A new technique improves training for image processing models, addressing common issues.
Zizheng Huang, Haoxing Chen, Jiaqi Li
― 5 min read
Cutting edge science explained simply
A new technique improves training for image processing models, addressing common issues.
Zizheng Huang, Haoxing Chen, Jiaqi Li
― 5 min read
A new network improves the accuracy of detecting surface defects in manufacturing.
Biyuan Liu, Huaixin Chen, Huiyao Zhan
― 7 min read
FADE detects flaws in images with limited normal samples using vision-language models.
Yuanwei Li, Elizaveta Ivanova, Martins Bruveris
― 5 min read
AGA improves AI training with diverse backgrounds while keeping subjects intact.
Fazle Rahat, M Shifat Hossain, Md Rubel Ahmed
― 6 min read
TrackSSM enhances tracking accuracy for dynamic objects in various environments.
Bin Hu, Run Luo, Zelin Liu
― 5 min read
A hybrid model effectively removes rain streaks from images using advanced techniques.
Shangquan Sun, Wenqi Ren, Juxiang Zhou
― 5 min read
Combining SAM and MLLMs for better object localization in images.
Yi-Chia Chen, Wei-Hua Li, Cheng Sun
― 8 min read
A new method improves author identification in historical documents using Vision Transformers.
Tim Raven, Arthur Matei, Gernot A. Fink
― 5 min read
A new method for adapting deep learning models to unlabeled data while ensuring privacy.
Andrea Maracani, Lorenzo Rosasco, Lorenzo Natale
― 5 min read
A new framework enhances learning efficiency in visual reinforcement learning.
Jiarui Sun, M. Ugur Akcal, Wei Zhang
― 5 min read
This study evaluates how well AI categorizes images compared to humans.
Bin Fu, Qiyang Wan, Jialin Li
― 7 min read
A novel approach improves image segmentation using limited supervision techniques.
Xuanrui Zeng
― 5 min read
FinePseudo enhances fine-grained action recognition using fewer labeled examples.
Ishan Rajendrakumar Dave, Mamshad Nayeem Rizve, Mubarak Shah
― 6 min read
A new approach enhances video alignment across large datasets.
Ishan Rajendrakumar Dave, Fabian Caba Heilbron, Mubarak Shah
― 9 min read
A model that improves segmentation of parts and objects in images.
Yunfei Xie, Cihang Xie, Alan Yuille
― 5 min read
A new approach improves depth estimation from single images using language models.
Zhongyi Xia, Tianzhao Wu
― 6 min read
SOOD-ImageNet addresses challenges in computer vision related to changing image meanings.
Alberto Bacchin, Davide Allegro, Stefano Ghidoni
― 6 min read
Introducing a model that improves image retrieval by incorporating uncertainty.
Danilo Dordevic, Suryansh Kumar
― 6 min read
Generative models create diverse training data, enhancing robot adaptability.
Zoey Chen, Zhao Mandi, Homanga Bharadhwaj
― 7 min read
Examining how regularization techniques affect machine learning's ability to handle unknown inputs.
Zachary Rabin, Jim Davis, Benjamin Lewis
― 6 min read
A look at efficient methods for tracking objects in video through semi-parametric models.
Jianqiao Wangni
― 5 min read
A new method improves how models learn from images and text.
Dominykas Seputis, Serghei Mihailov, Soham Chatterjee
― 5 min read
ViDiDi enhances video learning through efficient use of unlabeled data.
Siyi Chen, Minkyu Choi, Zesen Zhao
― 6 min read
YoloTag improves drone navigation using real-time fiducial marker detection.
Sourav Raxit, Simant Bahadur Singh, Abdullah Al Redwan Newaz
― 5 min read
A new method enhances feature matching by combining geometry and color information.
Gonglin Chen, Jinsen Wu, Haiwei Chen
― 5 min read
Exploring shadow detection, removal, and generation in computer vision.
Xiaowei Hu, Zhenghao Xing, Tianyu Wang
― 7 min read
A new method improves object tracking in videos with just one camera.
Jenny Seidenschwarz, Qunjie Zhou, Bardienus Duisterhof
― 7 min read
A new method enhances image quality during adverse weather using language and vision models.
Jiaqi Xu, Mengyang Wu, Xiaowei Hu
― 5 min read
New methods improve robots' ability to grasp objects using 3D representations.
Mazeyu Ji, Ri-Zhao Qiu, Xueyan Zou
― 8 min read
F2former combines deep learning and fractional transforms for clearer images.
Subhajit Paul, Sahil Kumawat, Ashutosh Gupta
― 6 min read
Exploring quantum computing's role in improving robust fitting techniques for computer vision.
Frances Fengyi Yang, Michele Sasdelli, Tat-Jun Chin
― 6 min read
Innovative methods enhance object detection performance on resource-limited devices.
Francesco Pasti, Marina Ceccon, Davide Dalle Pezze
― 5 min read
New dataset and model improve object detection in indoor environments.
Salah Eddine Laidoudi, Madjid Maidi, Samir Otmane
― 7 min read
New methods enhance image classification with fewer examples.
Soumitri Chattopadhyay, Sanket Biswas, Emanuele Vivoli
― 6 min read
A look into methods recognizing object affordances for machines.
Tommaso Apicella, Alessio Xompero, Paolo Gastaldo
― 7 min read
New technique improves detection of camouflaged objects in various fields.
Yanguang Sun, Chunyan Xu, Jian Yang
― 5 min read
New models enhance performance in data classification tasks using concepts from sleep.
Mingze Ni, Wei Liu
― 7 min read
A new method improves object movement analysis in challenging environments.
Tanner D. Harms, Steven L. Brunton, Beverley J. McKeon
― 7 min read
A new method improves sensor data combining accuracy and efficiency.
Hersh Vakharia, Xiaoxiao Du
― 6 min read
iSeg improves image segmentation accuracy with less training data.
Lin Sun, Jiale Cao, Jin Xie
― 4 min read