[PDF] Top 20 Pelee: A Real-Time Object Detection System on Mobile Devices

... There has been a rising interest in running high-quality Convolutional Neural Network (CNN) models under strict constraints on memory and computational budget. A number of e ffi cient architectures have been proposed in ... See full document

... loop-closure detection was implemented (Henry et ...SLAM system which uses a map joining algorithm to combine all the local ...al.’s system was tested on a robotics platform; Henry et ...a ... See full document

... operation system technology, this paper puts forward a set of innovative intelligent home control ...control system consisting of Android mobile terminal, GSM mobile communication ... See full document

... information system attacks become more and more sophisticated, the need to provide effective intrusion detection methods ...intrusion detection systems have some limitations and ...intrusion ... See full document

... on mobile phones, and are now estimated to outnumber the human population on the earth ...these devices is astronomical, and far outweighs the time available to humans to review all of the gathered ... See full document

... surveillance system has been presented using the mobile net Single Shot multibox Detector - SSD and You Only Look Once -YOLO, a modern technique to object detection and classification and ... See full document

... for mobile phones, more and more people are interested to capture video sequences with their mobile phone capable to detect and track the moving objects ... See full document

... deploy Object Detection Models TensorFlow is used that makes it easy and also it provides a collection of Detection Models pre-trained on the COCO dataset, the Kitti dataset, and the Open Images ... See full document

... Face detection is widely used in various computer vision applications, such as face recognition, content-based image retrieval, video surveillance, and human-computer ...in real-time is challenging ... See full document

... are object recogni- tion and ...of object detection has mostly relied on other technologies such as LIDAR, since the incoming data is much easier to process in ...traditional object ... See full document

... In this paper, an algorithm for real-time object detection based on color is proposed. The advantages of using color as feature to achieve object’s similarity are robust against the complex, ... See full document

... Abstract—A mobile manipulator is defined as a mechanism composed by a serial manipulator located just above robotic ...a system with kinematic restrictions determined by an independent movement of the ... See full document

... It consists of In-System Programming/In- Application Programming (ISP/IAP). It has 8 kB of on-chip RAM accessible to USB by DMA. It has Two 10-bit ADCs provide a total of 14 analog inputs. It has 10-bit DAC ... See full document

... Controlling System” aims to improve quality andquantity of the yield by sensing values like temperature, humidity, soil moisture and water level of the tank from the field without any ...receiving real ... See full document

... reference object distributions is employed; and 4) By relating the rectangular bounding box parameters with the mean shift can be estimated by applying Eigen decomposition, exploiting geometry of partitioned ... See full document

... The mobile-controlled VHO is an extension of the previously proposed VHO, aiming to support mobile devices to reduce energy consumption as well as to maintain real time services in non-i[r] ... See full document

... The hex copter basically consist of six Brushless DC motors which are fixed on a completely 3D printed frame. The size of propellers are chosen such that the propellers can produce enough thrust to lift the drone at ... See full document

... Therefore, there is a need to reduce content and processing requirements, as well as to maintain control of storage and communication between users. For the mobile clients, one of the most problematic tasks is the ... See full document

... The frame difference method identifies the presence of moving object by considering the difference between two consecutive frames. Subtracting the second image from the first image using image subtraction operator ... See full document

... The homography mapping for four parallel planes has been applied to the same sequences. The four planes are at 0% (the ground plane), 25%, 50% and 75% of the average height of the pedestrians, respectively. Fig. 9(f) is ... See full document