[PDF][PDF] A Novel Approach Object Recognition Using Efficient Support Vector Machine Classifier

T Gladstan, E Mohan - International Journal of Electronics and …, 2017 - researchgate.net
… Human beings generally recognizing the objects through vision with great accuracy
sometimes objects will be unclear, we consider how this performance was obtained by the …

Efficient object detection using embedded binarized neural networks

J Kung, D Zhang, G Van der Wal, S Chai… - … Processing Systems, 2018 - Springer
systems. Binarization of both activations and weights is one promising approach that can best
scale to realize the highest energy efficient system using … In addition, we present a system

An efficient object detection system for indoor assistance navigation using deep learning techniques

M Afif, R Ayachi, Y Said, E Pissaloux, M Atri - Multimedia Tools and …, 2022 - Springer
… In this paper, we propose a very efficient indoor object detection system based on a one-stage
neural network. The proposed detection system was trained and tested using the new …

Constructing an automatic object-recognition algorithm using labeling information for efficient recycling of WEEE

N Hayashi, S Koyanaka, T Oki - Waste management, 2019 - Elsevier
… In an attempt to select an efficient recycling process for waste electrical and … object-recognition
system for discarded equipment. As part of this initiative, we developed a new object-…

Efficient Object Detection and Recognition of Body Welding Studs Based on Improved YOLOv7

H Huang, X Peng, X Hu, W Ou - IEEE Access, 2024 - ieeexplore.ieee.org
… YOLOv7 backbone network with a more efficient EfficientFormerV2 network structure. The
network … In order to generate efficient networks with low latency and small size based on the …

An efficient approach for object detection and tracking

B Maga, KJ Velmurgan - 2017 Third International Conference …, 2017 - ieeexplore.ieee.org
Object Tracking is used to find the area where objects are available and shape of objects in
… A new proposed approach is provided for efficient object tracking using Kernel and feature …

Object Detection and Identification for Visually Impaired

R Jegathiswaran, MT Thendral - 2024 2nd International …, 2024 - ieeexplore.ieee.org
… Future research could focus on exploring advanced architectures such as transformer-based
models or efficient object detection algorithms tailored for real-time applications. …

An efficient approach for object detection using deep learning

SM Patil, CM Raut, AP Pande, AR Yeruva… - Journal of …, 2022 - pnrjournal.com
… DL systems by framing the early article assertion philosophy pondering basic learning. In this
paper deals with the challenges in the object identification … for object ID contemplating DL. …

Effective and efficient multi-crop pest detection based on deep learning object detection models

RA Arun, S Umamaheswari - … of Intelligent & Fuzzy Systems, 2022 - content.iospress.com
… The literature survey has been conducted in two aspects: The first one is to examine the
best performing object identification models, especially best suited for small objects with …

Efficient and reliable missing tag identification for large-scale RFID systems with unknown tags

H Chen, G Xue, Z Wang - IEEE internet of things Journal, 2017 - ieeexplore.ieee.org
… RFID systems. 2) We propose a basic efficient and reliable missing tag identification protocol
… which consists of the unknown tag deactivation phase and missing tag identification phase. …