Article Info
Article Info
In This Issue
Enhanced Multi-Class Skin Cancer Detection Using EfficientNet-B0 with Test-Time Augmentation and Monte Carlo Dropout
Pooja kukreja
High Precision Distance Vector Hop Localization Algorithm for Wireless Sensor Networks
Mohammed Aboud Kadhim
A STUDY ON THE CONSUMER BEHAVIOUR TOWARDS THE SOLAR ENERGY DEVICES IN RAJAKKAD GRAMA PANCHAYATH,IDUKKI DISTRICT
Dr. ASHA T JACOB
Study of Rampant slab for complex geometric element of Arch Profile
Ravindra Ashok Weldode
REAL-TIME HUMAN MOTION CAPTURE USING WEARABLE SENSORS
Dr. M. Rajeshwari
COMPARATIVE STATISTICAL INFERENCE OF PM2.5 LEVELS ACROSS INDIAN CITIES : A BOOTSTRAP vs CLASSICAL APPROACH
Dr Y Raghunatha Reddy
Panoptic Segmentation: A comprehensive pathway to A Real-World AI Vision
by Dr Nellutla Sasikala , Vemuri Pravalika
International Journal of Technology & Emerging Research 2025 , 1 (4) , 63–70
10.64823/ijter.2504008Abstract
For computer vision tasks like object detection, recognition, and classification, relay on feature extraction, labelling and segmentation of captured videos or images. Applications like smart city, health care, geoscience and remote sensing are based on video analysis. Image segmentation for video analysis plays an vital role. One of the novel segmentation strategies which has been recently developed is panoptic segmentation. Panoptic segmentation is a fusion of semantic and instance segmentation. In self autonomous driving, medical image analysis, crowd counting, etc. have complicated background components, the high variability of object appearances, numerous overlapping objects and ambiguous object boundaries makes the task challenging. For such applications panoptic segmentation is used which provides several state-of-art methods and robust learning.
Keywords: panoptic segmentation, instance segmentation, semantic segmentation, data annotation, computer vision, medical image segmentation, object detection
Share Your Research
Spread the word across academic networks
/280 characters
Download and attach while posting
Generating image...
Could not generate image preview.