IMC 4 Lab

Human Activity Recognition from Depth Video

Spatiotemporal Multi-Fused Feature Pipeline

Eng Asif Jamal

Project Overview

A depth-camera-based human activity recognition pipeline that fuses spatiotemporal features across multiple depth streams using multi-fused descriptors for robust activity classification in smart environments.

System Architecture

Inputs

Depth Camera

Processing Pipeline

Spatiotemporal Features

Multi-Fusion Descriptor

Classifier

Outputs

Activity Label

Confidence

Related Publications (1)

Curated from publications by Engr Asif Jamal

2026journal

A novel deep learning-based object detection along semantic segmentation on aerial imagery

M Abdelhaq, A Naseer, R Alsaqour, A Jalal, MA Jamal, A Nadeem, J Kim

PeerJ Computer Science 12, e3648, 2026

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