The use of technical vision in flexible production systems to determine coordinates of randomly located objects by K. V. Averkov, D. S. Makashin

Subjects: Get full text

Integration of YOLOv5 Algorithm and OpenCV in Innovative Smart Parking Management Approach by Akmal Hidayah Hidayah, Sitti Zuhriyah, Billy Eden William Asrul, Yuyun Yuyun, Esa Prakasa

Subjects: Get full text

Six-Dimensional Pose Estimation of Molecular Sieve Drying Package Based on Red Green Blue–Depth Camera by Yibing Chen, Songxiao Cao, Qixuan Wang, Zhipeng Xu, Tao Song, Qing Jiang

Subjects: “…three-dimensional object recognition…”
Get full text

Leaf Classification for Sustainable Agriculture and In-Depth Species Analysis by Sara Mumtaz, Shabbab Algamdi, Haifa F. Alhasson, Dina Abdulaziz Alhammadi, Ahmad Jalal, Hui Liu

Subjects: Get full text

Advancements in CNN Architectures for Offline Handwritten Arabic Character Recognition by El Ibrahimi Aissam, Elzaar Abdellah, El Akchioui Nabil, Benaya Nabil, El Allati Abderrahim

Subjects: Get full text

Microstructured Liquid Metal‐Based Embedded‐Type Sensor Array for Curved Pressure Mapping by Haoyu Li, Chengjun Zhang, Hongyu Xu, Qing Yang, Zexiang Luo, Cheng Li, Lin Kai, Yizhao Meng, Jialiang Zhang, Jie Liang, Feng Chen

Subjects: Get full text

Graphic Perception System for Visually Impaired Groups by Jingzi Wen

“…In recent years, deep neural networks have promoted the development of image object recognition. However, existing methods generally have problems of image details’ loss and edge refinement, which cannot improve the accuracy rate of object recognition for visually impaired groups. …”
Get full text

Research on vehicle feature recognition algorithm based on optimized convolutional neural network by Xuan CHEN, Jiyi WU

“…To address the issue of weak identification and low accuracy in recognizing features of target vehicles at different distances in road scene images, a vehicle feature recognition algorithm based on optimized convolutional neural network (CNN) was proposed.Firstly, a multi-scale input based on the PAN model was employed to capture target vehicle features at varying distances.Subsequently, improvements were made to the network model by incorporating multi-pool, batch normalization (BN) layers, and Leaky ReLU activation functions within the CNN architecture.Furthermore, the generalization ability of the network model was enhanced by introducing a hybrid attention mechanism that focuses on important features and regions in the vehicle image.Lastly, a multi-level CNN structure was constructed to achieve feature recognition for vehicles.Simulation experiment results conducted on the BIT-Vehicle database within a single scene show the proposed algorithm’s significant enhancements in single-object and multi-object recognition rates compared to CNN, R-CNN, ABC-CNN, Faster R-CNN, AlexNet, VGG16, and YOLOV8.Specifically, improvements of 16.75%, 10.9%, 4%, 3.7%, 2.46%, 1.3%, and 1% in single-object recognition, as well as 17.8%, 10.5%, 2.5%, 3.8%, 2.7%, 1.1%, and 1.3% in multi-object recognition, have been demonstrated by the proposed algorithm, respectively.Over the more complex UA-DETRAC datasets, more precise results have been also achieved by the proposed algorithm in recognizing target vehicles at various distances compared to other algorithms.…”
Get full text

Relationship between functional structures and horizontal connections in macaque inferior temporal cortex by Danling Hu, Takayuki Sato, Kathleen S. Rockland, Manabu Tanifuji, Hisashi Tanigawa

“…Abstract Horizontal connections in anterior inferior temporal cortex (ITC) are thought to play an important role in object recognition by integrating information across spatially separated functional columns, but their functional organization remains unclear. …”
Get full text

Mechanism of Electroacupuncture on Neuropathic Pain via Regulation of CD137L in Hippocampal Glia by ZHENG Changyue, LAN Yanyan, HUANG Qiuling, JIANG Menghong, WANG Zhifu

“…On the 28th day after modeling, new object recognition test was used to detect the learning and memory ability. …”
Get full text

Exploration of the Power-Performance Tradeoff through Parameterization of FPGA-Based Multiprocessor Systems by Diana Göhringer, Jonathan Obie, André L. S. Braga, Michael Hübner, Carlos H. Llanos, Jürgen Becker

Get full text

SAILOR: perceptual anchoring for robotic cognitive architectures by Miguel Á. González-Santamarta, Francisco J. Rodrıguez-Lera, Vicente Matellan-Olivera, Virginia Riego del Castillo, Lidia Sánchez-González

“…It provides a semantic world modeling approach using two deep learning-based sub-symbolic robotic skills: object recognition and matching function. The object recognition skill allows the robot to recognize and identify objects in its environment, while the matching function enables the robot to decide if new perceptual data corresponds to existing symbolic data. …”
Get full text

Real-Time Long-Range Object Tracking Based on Ensembled Model by Muhammad Faseeh, Misbah Bibi, Murad Ali Khan, do-Hyeun Kim

“…For a real-time military object recognition system, this study integrates RGB images along Depth maps from the KITTI Dataset for short-range measurements. …”
Get full text

Neuroprotective Effect of Leaf Extract of Moringa Oleifera And Fenofibrate on Learning and Memory in Wistar Rats Subjected to Water Immersion Restraint Stress by Stephen, Olawale Ajayi, Iliya, Ezekiel, Iliya, Andesire, Agnes, Igimi Odey, Ajayi, Damilola Ife, Ejike, Daniel Eze

“…After administration for one month, changes in animal cognition were assessed in the Novel Object Recognition Task. The results of both the training and test phases showed that, CTL, MOL+WIS and FF+WIS induced significant increase in object recognition (P < 0.05) compared to MOL+FF+WIS and CTL+WIS groups. …”
Get full text

Cognitive-Enhancing Effect of a Hydroethanolic Extract of Crinum macowanii against Memory Impairment Induced by Aluminum Chloride in BALB/c Mice by Mohammed S. Jilani, Dexter Tagwireyi, Louis L. Gadaga, Charles C. Maponga, Cosmas Mutsimhu

“…C. macowanii at 40 mg/kg exhibited a significantly higher discrimination index than aluminum chloride-treated mice in the novel object recognition task. The results may support the usefulness of C. macowanii in the management of dementia and related illnesses.…”
Get full text

Endogenous Estrogen Influences Predator Odor-Induced Impairment of Cognitive and Social Behaviors in Aromatase Gene Deficiency Mice by Yaner Gao, Lei Ma, Feng Gao, Zuoli Sun, Zhengrong Zhang, Yuhong Li, Rena Li

“…TMT induced an acute impairment of novel object recognition memory and long-term social behavior impairment in WT mice, particularly in females, while Ar+/- mice showed impaired novel object recognition in both sexes and TMT-elevated social behaviors, particularly in males. …”
Get full text

Recognition and Classification of 3D Objects of Different Details by Islam A. Alexandrov, Maxim S. Mikhailov, Alexander N. Muranov, Vladimir Zh. Kuklin

“…Therefore, our goal was to improve the object recognition efficiency. It is necessary to determine the method of obtaining geometric and topological parameters. …”
Get full text

Pembangunan Aplikasi Mobile Pengenalan Objek Untuk Pendidikan Anak Usia Dini by Muhammad Fadhlan Supriadi, Ema Rachmawati, Anditya Arifianto

“…Salah satu penggunaan computer vision adalah object recognition yang memberikan solusi untuk membantu mengenali objek. …”
Get full text

A comprehensive investigation of Clerodendrum Infortunatum Linn. using LC-QTOF-MS/MS metabolomics as a promising anti-alzheimer candidate by Fatma Atef, Mostafa A. Abdelkawy, Basma M. Eltanany, Laura Pont, Ahmed M. Fayez, Mohamed F. Abdelhameed, Fernando Benavente, Inas Y. Younis, Asmaa M. Otify

“…The results showed that the extract promoted enhanced cognitive functions in the novel object recognition test. Scopolamine administration significantly altered the acetylcholinesterase enzyme activity and biomarker levels in the rat’s hippocampus. …”
Get full text

Impaired hippocampal neurogenesis associated with regulatory ceRNA network in a mouse model of postoperative cognitive dysfunction by Jingrun Lin, Xiaoqiu Zhu, Xuan Li, Yu Hong, Yaohui Liang, Siqi Chen, Chenzhuo Feng, Lin Cao

“…Cognitive function was assessed 7–10 days post-surgery using open field, Y-maze, and novel object recognition tests. Hippocampal mRNA expression was analyzed using Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) enrichment. …”
Get full text