Latest Articles for Computer Vision

Computer Vision and Pattern Recognition Teaching Machines to See: New Advances in Image Classification

Learn how computers can recognize objects with limited examples.

Kun Yan, Zied Bouraoui, Fangyun Wei

2025-02-17T02:17:15+00:00 ― 6 min read

Machine Learning Optimizing CNNs for Small Devices

Techniques to improve CNN efficiency on resource-limited devices.

Muhammad Sohail Ibrahim, Muhammad Usman, Jeong-A Lee

2025-02-17T00:40:57+00:00 ― 6 min read

Computer Vision and Pattern Recognition GAGS: Transforming 3D Scene Understanding

GAGS revolutionizes how we interpret 3D scenes from 2D images.

Yuning Peng, Haiping Wang, Yuan Liu

2025-02-16T12:38:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition Teaching Machines to Understand Images

Researchers enhance AI’s ability to interpret images through better training data.

Austin Stone, Hagen Soltau, Robert Geirhos

2025-02-14T10:53:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Medical Image Segmentation with UG-CEMT

A new framework enhances medical image analysis using labeled and unlabeled data.

Meghana Karri, Amit Soni Arya, Koushik Biswas

2025-02-14T09:17:06+00:00 ― 7 min read

Computer Vision and Pattern Recognition Adaptive Prompt Tuning: A New Era in Few-Shot Learning

APT improves image and text recognition with limited examples.

Eric Brouwer, Jan Erik van Woerden, Gertjan Burghouts

2025-02-11T09:51:45+00:00 ― 7 min read

Computer Vision and Pattern Recognition ScatSpotter: The Dataset Revolutionizing Dog Poop Detection

ScatSpotter provides a large dataset for improved dog poop detection in images.

Jon Crall

2025-02-10T19:25:03+00:00 ― 5 min read

Numerical Analysis Clustering Algorithms: Organizing Data with Ease

Learn how clustering algorithms simplify data analysis and reveal hidden patterns.

Guy B. Oldaker, Maria Emelianenko

2025-02-10T00:44:40+00:00 ― 7 min read

Computer Vision and Pattern Recognition Practical Adversarial Attacks in Vehicle Detection

Research shows how to trick vehicle detection systems effectively.

Mikael Yeghiazaryan, Sai Abhishek Siddhartha Namburu, Emily Kim

2025-02-10T00:09:27+00:00 ― 6 min read

Image and Video Processing Enhancing Image Quality with Super-Resolution and Uncertainty Estimation

Learn how uncertainty improves super-resolution in computer vision for clearer images.

Maniraj Sai Adapa, Marco Zullich, Matias Valdenegro-Toro

2025-02-09T22:35:24+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Few-Shot Learning and Domain Adaptation

A unified framework for efficient computer vision tasks using minimal data.

Bharadwaj Ravichandran, Alexander Lynch, Sarah Brockman

2025-02-09T16:07:57+00:00 ― 7 min read

Computer Vision and Pattern Recognition Adapting Object Detection for a New Age

Models learn old and new objects while remembering past knowledge.

Bowen Dong, Zitong Huang, Guanglei Yang

2025-02-08T16:03:27+00:00 ― 6 min read

Computer Vision and Pattern Recognition Watertox: A New Way to Confuse AI

Watertox cleverly alters images to baffle AI systems while remaining clear to humans.

Zhenghao Gao, Shengjie Xu, Meixi Chen

2025-02-08T11:14:33+00:00 ― 9 min read

Computer Vision and Pattern Recognition Recurrent Layers: A New Way to Segment Images

Exploring how recurrent systems can boost image segmentation performance.

David Calhas, João Marques, Arlindo L. Oliveira

2025-02-07T19:11:33+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Future of Object Tracking: STTrack

STTrack advances object tracking by combining multiple data sources for better accuracy.

Xiantao Hu, Ying Tai, Xu Zhao

2025-02-07T14:22:39+00:00 ― 7 min read

Computation and Language NeSyCoCo: A New Era in AI Understanding

NeSyCoCo enhances AI's ability to link language and visuals effectively.

Danial Kamali, Elham J. Barezi, Parisa Kordjamshidi

2025-02-06T23:55:57+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Semantic Segmentation with CICLD Model

CICLD model enhances semantic segmentation, bridging the gap between synthetic and real-world imagery.

Jongmin Yu, Zhongtian Sun, Shan Luo

2025-02-06T17:30:45+00:00 ― 9 min read

Computer Vision and Pattern Recognition Human-Guided Image Generation: A New Era in Computer Vision

A fresh approach to enhance image datasets using human input.

Changjian Chen, Fei Lv, Yalong Guan

2025-02-06T15:06:18+00:00 ― 6 min read

Neuroscience PrecisionTrack: A New Era in Animal Tracking

Revolutionary system accurately tracks animals in real-time across different environments.

Vincent Coulombe, David-Alexandre Roussel, Mohamad Sadegh Monfared

2025-02-06T04:06:09+00:00 ― 6 min read

Computer Vision and Pattern Recognition Rethinking Depthwise Separable CNNs for Better Adaptability

Research shows depthwise convolutional networks maintain general filters across tasks.

Zahra Babaiee, Peyman M. Kiasari, Daniela Rus

2025-02-06T01:27:45+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Semantic Segmentation with Synthetic Data

New methods enhance object recognition in varying weather using synthetic data.

Javier Montalvo, Roberto Alcover-Couso, Pablo Carballeira

2025-02-05T01:23:15+00:00 ― 6 min read

Computer Vision and Pattern Recognition Tracking Birds: Technology Takes Flight

Discover how technology helps researchers track birds in aviaries.

Keon Moradi, Ethan Haque, Jasmeen Kaur

2025-02-04T14:09:09+00:00 ― 7 min read

Computer Vision and Pattern Recognition ImagePiece: Boosting Image Recognition Efficiency

A new method enhances image recognition performance with smart token management.

Seungdong Yoa, Seungjun Lee, Hyeseung Cho

2025-02-04T11:44:42+00:00 ― 7 min read

Computer Vision and Pattern Recognition Improving Image Classifiers: Battling Distortion Challenges

Learn how to enhance image classifiers' reliability against distortions.

Dang Nguyen, Sunil Gupta, Kien Do

2025-02-02T11:35:42+00:00 ― 7 min read

Computer Vision and Pattern Recognition LayerDropBack: Speeding Up Deep Neural Network Training

A new method that speeds up deep learning training without major changes.

Evgeny Hershkovitch Neiterman, Gil Ben-Artzi

2025-02-01T06:42:18+00:00 ― 6 min read

Computer Vision and Pattern Recognition Transforming Selfies into 3D Models: The Tech Behind It

Discover how a single photo can create a detailed 3D face model.

Weijie Lyu, Yi Zhou, Ming-Hsuan Yang

2025-01-31T11:26:42+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Object Tracking with CRMOT

A new system tracks objects using multiple views and descriptions.

Sijia Chen, En Yu, Wenbing Tao

2025-01-31T10:38:33+00:00 ― 7 min read

Computer Vision and Pattern Recognition LangSurf: Bridging Language and 3D Understanding

A breakthrough method links language with 3D scene recognition for smarter machines.

Hao Li, Roy Qin, Zhengyu Zou

2025-01-30T18:35:33+00:00 ― 6 min read

Computer Vision and Pattern Recognition Shadows No More: A New Method for Image Clarity

A two-stage approach tackles shadow removal in images, enhancing object recognition.

Jiamin Xu, Yuxin Zheng, Zelong Li

2025-01-30T17:47:24+00:00 ― 6 min read

Computer Vision and Pattern Recognition Transforming 3D Surface Reconstruction with CoSurfGS

CoSurfGS offers a new approach to 3D reconstruction using teamwork across devices.

Yuanyuan Gao, Yalun Dai, Hao Li

2025-01-30T14:34:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition Transforming Indoor Scene Creation with S-INF

A new method improves realism in 3D indoor scenes.

Zixi Liang, Guowei Xu, Haifeng Wu

2025-01-30T11:22:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition Mastering Object Detection: The Role of Uncertainty

Learn how uncertainty influences object detection and model development.

M. Tahasanul Ibrahim, Rifshu Hussain Shaik, Andreas Schwung

2025-01-29T22:31:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Object Orientation in Computer Vision

Learn how 3D models enhance object orientation estimation for tech applications.

Zehan Wang, Ziang Zhang, Tianyu Pang

2025-01-28T07:12:27+00:00 ― 7 min read

Computer Vision and Pattern Recognition Rethinking ImageNet: A Multi-Label Approach

Researchers call for a shift to multi-label evaluations in computer vision.

Esla Timothy Anzaku, Seyed Amir Mousavi, Arnout Van Messem

2025-01-27T15:57:36+00:00 ― 6 min read

Artificial Intelligence Vision Language Models: Bridging Text and Image

Uncover how vision language models improve understanding of images and text.

Tenghui Li, Guoxu Zhou, Xuyang Zhao

2025-01-27T13:33:09+00:00 ― 8 min read

Machine Learning Aligning Data with CDCTW: A Game Changer

Discover how CDCTW improves data alignment for various fields.

Afek Steinberg, Ran Eisenberg, Ofir Lindenbaum

2025-01-26T21:30:09+00:00 ― 5 min read

Machine Learning Improving Multi-Label Learning with Memory Techniques

A new method tackles class imbalance in multi-label continual learning.

Yan Zhang, Guoqiang Wu, Bingzheng Wang

2025-01-26T19:53:51+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Image Understanding with ArSyD

ArSyD breaks down images for better machine understanding and manipulation.

Alexandr Korchemnyi, Alexey K. Kovalev, Aleksandr I. Panov

2025-01-26T12:40:30+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Image Clustering with CgMCR

A new method improves how we cluster and analyze images.

W. He, Z. Huang, X. Meng

2025-01-26T00:38:15+00:00 ― 5 min read

Machine Learning The Role of Attention Mechanisms in AI

Discover how attention mechanisms enhance deep learning across various applications.

Tianyu Ruan, Shihua Zhang

2025-01-25T23:27:20+00:00 ― 5 min read