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Chest X-ray imaging is commonly used to diagnose pneumonia, but accurately localizing the pneumonia-affected regions typically requires detailed pixel-level annotations, which are costly and time consuming to obtain. To address this…

Computer Vision and Pattern Recognition · Computer Science 2026-01-15 Kiran Shahi , Anup Bagale

Inspired by the human ability to learn and organize knowledge into hierarchical taxonomies with prototypes, this paper addresses key limitations in current deep hierarchical clustering methods. Existing methods often tie the structure to…

Computer Vision and Pattern Recognition · Computer Science 2025-10-01 Zekun Wang , Ethan Haarer , Tianyi Zhu , Zhiyi Dai , Christopher J. MacLellan

Can computer vision help us explore the ocean? The ultimate challenge for computer vision is to recognize any visual phenomena, more than only the objects and animals humans encounter in their terrestrial lives. Previous datasets have…

Computer Vision and Pattern Recognition · Computer Science 2024-12-03 Genevieve Patterson , Joost Daniels , Benjamin Woodward , Kevin Barnard , Giovanna Sainz , Lonny Lundsten , Kakani Katija

The available butterfly data sets comprise a few limited species, and the images in the data sets are always standard patterns without the images of butterflies in their living environment. To overcome the aforementioned limitations in the…

Computer Vision and Pattern Recognition · Computer Science 2018-03-20 Juanying Xie , Qi Hou , Yinghuan Shi , Lv Peng , Liping Jing , Fuzhen Zhuang , Junping Zhang , Xiaoyang Tang , Shengquan Xu

Vision is essential for human navigation. The World Health Organization (WHO) estimates that 43.3 million people were blind in 2020, and this number is projected to reach 61 million by 2050. Modern scene understanding models could empower…

We present the morphological catalog of galaxies in nearby clusters of the WINGS survey (Fasano et al. 2006). The catalog contains a total number of 39923 galaxies, for which we provide the automatic estimates of the morphological type…

UAVs emerge as the optimal carriers for visual weed iden?tification and integrated pest and disease management in crops. How?ever, the absence of specialized datasets impedes the advancement of model development in this domain. To address…

Computer Vision and Pattern Recognition · Computer Science 2024-09-25 Mingle Zhou , Rui Xing , Delong Han , Zhiyong Qi , Gang Li

Vector-Borne Disease (VBD) is an infectious disease transmitted through the pathogenic female Aedes mosquito to humans and animals. It is important to control dengue disease by reducing the spread of Aedes mosquito vectors. Community…

Computer Vision and Pattern Recognition · Computer Science 2023-05-24 G. Jeyakodi , Trisha Agarwal , P. Shanthi Bala

Existing datasets for 3D hand-object interaction are limited either in the data cardinality, data variations in interaction scenarios, or the quality of annotations. In this work, we present a comprehensive new training dataset for…

Computer Vision and Pattern Recognition · Computer Science 2024-09-09 Woojin Cho , Jihyun Lee , Minjae Yi , Minje Kim , Taeyun Woo , Donghwan Kim , Taewook Ha , Hyokeun Lee , Je-Hwan Ryu , Woontack Woo , Tae-Kyun Kim

There is renewed interest in modeling and understanding the nervous system of the nematode $\textit{Caenorhabditis elegans}$ ($\textit{C. elegans}$), as this small model system provides a path to bridge the gap between nervous system…

Neurons and Cognition · Quantitative Biology 2025-05-20 Quilee Simeon , Anshul Kashyap , Konrad P Kording , Edward S Boyden

A hybrid JHKs-W1W2W3W4 high-spectral index (alpha) selection scheme was employed to identify (sub)clusters of class I/f candidate protostars (YSOs) in WISE observations (the Wide-Field Infrared Survey Explorer). n>10^4 candidate YSOs were…

Solar and Stellar Astrophysics · Physics 2015-06-12 Daniel J. Majaess

Atmospheric haze significantly degrades wildlife imagery, impeding computer vision applications critical for conservation, such as animal detection, tracking, and behavior analysis. To address this challenge, we introduce AnimalHaze3k a…

Computer Vision and Pattern Recognition · Computer Science 2026-04-20 Shivarth Rai , Tejeswar Pokuri

Plant diseases pose significant threats to agriculture. It necessitates proper diagnosis and effective treatment to safeguard crop yields. To automate the diagnosis process, image segmentation is usually adopted for precisely identifying…

Computer Vision and Pattern Recognition · Computer Science 2024-09-09 Tianqi Wei , Zhi Chen , Xin Yu , Scott Chapman , Paul Melloy , Zi Huang

The Annotated Germs for Automated Recognition (AGAR) dataset is an image database of microbial colonies cultured on agar plates. It contains 18000 photos of five different microorganisms as single or mixed cultures, taken under diverse…

Computer Vision and Pattern Recognition · Computer Science 2021-08-04 Sylwia Majchrowska , Jarosław Pawłowski , Grzegorz Guła , Tomasz Bonus , Agata Hanas , Adam Loch , Agnieszka Pawlak , Justyna Roszkowiak , Tomasz Golan , Zuzanna Drulis-Kawa

The current biodiversity loss crisis makes animal monitoring a relevant field of study. In light of this, data collected through monitoring can provide essential insights, and information for decision-making aimed at preserving global…

Shrimp is one of the most widely consumed aquatic species globally, valued for both its nutritional content and economic importance. Shrimp farming represents a significant source of income in many regions; however, like other forms of…

Machine Learning · Computer Science 2026-01-06 Israk Hasan Jone , D. M. Rafiun Bin Masud , Promit Sarker , Sayed Fuad Al Labib , Nazmul Islam , Farhad Billah

Every year, the Aedes aegypti mosquito infects millions of people with diseases such as dengue, zika, chikungunya, and urban yellow fever. The main form to combat these diseases is to avoid mosquito reproduction by searching for and…

Computer Vision and Pattern Recognition · Computer Science 2021-11-30 Wesley L. Passos , Gabriel M. Araujo , Amaro A. de Lima , Sergio L. Netto , Eduardo A. B. da Silva

Numerous metamorphic and polymorphic malicious variants are generated automatically on a daily basis by mutation engines that transform the code of a malicious program while retaining its functionality, in order to evade signature-based…

Cryptography and Security · Computer Science 2021-06-28 Ron Korine , Danny Hendler

Metagenomic profiling is challenging in part because of the highly uneven sampling of the tree of life by genome sequencing projects and the limitations imposed by performing phylogenetic inference at fixed taxonomic ranks. We present the…

Genomics · Quantitative Biology 2016-02-18 David Koslicki , Daniel Falush

Accurate classification of medical images is critical for detecting abnormalities in the gastrointestinal tract, a domain where misclassification can significantly impact patient outcomes. We propose an ensemble-based approach to improve…

Computer Vision and Pattern Recognition · Computer Science 2024-12-31 Ishita Harish , Saurav Mishra , Neha Bhadoria , Rithik Kumar , Madhav Arora , Syed Rameem Zahra , Ankur Gupta
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