A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis

28 August 2020

David Vazquez

Papers citing "A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis"

32 / 32 papers shown

Title
CDFormer: Cross-Domain Few-Shot Object Detection Transformer Against Feature Confusion Boyuan Meng X. Zhang Peilin Li Zhe Wu Yiming Li Wenkai Zhao B. Yu Hui-Liang Shen ViT 69 0 0 02 May 2025
Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object Detection Jiancheng Pan Yanxing Liu Xiao He Long Peng Jiahao Li Yuze Sun Xiaomeng Huang 33 0 0 06 Apr 2025
Closer to Ground Truth: Realistic Shape and Appearance Labeled Data Generation for Unsupervised Underwater Image Segmentation Andrei Jelea A. Belbachir Marius Leordeanu 41 0 0 20 Mar 2025
Cross-domain Few-shot Object Detection with Multi-modal Textual Enrichment Zeyu Shangguan Daniel Seita Mohammad Rostami ObjD 56 0 0 23 Feb 2025
AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis B. Alawode I. I. Ganapathi S. Javed N. Werghi Mohammed Bennamoun Arif Mahmood CLIP VLM 67 1 0 03 Feb 2025
Learning from the Giants: A Practical Approach to Underwater Depth and Surface Normals Estimation Alzayat Saleh Melanie Olsen Bouchra Senadji M. R. Azghadi 26 0 0 02 Oct 2024
AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment Umair Nawaz Muhammad Awais Hanan Gani Muzammal Naseer Fahad Khan Salman Khan Rao Muhammad Anwer VLM CLIP 37 2 0 02 Oct 2024
UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models Xinyu Pi Mingyuan Wu Jize Jiang Haozhen Zheng Beitong Tian Chengxiang Zhai Klara Nahrstedt Zhiting Hu VLM 36 1 0 25 Jul 2024
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images Kazi Sajeed Mehrab M. Maruf Arka Daw Harish Babu Manogaran Abhilash Neog ... Paula Mabee Wasila Dahdul Anuj Karpatne Wasila M Dahdul Anuj Karpatne 33 4 0 10 Jul 2024
Fish Tracking, Counting, and Behaviour Analysis in Digital Aquaculture: A Comprehensive Survey Meng Cui Xubo Liu Haohe Liu Jinzheng Zhao Daoliang Li Wenwu Wang 23 6 0 20 Jun 2024
Cross-domain Multi-modal Few-shot Object Detection via Rich Text Zeyu Shangguan Daniel Seita Mohammad Rostami ObjD 47 1 0 24 Mar 2024
Transfer learning with generative models for object detection on limited datasets Matteo Paiano Stefano Martina Carlotta Giannelli Filippo Caruso 34 3 0 09 Feb 2024
Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector Yu Fu Yu Wang Yixuan Pan Lian Huai Xingyu Qiu Zeyu Shangguan Tong Liu Yanwei Fu Luc Van Gool Xingqun Jiang 39 13 0 05 Feb 2024
Automatic coral reef fish identification and 3D measurement in the wild Cyril Barrelet Marc Chaumont Gérard Subsol 13 1 0 12 Dec 2023
Prawn Morphometrics and Weight Estimation from Images using Deep Learning for Landmark Localization Alzayat Saleh Md. Mehedi Hasan H. Raadsma M. Khatkar D. Jerry M. R. Azghadi 13 7 0 15 Jul 2023
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation Benedikt Blumenstiel Johannes Jakubik Hilde Kuhne Michael Vossing VLM 24 15 0 27 Jun 2023
Annotating Ambiguous Images: General Annotation Strategy for High-Quality Data with Real-World Biomedical Validation Lars Schmarje Vasco Grossmann Claudius Zelenka Johannes Brunger Reinhard Koch 27 1 0 21 Jun 2023
Towards Machine Learning and Inference for Resource-constrained MCUs Yu-Shan Huang Hamed Haddadi 21 1 0 30 May 2023
Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality Lars Schmarje Vasco Grossmann Tim Michels Jakob Nazarenus M. Santarossa Claudius Zelenka Reinhard Koch 34 3 0 22 May 2023
Robot Goes Fishing: Rapid, High-Resolution Biological Hotspot Mapping in Coral Reefs with Vision-Guided Autonomous Underwater Vehicles Daniel Yang Levi Cai Stewart Jamieson Yogesh A. Girdhar 9 0 0 03 May 2023
Semi-Supervised Visual Tracking of Marine Animals using Autonomous Underwater Vehicles Levi Cai Nathan McGuire R. Hanlon T. Mooney Yogesh A. Girdhar 17 31 0 14 Feb 2023
Applications of Machine Learning in Chemical and Biological Oceanography Balamurugan Sadaiappan P. Balakrishnan CR Vishal Neethu T. Vijayan Mahendran Subramanian M. Gauns AI4Cl 9 18 0 23 Sep 2022
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting Justin Kay Peter Kulits Suzanne Stathatos Siqi Deng Erik Young Sara Beery Grant Van Horn Pietro Perona 19 26 0 19 Jul 2022
Applications of Deep Learning in Fish Habitat Monitoring: A Tutorial and Survey Alzayat Saleh M. Sheaves D. Jerry M. R. Azghadi 25 41 0 11 Jun 2022
An Iterative Labeling Method for Annotating Fisheries Imagery Zhiyong Zhang Pushyami Kaveti Hanumant Singh A. Powell Erica L. Fruh M. E. Clarke 8 0 0 27 Apr 2022
Computer Vision and Deep Learning for Fish Classification in Underwater Habitats: A Survey Alzayat Saleh M. Sheaves M. R. Azghadi 21 71 0 14 Mar 2022
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy Lars Schmarje Johannes Brunger M. Santarossa Simon-Martin Schroder R. Kiko Reinhard Koch 39 17 0 13 Oct 2021
A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images Alzayat Saleh I. Laradji C. Lammie David Vazquez C. Flavell M. R. Azghadi 14 11 0 30 Sep 2021
The Fishnet Open Images Database: A Dataset for Fish Detection and Fine-Grained Categorization in Fisheries Justin Kay Matt Merrifield 10 13 0 16 Jun 2021
Deep learning with self-supervision and uncertainty regularization to count fish in underwater images Penny Tarling M. Cantor Albert Clapés Sergio Escalera 58 35 0 30 Apr 2021
Counting Cows: Tracking Illegal Cattle Ranching From High-Resolution Satellite Imagery I. Laradji Pau Rodríguez López F. Kalaitzis David Vazquez Ross Young E. Davey Alexandre Lacoste 11 19 0 14 Nov 2020
Affinity LCFCN: Learning to Segment Fish with Weak Supervision I. Laradji Alzayat Saleh Pau Rodríguez López Derek Nowrouzezahrai M. R. Azghadi David Vazquez 12 11 0 06 Nov 2020