Results 71 to 80 of about 10,627,489 (123)

Dynamic Context-Aware Pyramid Network for Infrared Small Target Detection

Detecting faint and diminutive infrared targets devoid of clearly defined shape and texture details in intricate surroundings remains a formidable challenge within the domain of target detection.
Yongjie Piao, Jing Li, Wei Xu, Xiaolong Chen, Tan Gao, Haolin Ji, Biao Yang   +6 more
core   +1 more source

Infrared Small Target Detection with YOLO: Performance Analysis and Optimization [PDF]

Infrared Small Target Detection (IRSTD) is a challenging problem with critical applications in defense and surveillance. It involves detecting tiny, low-contrast targets in cluttered infrared scenes.
Atrash, Abdulkarim
core  

Single-Point Supervised High-Resolution Dynamic Network for Infrared Small Target Detection [PDF]

Infrared small target detection (IRSTD) tasks are extremely challenging for two main reasons: 1) it is difficult to obtain accurate labelling information that is critical to existing methods, and 2) infrared (IR) small target information is easily lost ...
Wu, Jing, Li, Yunxiang, Huang, Feng, Chen, Liqiong, Qiu, Zhaobing, Ni, Rixiang, Luo, Changhai, Li, Youli   +7 more
core   +1 more source

Infrared Small Target Detection with Scale and Location Sensitivity [PDF]

Recently, infrared small target detection (IRSTD) has been dominated by deep-learning-based methods. However, these methods mainly focus on the design of complex model structures to extract discriminative features, leaving the loss functions for IRSTD ...
Liu, Qiankun, Liu, Rui, Fu, Ying, Wang, Hongkui, Zheng, Bolun   +4 more
core   +1 more source

RSFNet: A retention-based network with spatial-frequency joint enhancement for infrared small target detection. [PDF]

PLoS One
Tan Z, Sun S, Li G.
europepmc   +1 more source

Infrared Small-Target Segmentation Framework Based on Morphological Attention and Energy Core Loss. [PDF]

J Imaging
Zhu B, Lv Q, Liu Y, Cao H, Tan Z.
europepmc   +1 more source

Small-Target Detection Based on Improved YOLOv8 for Infrared Imagery

Infrared small-target detection plays a crucial role in applications such as public safety monitoring. However, it faces significant challenges due to the loss of target features, which weakens detection performance.
Linhan Li, Huicong Wang, Nengbin Cai, Kaijun Ma, Juan Yue, Jie Liu, Yuhan Li, Jiaxin Huang, Xiaoyu Wang, Sili Gao   +9 more
core   +1 more source

IR-WSANet: A lightweight network with frequency-spatial joint optimization for infrared small target detection. [PDF]

Sci Rep
Jin Z, Chen H, Chen J.
europepmc   +1 more source

DAN-YOLO-L: a lightweight YOLO approach for efficient infrared small object detection from UAV perspectives. [PDF]

Sci Rep
Feng K, Lin G, Lin T, Luo Z, Ma R.
europepmc   +1 more source

RADFRNet: Detail-Enhanced Feature Recalibration for Infrared Small-Target Detection Based on an Improved YOLOv11. [PDF]

Sensors (Basel)
Li C, Cao J, Hao Q, Song C, Yao H, Wei Z.   +5 more
europepmc   +1 more source