N. Liu, T.-H. Chen, S.-Y. Chien
23. [ICME '09] IEEE International Conference on Multimedia and Expo, Jul. 2009 [PDF]
24. Bandwidth and Local Memory Reduction of Video Encoders Using Bit Plane Partitioning Memory Management
25. Y.-N. Liu, M.-C. Chuang, S.-Y. Chien
26. [ISCAS '09] IEEE International Symposium on Circuits and Systems, May 2009

Book Chapters

1. Supervised and Unsupervised Feature Descriptors for Error-Resilient Underwater Live Fish Recognition
2. M.-C. Chuang, J.-N. Hwang, K. Williams
3. Handbook of Pattern Recognition and Computer Vision, 5th ed., World Scientific, 2016
4. Automatic Live Fish Segmentation and Recognition for Trawl-Based Cameras
5. M.-C. Chuang, J.-N. Hwang, K. Williams
6. Computer Vision and Pattern Recognition in Environmental Informatics, IGI Global, 2015

Patent

1. Method and System for Estimating Gaze Directions of Vehicle Drivers
2. R. Bala, E. Bernal, P. Paul, A. Burry, M.-C. Chuang
3. US Patent application, filed Oct 2013