Fish activity tracking and species identification in underwater video

CCDS Authors

M Ashraful Amin, PhD

Founder DirectorDirector, Artificial Intelligence & Machine Learning WingDirector, Human-Computer Interaction WingDirector, Data Science Wing

References

1. 1.David Lowe. (1999). Object recognition from local scale-invariant features. , 1150–1157 vol.2[10.1109/iccv.1999.790410]
2. 2.Svetlana Lazebnik, C. Schmid, Jean Ponce. (2006). Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories. , 2, 2169–2178[10.1109/cvpr.2006.68]
3. 3.Anna Bosch, Andrew Zisserman, Xavier Muñoz. (2007). Image Classification using Random Forests and Ferns. , 1–8[10.1109/iccv.2007.4409066]
4. 4.Oncel Tuzel, Fatih Porikli, Peter Meer. (2006). Region Covariance: A Fast Descriptor for Detection and Classification. Lecture notes in computer science, 589–600[10.1007/11744047_45]
5. 5.John G. Allen, Richard Yi Da Xu, Jesse S. Jin. (2004). Object tracking using CamShift algorithm and multiple quantized feature spaces. , 3–7
6. 6.Mohinder S. Grewal, Angus P. Andrews. (2014). Kalman Filtering. [10.1002/9781118984987]
7. 7.Concetto Spampinato, Yun-Heh Chen-Burger, Gayathri Devi Nadarajan, Robert B. Fisher. (2008). DETECTING, TRACKING AND COUNTING FISH IN LOW QUALITY UNCONSTRAINED UNDERWATER VIDEOS. , 514–519[10.5220/0001077705140519]
8. 8.Concetto Spampinato, Daniela Giordano, Roberto Di Salvo, Yun-Heh Chen-Burger, Robert B. Fisher, Gayathri Devi Nadarajan. (2010). Automatic fish classification for underwater species behavior understanding. , 45–50[10.1145/1877868.1877881]
9. 9.Mauricio Villegas, Henning Müller, Andrew Gilbert, Luca Piras, Josiah Wang, Krystian Mikolajczyk, Alba García Seco de Herrera, Stefano Bromuri, M. Ashraful Amin, Mahmood Kazi Mohammed, Burak Acar, Suzan Üsküdarlı, Neda Barzegar Marvasti, José F. Aldana, María del Mar Roldán‐García. (2015). General Overview of ImageCLEF at the CLEF 2015 Labs. Lecture notes in computer science, 444–461[10.1007/978-3-319-24027-5_45]
10. 10.Fatih Porikli. (2006). Achieving real-time object detection and tracking under extreme conditions. Journal of Real-Time Image Processing, 1(1), 33–40[10.1007/s11554-006-0011-z]
11. 11.Phoenix X. Huang, Bastiaan J. Boom, Robert B. Fisher. (2013). Underwater Live Fish Recognition Using a Balance-Guaranteed Optimized Tree. Lecture notes in computer science, 422–433[10.1007/978-3-642-37331-2_32]
12. 12.Concetto Spampinato, Simone Palazzo, Bastian J. Boom, Jacco van Ossenbruggen, Isaak Kavasidis, Roberto Di Salvo, Fang‐Pang Lin, Daniela Giordano, Lynda Hardman, Robert B. Fisher. (2012). Understanding fish behavior during typhoon events in real-life underwater environments. Multimedia Tools and Applications, 70(1), 199–236[10.1007/s11042-012-1101-5]
13. 13.(2012). COVARIANCE BASED FISH TRACKING IN REAL-LIFE UNDERWATER ENVIRONMENT. , 409–414[10.5220/0003866604090414]
14. 14.Bastiaan J. Boom, Phoenix X. Huang, Cigdem Beyan, Concetto Spampinato, Simone Palazzo, Jiyin He, Emma Beauxis-Aussalet, Sun-In Lin, Hsiu‐Mei Chou, Gayathri Devi Nadarajan, Jessica Chen-Burger, Jacco van Ossenbruggen, Daniela Giordano, Lynda Hardman, Fang‐Pang Lin, Bob Fisher. (2012). Long-term underwater camera surveillance for monitoring and analysis of fish populations. Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands[link]
15. 15.M. Ashraful Amin, Mahmood Kazi Mohammed. (2015). Overview of the ImageCLEF 2015 medical clustering task. CLEF (Working Notes)
16. 16.Katy Blanc, Diane Lingrand, Fŕed́eric Precioso. (2014). Fish Species Recognition from Video using SVM Classifier. , 1–6[10.1145/2661821.2661827]
17. 17.Pierre-Hugues Joalland, Sébastien Paris, Hervé Glotin. (2014). Efficient instance-based fish species visual identification by global representation. CLEF (Working Notes), 785–789