165,683 results
Search Results
42. Position paper: Towards an observer-oriented theory of shape comparison
43. A Review Paper: Noise Models in Digital Image Processing
44. Machine Assisted Authentication of Paper Currency: an Experiment on Indian Banknotes
45. A fair comparison of many max-tree computation algorithms (Extended version of the paper submitted to ISMM 2013
46. Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras: Facial Expression Recognition (FER) is an active research domain that has shown great progress recently, notably thanks to the use of large deep learning models. However, such approaches are particularly energy intensive, which makes their deployment difficult for edge devices. To address this issue, Spiking Neural Networks (SNNs) coupled with event cameras are a promising alternative, capable of processing sparse and asynchronous events with lower energy consumption. In this paper, we establish the first use of event cameras for FER, named 'Event-based FER', and propose the first related benchmarks by converting popular video FER datasets to event streams. To deal with this new task, we propose 'Spiking-FER', a deep convolutional SNN model, and compare it against a similar Artificial Neural Network (ANN). Experiments show that the proposed approach achieves comparable performance to the ANN architecture, while consuming less energy by orders of magnitude (up to 65.39x). In addition, an experimental study of various event-based data augmentation techniques is performed to provide insights into the efficient transformations specific to event-based FER
47. FPSRS: A Fusion Approach for Paper Submission Recommendation System
48. 3D Convolution Neural Network based Person Identification using Gait cycles
49. Image Matching Across Wide Baselines: From Paper to Practice
50. Automatic test suite generation for key-points detection DNNs using many-objective search (experience paper)
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.